Publications (chronological)

"Psychophysical-Score: A Behavioral Measure for Assessing the Biological
Plausibility of Visual Recognition Models,"
Brandon RichardWebster, Justin Dulay, Anthony DiFalco, Elisabetta Caldesi,
Walter Scheirer,
CogSci 2023,

July 2023.

[pdf]
[bibtex]
@inProceedings{richardwebster2023psychophysicalscore,
title={Psychophysical-Score: A Behavioral Measure for Assessing the Biological
Plausibility of Visual Recognition Models}, author={Brandon RichardWebster and
Justin Dulay and
Anthony DiFalco and
Elisabetta Caldesi and
Walter J. Scheirer},
booktitle={CogSci},
year={2023},
}
"Measuring Human Perception to Improve Open Set Recognition,"
Jin Huang, Derek Prijatelj, Justin Dulay, Walter Scheirer,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

Accepted for Publication in April 2023.

[pdf] [supp. material] [code] [data]
[bibtex]
@misc{Huang2022,
doi = {10.48550/ARXIV.2209.03519},
url = {https://arxiv.org/abs/2209.03519},
author = {Huang, Jin and
Prijatelj, Derek and
Dulay, Justin and
Scheirer, Walter},
title = {Measuring Human Perception to Improve Open Set Recognition},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution Share Alike 4.0 International}
}
"Unfooling Perturbation-Based Post Hoc Explainers,"
Zachariah Carmichael, Walter J. Scheirer,
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2023),

February 2023.

[pdf]
[bibtex]
@inproceedings{Carmichael2023,
url = {https://arxiv.org/abs/2205.14772},
author = {Carmichael, Zachariah and
Scheirer, Walter},
title = {Unfooling Perturbation-Based Post Hoc Explainers},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence
(AAAI 2023)},
year = {2023}
}
"Motif Mining: Finding and Summarizing Remixed Image Content,"
William Theisen, Daniel Gonzalez, Zachariah Carmichael, Daniel Moreira,
Tim Weninger, Walter Scheirer,
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
(WACV),

January 2023.

[pdf]
[bibtex]
@inproceedings{Theisen_2023,
author = {Theisen, William and
Cedre, Daniel Gonzalez and
Carmichael, Zachariah and
Moreira, Daniel and
Weninger, Tim and
Scheirer, Walter},
title = {Motif Mining: Finding and Summarizing Remixed Image Content},
publisher = {arXiv},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on
Applications of Computer Vision (WACV)},
year = {2023},
}
"Analyzing the Impact of Shape & Context on the Face Recognition Performance
of Deep Networks ,"
Sandipan Banerjee, Walter J. Scheirer, Kevin Bowyer, Patrick Flynn,
Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition (FG),

January 2023.

[pdf]
[bibtex]
@misc{https://doi.org/10.48550/arxiv.2208.02991,
doi = {10.48550/ARXIV.2208.02991},
url = {https://arxiv.org/abs/2208.02991},
author = {Banerjee, Sandipan and
Scheirer, Walter and
Bowyer, Kevin and
Flynn, Patrick},
title = {Analyzing the Impact of Shape & Context on the Face Recognition Performance
of Deep Networks},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution 4.0 International}
}
"SILA: A System For Scientific Image Analysis,"
Daniel Moreira, Joao P. Cardenuto, Ruiting Shao, Sriram Baireddy, Davide Cozzolino,
Diego Gragnaniello, Wael Abd-Almageed, Paolo Bestagini, Stefano Tubaro,
Anderson Rocha, Walter J. Scheirer, Luisa Verdoliva, Edward J. Delp,
Scientific Reports,

October 2022.

[pdf]
[bibtex]
@article{moreira2022sila,
title={SILA: a system for scientific image analysis},
author={Moreira, Daniel and
Cardenuto, Jo{\~a}o Phillipe and
Shao, Ruiting and
Baireddy, Sriram and
Cozzolino, Davide and
Gragnaniello, Diego and
Abd-Almageed, Wael and
Bestagini, Paolo and
Tubaro, Stefano and
Rocha, Anderson and
Scheirer, Walter and
Verdoliva, Luisa and
Delp, Edward},
journal={Scientific Reports},
volume={12},
number={1},
pages={1--15},
year={2022},
publisher={Nature Publishing Group}
}
"Measuring Human Perception to Improve Handwritten Document Transcription,"
Samuel Grieggs, Bingyu Shen, Greta Rauch, Pei Li, Jiaqi Ma, David Chiang,
Brian Price, Walter J. Scheirer,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

October 2022.

[pdf]
[bibtex]
@article{grieggs2021measuring,
title={Measuring human perception to improve handwritten document transcription},
author={Grieggs, Samuel and
Shen, Bingyu and
Rauch, Greta and
Li, Pei and
Ma, Jiaqi and
Chiang, David and
Price, Brian andi
Scheirer, Walter J},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume={44},
number={10},
pages={6594--6601},
year={2021},
publisher={IEEE}
}
"Forensic Analysis of Synthetically Generated Western Blot Images,"
Sara Mandelli, Davide Cozzolino, Joao P. Cardenuto, Daniel Moreira, Paolo Bestagini,
Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp,
IEEE Access,

May 2022.

[pdf]
[bibtex]
@article{mandelli2022forensic,
title={Forensic Analysis of Synthetically Generated Western Blot Images},
author={Sara Mandelli and Davide Cozzolino and Joao P. Cardenuto
and Daniel Moreira and Paolo Bestagini and Walter Scheirer and
Anderson Rocha and Luisa Verdoliva and Stefano Tubaro and Edward J. Delp},
year={2022},
journal={IEEE Access},
volume={10},
}
"Image Provenance Analysis (Chapter),"
Daniel Moreira, William Theisen, Walter J. Scheirer, Aparna Bharati,
Joel Brogan, Anderson Rocha,
Multimedia Forensics (Springer),

April 2022.

[pdf]
[bibtex]
@Inbook{Moreira2022,
author="Moreira, Daniel
and Theisen, William
and Scheirer, Walter
and Bharati, Aparna
and Brogan, Joel
and Rocha, Anderson",
editor="Sencar, Husrev Taha
and Verdoliva, Luisa
and Memon, Nasir",
title="Image Provenance Analysis",
bookTitle="Multimedia Forensics",
year="2022",
publisher="Springer Singapore",
address="Singapore",
pages="389--432",
sbn="978-981-16-7621-5",
doi="10.1007/978-981-16-7621-5_15",
url="https://doi.org/10.1007/978-981-16-7621-5_15"
}
"The Tesserae Intertext Service,"
Nozomu Okuda, Jeffery Kinnison, Patrick Burns, Neil Coffee, Walter J. Scheirer,
Digital Humanities Quarterly,

April 2022.

[pdf]
[bibtex]
@article{Okuda_DHQ2022,
author = {Nozomu Okuda and
Jeffery Kinnison and
Patrick Burns and
Neil Coffee and
Walter J. Scheirer},
title = {The Tesserae Intertext Service},
journal = {Digital Humanities Quarterly},
volume = {16},
number = {1},
month = {April},
year = {2022}
}
"A Bayesian Evaluation Framework for Subjectively Annotated Visual
Recognition Tasks,"
Derek Prijatelj, Mel McCurie, Samuel Anthony, Walter J. Scheirer,
Pattern Recognition,

March 2022.

[pdf]
[bibtex]
@article{prijatelj2022bayesian,
title={A Bayesian evaluation framework for subjectively annotated visual
recognition tasks},
author={Prijatelj, Derek S and
McCurrie, Mel and
Anthony, Samuel E and
Scheirer, Walter J},
journal={Pattern Recognition},
volume={123},
pages={108395},
year={2022},
publisher={Elsevier}
}
"Bridging the Gap Between Computational Photography and Visual
Recognition,"
Rosaura G. VidalMata, Sreya Banerjee, Brandon RichardWebster, Michael Albright,
Pedro Davalos, Scott McCloskey, Ben Miller, Asong Tambo, Sushobhan Ghosh,
Sudarshan Nagesh, Ye Yuan, Yueyu Hu, Junru Wu, Wenhan Yang, Xiaoshuai Zhang,
Jiaying Liu, Zhangyang Wang, Hwann-Tzong Chen, Tzu-Wei Huang, Wen-Chi Chin,
Yi-Chun Li, Mahmoud Lababidi, Charles Otto, Walter J. Scheirer,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

December 2021.

[pdf]
[bibtex]
@article{vidalmata2021bridging,
title = {Bridging the Gap Between Computational Photography and Visual
Recognition},
author = {Rosaura G. VidalMata and
Sreya Banerjee and
Brandon RichardWebster and
Michael Albright and
Pedro Davalos and
Scott McCloskey and
Ben Miller and
Asong Tambo and
Sushobhan Ghosh and
Sudarshan Nagesh and
Ye Yuan and
Yueyu Hu and
Junru Wu and
Wenhan Yang and
Xiaoshuai Zhang and
Jiaying Liu and
Zhangyang Wang and
Hwann-Tzong Chen and
Tzu-Wei Huang and
Wen-Chi Chin and
Yi-Chun Li and
Mahmoud Lababidi and
Charles Otto and
Walter J. Scheirer},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence
(T-PAMI)},
volume = {43},
number = {12},
month = {December},
year = {2021}
}
"A Study of the Human Perception of Synthetic Faces,"
Bingyu Shen, Brandon RichardWebster, Alice O'Toole, Kevin Bowyer, Walter J. Scheirer,
Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition (FG),

December 2021.

[pdf]
[bibtex]
@inproceedings{Shen_FG2021,
author = {Bingyu Shen and
Brandon RichardWebster and
Alice O'Toole and
Kevin Bowyer and
Walter J. Scheirer},
title = {A Study of the Human Perception of Synthetic Faces},
booktitle = {Proceedings of the IEEE Conference on Automatic Face and
Gesture Recognition (FG)},
year = {2021}
}
"Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video
Object Detection and Classification from Unconstrained Mobility Platforms,"
Sreya Banerjee, Rosaura G. VidalMata, Zhangyang Wang, Walter J. Scheirer,
Computer Vision and Image Understanding (CVIU),

December 2021.

[pdf]
[bibtex]
@article{banerjee2021report,
title={Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve
Video Object Detection and Classification from unconstrained mobility platforms},
author={Banerjee, Sreya and
VidalMata, Rosaura G and
Wang, Zhangyang and
Scheirer, Walter J},
journal={Computer Vision and Image Understanding},
volume={213},
pages={103297},
year={2021},
publisher={Elsevier}
}
"Handwriting Recognition with Novelty,"
Derek Prijatelj, Samuel Grieggs, Futoshi Yumoto, Eric Robertson, Walter J. Scheirer,
International Conference on Document Analysis and Recognition (ICDAR),

September 2021.

[pdf]
[bibtex]
@inproceedings{Prijatelj_ICDAR2021,
author = {Derek Prijatelj and
Samuel Grieggs and
Futoshi Yumoto and
Eric Robertson and
Walter J. Scheirer},
title = {Handwriting Recognition with Novelty},
booktitle = {International Conference on Document Analysis and Recognition
(ICDAR},
year = {2021}
}
"Fast Local Spatial Verification for Feature-Agnostic Large-Scale Image Retrieval,"
Joel Brogan, Aparna Bharati, Daniel Moreira, Kevin Bowyer, Patrick Flynn,
Anderson Rocha, Walter J. Scheirer,
IEEE Transactions on Image Processing (T-IP),

July 2021.

[pdf]
[bibtex]
@article{Brogan_TIP21,
author = {Joel Brogan and
Aparna Bharati and
Daniel Moreira and
Kevin W. Bowyer and
Patrick J. Flynn and
Anderson Rocha and
Walter J. Scheirer},
title = {Fast Local Spatial Verification for Feature-Agnostic Large-Scale
Image Retrieval},
journal = {IEEE Transactions on Image Processing (T-IP)},
volume = {30},
year = {2021}
}
"Privacy–Enhancing Face Biometrics: A Comprehensive Survey,"
Blaž Meden, Peter Rot, Philipp Terhörst, Naser Damer, Arjan Kuijper,
Walter J. Scheirer, Arun Ross, Peter Peer, Vitomir Štruc,
IEEE Transactions on Information Forensics and Security (T-IFS),

July 2021.

[pdf]
[bibtex]
@article{Meden_TIFS21,
author = {Blaž Meden and
Peter Rot and
Philipp Terhörst and
Naser Damer and
Arjan Kuijper and
Walter J. Scheirer and
Arun Ross and
Peter Peer and
Vitomir Štruc},
title = {Privacy–Enhancing Face Biometrics: A Comprehensive Survey},
journal = {IEEE Transactions on Information Forensics and Security (T-IFS)},
volume = {16},
year = {2021}
}
"Meme warfare: AI countermeasures to disinformation should focus on popular,
not perfect, fakes,"
Michael Yankoski, Walter J. Scheirer, Tim Weninger,
Bulletin of the Atomic Scientists,

May 2021.

[pdf]
[bibtex]
@article{yankoski2021memes,
title={Meme warfare: AI countermeasures to disinformation should focus on
popular, not perfect, fakes},
author={Yankoski, Michael, Scheirer, Walter and Weninger, Tim},
journal={Bulletin of the Atomic Scientists},
month={May},
year={2021},
publisher={Taylor \& Francis}
}
"Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems,"
Sophia Abraham, Zachariah Carmichael, Sreya Banerjee, Rosaura G. VidalMata,
Ankit Agrawal, Md Nafee Al Islam, Walter J. Scheirer,
Jane Cleland-Huang,
Workshop on AI Engineering – Software Engineering for AI (WAIN),

May 2021.

[pdf]
[bibtex]
@inproceedings{Abraham_WAIN2021,
author = {Sophia Abraham and
Zachariah Carmichael and
Sreya Banerjee and
Rosaura G. VidalMata and
Ankit Agrawal and
Md Nafee Al Islam and Walter J. Scheirer and Jane Cleland-Huang},
title = {Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems},
booktitle = {Workshop on AI Engineering – Software Engineering for AI (WAIN},
year = {2021}
}
"An Assistive Computer Vision Tool to Automatically Detect Changes in Fish
Behavior In Response to Ambient Odor,"
Sreya Banerjee, Lauren Alvey, Paula Brown, Sophie Yue, Lei Li, Walter J. Scheirer,
Scientific Reports,

January 2021.

[pdf] [code]
[bibtex]
@article {Banerjee_SciRep2021,
author = {Banerjee, Sreya and Alvey, Lauren and Brown, Paula and Yue,
Sophie and Li, Lei and Scheirer, Walter J.},
title = {An Assistive Computer Vision Tool to Automatically Detect
Changes in Fish Behavior In Response to Ambient Odor},
year = {2021},
volume = {11},
number = {21},
journal = {Scientific Reports}
}
"Learning Transformation-Aware Embeddings for Image Forensics,"
Aparna Bharati, Daniel Moreira, Patrick Flynn, Anderson Rocha, Kevin Bowyer,
Walter J. Scheirer,
IEEE Transactions on Information Forensics and Security (T-IFS),

January 2021.

[pdf] [code]
[bibtex]
@article{Bharati_TIFS2021,
title={Learning Transformation-Aware Embeddings for Image Forensics},
author={Aparna Bharati and Daniel Moreira and Patrick Flynn and
Anderson Rocha and Kevin Bowyer and Walter Scheirer},
year={2021},
journal={IEEE Transactions on Information Forensics and Security (T-IFS)},
volume={16}
}
"Automatic Discovery of Political Meme Genres with Diverse Appearances,"
William Theisen, Joel Brogan, Pamela Bilo Thomas, Daniel Moreira, Pascal Phoa,
Tim Weninger, Walter J. Scheirer,
Proceedings of the International AAAI Conference on Web and Social Media (ICWSM),

June 2021.

[pdf] [code] [data]
[bibtex]
@inproceedings{theisen2021automatic,
title={Automatic Discovery of Political Meme Genres with Diverse Appearances},
author={William Theisen and Joel Brogan and Pamela Bilo Thomas and
Daniel Moreira and Pascal Phoa and Tim Weninger and Walter Scheirer},
booktitle={International AAAI Conference on Web and Social Media (ICWSM)}
year={2021},
}
"Towards a Unifying Framework for Formal Theories of Novelty,"
Terrance Boult, Przemyslaw Grabowicz, Derek Prijatelj, Roni Stern, Lawrence Holder,
Joshua Alspector, Mohsen Jafarzadeh, Touqeer Ahmad, Akshay Dhamija, Chunchun Li,
Steve Cruz, Abhinav Shrivastava, Carl Vondrick, Walter J. Scheirer,
AAAI Conference on Artificial Intelligence (AAAI 2021), Senior Member Track,

February 2021.

[pdf]
[bibtex]
@inproceedings{Boult21,
author = {Terrance Boult and
Przemyslaw Grabowicz and
Derek Prijatelj and
Lawrence Holder and
Joshua Alspector and
Mohsen Jafarzadeh and
Touqeer Ahmad and
Akshay Dhamija and
Chunchun Li and
Steve Cruz and
Abhinav Shrivastava and
Carl Vondrick and
Walter J. Scheirer},
title = {Towards a Unifying Framework for Formal Theories of Novelty},
booktitle = {AAAI Conference on Artificial Intelligence (AAAI 2021)},
year = {2021},
}
"Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in
Untrimmed Sequences,"
Rosaura G. VidalMata, Walter J. Scheirer, David D. Cox, Anna Kukleva,
Hildegard Kuehne,
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
(WACV),

January 2021.

[pdf]
[bibtex]
@InProceedings{vidalmata2021joint,
title={Joint Visual-Temporal Embedding for Unsupervised Learning of Actions
in Untrimmed Sequences},
author={Rosaura G. VidalMata and Walter J. Scheirer and David D. Cox
and Anna Kukleva and Hilde Kuehne},
booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision
(WACV)},
year={2021},
}
"Automatic Virtual 3D City Generation for Synthetic Data Collection,"
Bingyu Shen, Boyang Li, Walter J. Scheirer,
Proceedings of the 1st Autonomous Vehicle Vision Workshop,

January 2021.

[pdf]
[bibtex]
@InProceedings{Shen_2021_WACV,
author = {Shen, Bingyu and Li, Boyang and Scheirer, Walter J.},
title = {Automatic Virtual 3D City Generation for Synthetic Data Collection},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications
of Computer Vision (WACV) Workshops},
month = {January},
year = {2021},
pages = {161-170}
}
"The Criminality From Face Illusion,"
Kevin Bowyer, Michael King, Walter J. Scheirer, Kushal Vangara,
IEEE Transactions on Technology and Society (T-TS),

December 2020.

[pdf]
[bibtex]
@article{bowyer2020criminality,
title={The Criminality From Face Illusion},
author={Kevin W. Bowyer and Michael King and Walter Scheirer and
Kushal Vangara},
journal={IEEE Transactions on Technology and Society (T-TS)},
volume={1},
number={4},
month={December},
year={2020},
}
"Pitfalls in Machine Learning Research: Reexamining the Development Cycle,"
Stella Biderman, Walter J. Scheirer,
Proceedings of the I Can't Believe It's Not Better! Workshop (ICBINB@NeurIPS 2020),

December 2020.

[pdf] [poster]
[bibtex]
@inproceedings{Biderman20_ICBINB,
author = {Stella Biderman and
Walter J. Scheirer},
title = {Pitfalls in Machine Learning Research: Reexamining the Development
Cycle},
booktitle = {Proceedings of the I Can't Believe It's Not Better! Workshop
(ICBINB@NeurIPS 2020)},
year = {2020}
}
"Backdooring Convolutional Neural Networks via Targeted Weight Perturbations,"
Jacob Dumford, Walter J. Scheirer,
Proceedings of the IAPR/IEEE International Joint Conference on Biometrics (IJCB),

September 2020.

[pdf] [talk]
[bibtex]
@inproceedings{Dumford20_IJCB,
author = {Jacob Dumford and
Walter J. Scheirer},
title = {Backdooring Convolutional Neural Networks via Targeted Weight
Perturbations},
booktitle = {Proceedings of the IAPR/IEEE International Joint Conference on
Biometrics (IJCB)},
year = {2020}
}
"Modeling Score Distributions and Continuous Covariates: A Bayesian Approach,"
Mel McCurrie, Hamish Nicholson, Walter J. Scheirer, Samuel E. Anthony,
Proceedings of the IAPR/IEEE International Joint Conference on Biometrics (IJCB),

September 2020.

[pdf]
[bibtex]
@inproceedings{McCurrie20_IJCB,
author = {Mel McCurrie and
Hamish Nicholson and
Walter J. Scheirer and
Samuel E. Anthony},
title = {Modeling Score Distributions and Continuous Covariates:
A Bayesian Approach},
booktitle = {Proceedings of the IAPR/IEEE International Joint Conference on
Biometrics (IJCB)},
year = {2020}
}
"A Pandemic of Bad Science,"
Walter J. Scheirer,
Bulletin of the Atomic Scientists,

July 2020.

[pdf]
[bibtex]
@article{scheirer2020pandemic,
title={A Pandemic of Bad Science},
author={Scheirer, Walter},
journal={Bulletin of the Atomic Scientists},
volume={76},
number={4},
month={July},
year={2020},
publisher={Taylor \& Francis}
}
"The Next Generation of Human-Drone Partnerships: Co-Designing an Emergency
Response System,"
Ankit Agrawal, Sophia Abraham, Benjamin Burger, Chichi Christine, Luke Fraser,
John Hoeksema, Sara Hwang, Elizabeth Travnik, Shreya Kumar, Walter J. Scheirer,
Jane Cleland-Huang, Michael Vierhauser,
Ryan Bauer, Steve Cox,
Proceedings of the ACM CHI Conference on Human Factors in Computing Systems
(Honorable Mention Award),

April 2020.

[pdf]
[bibtex]
@misc{agrawal2020generation,
title={The Next Generation of Human-Drone Partnerships: Co-Designing an
Emergency Response System},
author={Ankit Agrawal and Sophia Abraham and Benjamin Burger and
Chichi Christine and Luke Fraser and John Hoeksema and
Sara Hwang and Elizabeth Travnik and Shreya Kumar and Walter Scheirer
and Jane Cleland-Huang and Michael Vierhauser
and Ryan Bauer and Steve Cox},
year={2020},
eprint={2001.03849},
archivePrefix={arXiv},
primaryClass={cs.HC}
}
"An AI Early Warning System to Monitor Online Disinformation, Stop Violence,
and Protect Elections,"
Michael Yankoski, Tim Weninger, Walter J. Scheirer,
Bulletin of the Atomic Scientists,

March 2020.

[pdf]
[bibtex]
@article{yankoski2020ai,
title={An AI early warning system to monitor online disinformation, stop
violence, and protect elections},
author={Yankoski, Michael and Weninger, Tim and Scheirer, Walter},
journal={Bulletin of the Atomic Scientists},
month={March},
year={2020},
publisher={Taylor \& Francis}
}
"On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale
GANs,"
Sandipan Banerjee, Walter J. Scheirer, Kevin Bowyer, Patrick Flynn,
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

March 2020.

[pdf]
[bibtex]
@inproceedings{BanerjeeWACV2020,
author = {Sandipan Banerjee and
Walter J. Scheirer and
Kevin W. Bowyer and
Patrick J. Flynn},
title = {On Hallucinating Context and Background Pixels from a Face Mask using
Multi-scale GANs},
booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision
(WACV)},
year = {2020}
}
"Advancing Image Understanding in Poor Visibility Environments: A Collective
Benchmark Study,"
Wenhan Yang, Ye Yuan, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang,
et al.,
IEEE Transactions on Image Processing,

March 2020.

[pdf]
[bibtex]
@article{yang2020advancing,
title={Advancing Image Understanding in Poor Visibility Environments:
A Collective Benchmark Study},
author={Yang, Wenhan and
Yuan, Ye and
Ren, Wenqi and
Liu, Jiaying and
Scheirer, Walter and
Wang, Zhangyang and
others},
journal={IEEE Transactions on Image Processing},
volume={29},
pages={5737--5752},
year={2020},
publisher={IEEE}
}
"Self-Driving Vehicles: Key Technical Challenges and Progress Off the Road,"
Michael Milford, Samuel E. Anthony, Walter J. Scheirer,
IEEE Potentials,

January-February 2020.

[pdf]
[bibtex]
@article{MilfordPotentials2020,
author = {Michael Milford and
Samuel E. Anthony and
Walter J. Scheirer},
title = {Self-Driving Vehicles: Key Technical Challenges and Progress Off
the Road},
journal = {IEEE Potentials},
volume = {39},
number = {1},
month = {January-February},
year = {2020}
}
"Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance
for Low-Resource Machine Translation,"
Kenton Murray, Jeff Kinnison, Toan Nguyen, Walter J. Scheirer, David Chiang,
Proceedings of the Workshop on Neural Generation and Translation (WNGT),

November 2019.

[pdf] [code]
[bibtex]
@InProceedings{MurrayWNGT19,
author = {Kenton Murray and
Jeff Kinnison and
Toan Nguyen and
Walter J. Scheirer and
David Chiang},
title = {Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and
Performance for Low-Resource Machine Translation},
booktitle = {Workshop on Neural Generation and Translation (WNGT)},
year = {2019}
}
"Face Hallucination Using Cascaded Super-Resolution and Identity Priors,"
Klemen Grm, Walter J. Scheirer, Vitomir Struc,
IEEE Transactions on Image Processing,

Oct 2019.

[pdf]
[bibtex]
@article{grm2019face,
title={Face hallucination using cascaded super-resolution and identity priors},
author={Grm, Klemen and Scheirer, Walter J and {\v{S}}truc, Vitomir},
journal={IEEE Transactions on Image Processing},
volume={29},
number={1},
pages={2150--2165},
year={2019},
publisher={IEEE}
}
"PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition,"
Brandon RichardWebster, Samuel E. Anthony, Walter J. Scheirer,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

September 2019.

[pdf] [code] [supp. material]
[bibtex]
@article{RichardWebsterPsyPhy2019,
author = {Brandon RichardWebster and
Samuel E. Anthony and
Walter J. Scheirer},
title = {PsyPhy: {A} Psychophysics Driven Evaluation Framework for Visual
Recognition},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence
(T-PAMI)},
volume = {41},
number = {9},
month = {September},
year = {2019}
}
"A Neurobiological Evaluation Metric for Neural Network Model Search,"
Nathaniel Blanchard, Jeffery Kinnison, Brandon RichardWebster, Pouya Bashivan,
Walter J. Scheirer,
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern
Recognition (CVPR),

June 2019.

[pdf] [code]
[bibtex]
@InProceedings{Blanchard19,
author = {Nathaniel Blanchard and
Jeffery Kinnison and
Brandon RichardWebster and
Pouya Bashivan and
Walter J. Scheirer},
title = {A Neurobiological Evaluation Metric for Neural Network Model Search},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition
(CVPR)},
year = {2019},
}
"Face Hallucination Revisited: An Exploratory Study on Dataset Bias,"
Klemen Grm, Martin Pernus, Leo Cluzel, Walter J. Scheirer, Simon Simon Dobrisek,
Vitomir Struc,
IEEE Computer Society Workshop on Biometrics,

June 2019.

[pdf]
[bibtex]
@article{DBLP:journals/corr/abs-1812-09010,
author = {Klemen Grm and
Martin Pernus and
Leo Cluzel and
Walter J. Scheirer and
Simon Dobrisek and
Vitomir Struc},
title = {Face Hallucination Revisited: An Exploratory Study on Dataset Bias},
journal = {CoRR},
volume = {abs/1812.09010},
year = {2018},
url = {http://arxiv.org/abs/1812.09010},
archivePrefix = {arXiv},
eprint = {1812.09010},
timestamp = {Wed, 02 Jan 2019 14:40:18 +0100},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1812-09010},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
"Learning-free Iris Segmentation Revisited: A First Step Toward Fast Volumetric
Operation Over Video Samples,"
Jeffery Kinnison, Mateusz Trokielewicz, Cami Carballo, Adam Czajka,
Walter J. Scheirer,
IAPR International Conference On Biometrics,

June 2019.

[pdf] [code]
[bibtex]
@article{DBLP:journals/corr/Kinnison19,
author = {Jeffery Kinnison and
Mateusz Trokielewicz and
Camila Carballo and
Adam Czajka and
Walter J. Scheirer},
title = {Learning-Free Iris Segmentation Revisited: A First Step Toward Fast
Volumetric Operation Over Video Samples},
journal = {CoRR},
volume = {abs/1901.01575},
year = {2019},
url = {https://arxiv.org/abs/1901.01575}
}
"Gesture-based User Identity Verification as an Open Set Problem for Smartphones,"
Kalman Tornai, Walter J. Scheirer,
IAPR International Conference On Biometrics,

June 2019.

[pdf]
[bibtex]
@inproceedings{Tornai,
author = {Kalman Tornai and
Walter J. Scheirer},
title = {Gesture-based User Identity Verification as an Open Set Problem for
Smartphones},
booktitle = {IAPR International Conference On Biometrics},
year = {2019},
}
"An Extreme Value Theory Model of Cross-Modal Sensory Information Integration in
Modulation of Vertebrate Visual System Functions,"
Sreya Banerjee, Walter J. Scheirer, Lei Li,
Frontiers in Computational Neuroscience,

February 2019.

[pdf]
[bibtex]
@article{Banerjee423038,
author = {Sreya Banerjee and
Walter Scheirer and
Lei Li},
title = {An Extreme Value Theory Model of Cross-Modal Sensory Information
Integration in Modulation of Vertebrate Visual System Functions},
journal = {Frontiers in Computational Neuroscience}
volume = {13},
month = {February},
year = {2019},
pages = {3}
}
"Learning and the Unknown: Surveying Steps Toward Open World Recognition,"
Terrance Boult, Steve Cruz, Akshay Dhamija, Manuel Günther, James Henrydoss,
Walter J. Scheirer,
AAAI Conference on Artificial Intelligence (AAAI 2019), Senior Member Track,

January 2019.

[pdf]
[bibtex]
@inproceedings{Boult18,
author = {Terrance Boult and
Akshay Dhamija and
Manuel Gunther and
James Henrydoss and
Walter J. Scheirer},
title = {Learning and the Unknown: Surveying Steps Toward Open World
Recognition},
booktitle = {AAAI Conference on Artificial Intelligence (AAAI 2019)},
year = {2019},
}
"Keep me in, Coach! A Computer Vision Perspective on Assessing ACL Injury Risk in
Female Athletes,"
Nathaniel Blanchard, Kyle Skinner, Aden Kemp, Walter J. Scheirer, Patrick Flynn,

IEEE Winter Conference on Applications of Computer Vision (WACV),
January 2019.

[pdf]
[bibtex]
@inproceedings{BlanchardWACV2019,
author = {Nathaniel Blanchard and
Kyle Skinner and
Aden Kemp and
Walter J. Scheirer and
Patrick Flynn},
title = {Keep me in, Coach! A Computer Vision Perspective on Assessing ACL
Injury Risk in Female Athletes},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
year = {2019},
}
"Beyond Pixels: Image Provenance Analysis Leveraging Metadata,"
Aparna Bharati, Daniel Moreira, Joel Brogan, Patricia Hale, Kevin Bowyer,
Patrick Flynn, Anderson Rocha, Walter J. Scheirer,

IEEE Winter Conference on Applications of Computer Vision (WACV),
January 2019.

[pdf]
[bibtex]
@inproceedings{DBLP:journals/corr/Bharati18,
author = {Aparna Bharati and
Daniel Moreira and
Joel Brogan and
Patricia Hale and
Kevin Bowyer and
Patrick Flynn and
Anderson Rocha and
Walter J. Scheirer},
title = {Beyond Pixels: Image Provenance Analysis Leveraging Metadata},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
year = {2019},
}
"Fast Training-free Face Image Synthesis,"
Sandipan Banerjee, Walter J. Scheirer, Kevin Bowyer, Patrick Flynn,
IEEE Winter Conference on Applications of Computer Vision (WACV),

January 2019.

[pdf]
[bibtex]
@InProceedings{Banerjee_2019_WACV,
author = {Sandipan Banerjee and Walter J. Scheirer and Kevin Bowyer and
Patrick Flynn},
title = {Fast Training-free Face Image Synthesis},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
month = {January},
year = {2019}
}
"Image Provenance Analysis at Scale,"
Daniel Moreira, Aparna Bharati, Joel Brogan, Allan Pinto, Michael Parowski,
Kevin Bowyer, Patrick Flynn, Anderson Rocha, Walter J. Scheirer,
IEEE Transactions on Image Processing (T-IP),

December 2018.

[pdf] [dataset] [code]
[bibtex]
@article{MoreiraProvenance2018,
author = {Daniel Moreira and
Aparna Bharati and
Joel Brogan and
Allan da Silva Pinto and
Michael Parowski and
Kevin W. Bowyer and
Patrick J. Flynn and
Anderson Rocha and
Walter J. Scheirer},
title = {Image Provenance Analysis at Scale},
journal = {IEEE Transactions on Image Processing (T-IP)},
volume = {27},
number = {12},
year = {2018}
}
"Practical Text Phylogeny for Real-World Settings,"
Bingyu Shen, Christopher W. Forstall, Anderson Rocha Walter J. Scheirer,
IEEE Access,

December 2018.

[pdf]
[bibtex]
@article{ShenAccess2018,
author = {Bingyu Shen and
Christopher W. Forstall and
Anderson Rocha and
Walter J. Scheirer},
title = {Practical Text Phylogeny for Real-World Settings},
journal = {IEEE Access},
volume = {6},
number = {1},
year = {2018}
}
"Convolutional Neural Networks for Subjective Face Attributes,"
Mel McCurie, Fernando Beletti, Lucas Parzianello, Allen Westendorp, Samuel E. Anthony,
Walter J. Scheirer,
Image and Vision Computing (IVC),

October 2018.

[pdf]
[bibtex]
@article{McCurie_2018_IVC,
author = {Mel McCurie and Fernando Beletti and Lucas Parzianello and
Allen Westendorp and Samuel E. Anthony and Walter J. Scheirer},
title = {Convolutional Neural Networks for Subjective Face Attributes},
journal = {Image and Vision Computing (IVC)},
volume = {78},
month = {October},
year = {2018}
}
"Flexible Learning-Free Segmentation and Reconstruction for Neuronal Circuit Tracing,"
Ali Shahbazi, Jeffery Kinnison, Rafael Vescovi, Ming Du, Robert Hill, Maximilian Joesch,
Marc Takeno, Hongkui Zeng, Nuno da Costa, Jaime Grutzendler, Narayanan Kasthuri,
Walter J. Scheirer,
Scientific Reports,

September 2018.

[pdf] [code]
[bibtex]
@article {Shahbazi278515,
author = {Shahbazi, Ali and
Kinnison, Jeffery and
Vescovi, Rafael and
Du, Ming and
Hill, Robert and
J{\"o}sch, Maximilian and
Takeno, Marc and
Zeng, Hongkui and
da Costa, Nuno Ma{\c c}arico and
Grutzendler, Jaime and
Kasthuri, Narayanan and
Scheirer, Walter J.},
title = {Flexible Learning-Free Segmentation and Reconstruction for Neuronal
Circuit Tracing},
journal = {Scientific Reports}
volume = {8},
number = {14247},
year = {2018},
}
"Facial Frontalization and Smart Matching Via Pose,"
Joel Brogan, Walter J. Scheirer,
IEEE Intelligent Systems,

May / June 2018.

[pdf]
[bibtex]
@article{Brogan2018,
author = {Joel Brogan and
Walter J. Scheirer},
title = {Facial Frontalization and Smart Matching Via Pose},
journal = {IEEE Intelligent Systems},
volume = {33},
numnber = {3},
year = {2018}
}
"Visual Psychophysics for Making Face Recognition Algorithms More Explainable,"
Brandon RichardWebster, So Yon Kwon, Christopher Clarizio, Samuel E. Anthony,
Walter J. Scheirer,
Proceedings of the European Conference on Computer Vision (ECCV),

September 2018.

[pdf] [code]
[bibtex]
@InProceedings{RichardWebesterFace2018,
author = {Brandon RichardWebster and
So Yon Kwon and
Christopher Clarizio and
Samuel E. Anthony and
Walter J. Scheirer},
title = {Visual Psychophysics for Making Face Recognition Algorithms More
Explainable},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2018}
}
"Getting the Subtext Without the Text: Scalable Multimodal Sentiment
Classification from Visual and Acoustic Modalities,"
Nathaniel Blanchard, Aparna Bharati, Daniel Moreira, Walter J. Scheirer,
First Workshop and Grand Challenge on Computational Modeling of Human
Multimodal Language,

July 2018.

[pdf]
[bibtex]
@InProceedings{Blanchard18w,
author = {Nathaniel Blanchard and
Aparna Bharati and
Daniel Moreira and
Walter J. Scheirer},
title = {Getting the Subtext Without the Text: Scalable Multimodal Sentiment
Classification from Visual and Acoustic Modalities},
booktitle = {First Workshop and Grand Challenge on Computational Modeling of
Human Multimodal Language},
month = {July},
year = {2018}
}
"The Limits and Potentials of Deep Learning for Robotics,"
Niko Sunderhauf, Oliver Brock, Walter J. Scheirer, Raia Hadsell, Dieter Fox,
Jurgen Leitner, Ben Upcroft, Pieter Abbeel, Wolfram Burgard, Michael Milford,
Peter Corke,
International Journal of Robotics Research,

April 2018.

[pdf]
[bibtex]
@article{Sunderhauf2018,
author = {Niko Sunderhauf and
Oliver Brock and
Walter J. Scheirer and
Raia Hadsell and
Dieter Fox and
Jurgen Leitner and
Ben Upcroft and
Pieter Abbeel and
Wolfram Burgard and
Michael Milford and
Peter Corke},
title = {The Limits and Potentials of Deep Learning for Robotics},
journal = {International Journal of Robotics Research},
volume = {37},
number = {4-5},
year = {2018}
}
"Using Human Brain Activity to Guide Machine Learning,"
Ruth C. Fong, Walter J. Scheirer, David D. Cox,
Scientific Reports,

March 2018.

[pdf] [supp. material]
[bibtex]
@article{fong2018using,
title={Using human brain activity to guide machine learning},
author={Fong, Ruth C and Scheirer, Walter J and Cox, David D},
journal={Scientific reports},
volume={8},
number={5397},
year={2018},
publisher={Nature Publishing Group}
}
"The Extreme Value Machine,"
Ethan Rudd, Lalit P. Jain, Walter J. Scheirer, Terrance Boult,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

March 2018.

[pdf] [supp. material] [code]
[bibtex]
@article{Rudd_2018_TPAMI,
author = {Ethan Rudd and Lalit P. Jain and Walter J. Scheirer and
Terrance Boult},
title = {The Extreme Value Machine},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence
(T-PAMI)},
volume = {40},
number = {3},
month = {March},
year = {2018}
}
"Coupling Story to Visualization: Using Textual Analysis as a Bridge Between Data
and Interpretation,"
Ronald Metoyer, Qiyu Zhi, Bart Janczuk, Walter J. Scheirer,
Proceedings of the ACM International Conference on Intelligent User Interfaces (IUI),

March 2018.

[pdf]
[bibtex]
@inProceedings{MetoyerA18,
author = {Ronald Metoyer and
Qiyu Zhi and
Bart Janczuk and
Walter J. Scheirer},
title = {Coupling Story to Visualization: Using Textual Analysis as a Bridge
Between Data and Interpretation},
booktitle = {ACM International Conference on Intelligent User Interfaces (IUI)},
year = {2018}
}
"SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter
Optimization,"
Jeff Kinnison, Nathaniel Kremer-Herman, Douglas Thain, Walter J. Scheirer,
Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV),

March 2018.

[pdf]
[bibtex]
@InProceedings{KinnisonKTS17,
author = {Jeff Kinnison and
Nathaniel Kremer{-}Herman and
Douglas Thain and
Walter J. Scheirer},
title = {{SHADHO:} Massively Scalable Hardware-Aware Distributed Hyperparameter
Optimization},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
year = {2018}
}
"UG^2: a Video Benchmark for Assessing the Impact of Image Restoration
and Enhancement on Automatic Visual Recognition,"
Rosaura Vidal Mata, Sreya Banerjee, Klemen Grm, Vitomir Struc, Walter J. Scheirer,
Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV),

March 2018.

[pdf] [dataset] [workshop]
[bibtex]
@InProceedings{vidal2018ug,
title={UG$^{2}$: a Video Benchmark for Assessing the Impact of Image Restoration
and Enhancement on Automatic Visual Recognition},
author={Vidal, Rosaura G and Banerjee, Sreya and Grm, Klemen and
Struc, Vitomir and Scheirer, Walter J},
booktitle={IEEE Winter Conference on Applications of Computer Vision (WACV)},
year={2018}
}
"To Frontalize or Not to Frontalize: Do We Really Need Elaborate Pre-processing to
Improve Face Recognition?,"
Sandipan Banerjee, Joel Brogan, Aparna Bharati, Brandon RichardWebster, Vitomir Struc,
Patrick Flynn, Walter J. Scheirer,
Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV),

March 2018.

[pdf]
[bibtex]
@InProceedings{Banerjee_2017_IJCB,
author = {Sandipan Banerjee and Joel Brogan and Aparna Bharati and
Brandon RichardWebster and Vitomir Struc and Patrick Flynn
and Walter J. Scheirer},
title = {To Frontalize or Not to Frontalize: Do We Really Need Elaborate
Pre-processing to Improve Face Recognition?},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision
(WACV)},
month = {March},
year = {2018}
}
"Person Identification Using Handwriting Dynamics and Convolutional Neural
Networks (Chapter),"
Gustavo Rosa, Joao Paulo Papa, Walter J. Scheirer,
Deep Learning in Biometrics (Taylor & Francis Press),

March 2018.

[pdf]
[bibtex]
@InCollection{Rosa_2018_DLB,
author = {Gustavo Rosa and Joao Paulo Papa and Walter J. Scheirer},
title = {Person Identification Using Handwriting Dynamics and Convolutional
Neural Networks},
booktitle = {Deep Learning in Biometrics},
publisher = {Taylor & Francis Press},
editor = {R. Singh and M. Vatsa},
year = {2018}
}
"SREFI: Synthesis of Realistic Example Face Images,"
Sandipan Banerjee, John S. Bernhard, Walter J. Scheirer, Kevin Bowyer, Patrick Flynn,
Proceedings of the IAPR/IEEE International Joint Conference on Biometrics (IJCB),

October 2017.

[pdf]
[bibtex]
@InProceedings{Banerjee_2017_IJCB,
author = {Sandipan Banerjee and John S. Bernhard and Walter J. Scheirer and
Kevin Bowyer and Patrick Flynn},
title = {SREFI: Synthesis of Realistic Example Face Images},
booktitle = {The IAPR/IEEE International Joint Conference on Biometrics (IJCB)},
month = {October},
year = {2017}
}
"Deja vu: Scalable Place Recognition Using Mutually Supportive Feature Frequencies,"
Adam Jacobson, Walter J. Scheirer, Michael Milford,
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and
Systems (IROS),

September 2017.

[pdf]
[bibtex]
@InProceedings{Jacobson_2017_IROS,
author = {Adam Jacobson and Walter J. Scheirer and Michael Milford},
title = {Deja vu: Scalable Place Recognition Using Mutually Supportive Feature
Frequencies},
booktitle = {Proceedings of the IEEE/RSJ International Conference on Intelligent
Robots and Systems (IROS)},
month = {September},
year = {2017}
}
"Neuron Segmentation Using Deep Complete Bipartite Networks,"
Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen,
Proceedings of the International Conference on Medical Image Computing and Computer
Assisted Intervention (MICCAI),

September 2017.

[pdf]
[bibtex]
@InProceedings{Chen_2017_MICCAI,
author = {Jianxu Chen and Sreya Banerjee and Abhinav Grama and
Walter J. Scheirer and Danny Z. Chen},
title = {Neuron Segmentation Using Deep Complete Bipartite Networks},
booktitle = {International Conference on Medical Image Computing and Computer
Assisted Intervention (MICCAI)},
month = {September},
year = {2017}
}
"Provenance Filtering for Multimedia Phylogeny,"
Allan Pinto, Daniel Moreira, Aparna Bharati, Joel Brogan, Kevin Bowyer, Patrick Flynn,
Walter J. Scheirer, Anderson Rocha,
Proceedings of the IEEE International Conference on Image Processing (ICIP),

September 2017.

[pdf]
[bibtex]
@InProceedings{Pinto_2017_ICIP,
author = {Allan da Silva Pinto and
Daniel Moreira and
Aparna Bharati and
Joel Brogan and
Kevin W. Bowyer and
Patrick J. Flynn and
Walter J. Scheirer and
Anderson Rocha},
title = {Provenance Filtering for Multimedia Phylogeny},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
year = {2017}
}
"U-Phylogeny: Undirected Provenance Graph Construction in the Wild,"
Aparna Bharati, Daniel Moreira, Allan Pinto, Joel Brogan, Kevin Bowyer, Patrick Flynn,
Walter J. Scheirer, Anderson Rocha,
Proceedings of the IEEE International Conference on Image Processing (ICIP),

September 2017.

[pdf]
[bibtex]
@InProceedings{Bharati_2017_ICIP,
author = {Aparna Bharati and
Daniel Moreira and
Allan da Silva Pinto and
Joel Brogan and
Kevin W. Bowyer and
Patrick J. Flynn and
Walter J. Scheirer and
Anderson Rocha},
title = {U-Phylogeny: Undirected Provenance Graph Consruction in the Wild},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
year = {2017}
}
"Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection
and Localization,"
Joel Brogan, Paolo Bestagini, Aparna Bharati, Allan Pinto, Daniel Moreira, Kevin Bowyer,
Patrick Flynn, Anderson Rocha, Walter J. Scheirer,
Proceedings of the IEEE International Conference on Image Processing (ICIP),

September 2017.

[pdf]
[bibtex]
@InProceedings{Brogan_2017_ICIP,
author = {Joel Brogan and
Paolo Bestagini and
Aparna Bharati and
Allan da Silva Pinto and
Daniel Moreira and
Kevin W. Bowyer and
Patrick J. Flynn and
Anderson Rocha and
Walter J. Scheirer},
title = {Spotting the Difference: Context Retrieval and Analysis for Improved
Forgery Detection and Localization},
booktitle = {IEEE International Conference on Image Processing (ICIP)},
year = {2017}
}
"Predicting First Impressions with Deep Learning,"
Mel McCurie, Fernando Beletti, Lucas Parzianello, Allen Westendorp, Samuel E. Anthony,
Walter J. Scheirer,
Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition (FG),

May 2017.

[pdf] [code & data]
[bibtex]
@InProceedings{McCurie_2017_FG,
author = {Mel McCurie and Fernando Beletti and Lucas Parzianello and
Allen Westendorp and Samuel E. Anthony and Walter J. Scheirer},
title = {Predicting First Impressions with Deep Learning},
booktitle = {IEEE Conference on Automatic Face and Gesture Recognition (FG)},
month = {May},
year = {2017}
}
"Extreme Value Theory-Based Methods for Visual Recognition,"
Walter J. Scheirer,
Morgan & Claypool Publishers,

February 2017.

[buy]
[bibtex]
@book{Scheirer_2017_MC,
author = {Walter J. Scheirer},
title = {Extreme Value Theory-Based Methods for Visual Recognition},
publisher = {Morgan & Claypool Publishers},
month = {February},
year = {2017}
}
"Authorship Attribution for Social Media Forensics,"
Anderson Rocha, Walter J. Scheirer, Christopher W. Forstall, Thiago Cavalcante,
Antonio Theophilo, Bingyu Shen, Ariadne R. B. Carvalho, Efstathios Stamatatos,
IEEE Transactions on Information Forensics and Security (T-IFS),

January 2017.

[pdf]
[bibtex]
@article{Scheirer_2017_TIFS,
author = {Anderson Rocha and Walter J. Scheirer and Thiago Cavalcante and
Antonio Theophilo and Bingyu Shen and Ariadne R. B. Carvalho and
Efstathios Stamatatos},
title = {Authorship Attribution for Social Media Forensics},
journal = {IEEE Transactions on Information Forensics and Security (T-IFS)},
volume = {12},
issue = {1},
month = {January},
year = {2017}
}
"Report on the BTAS 2016 Video Person Recognition Evaluation,"
Walter J. Scheirer, Patrick J. Flynn, Changxing Ding, Guodong Guo,
Vitomir Struc, Mohamad Al Jazaery, Klemen Grm, Simon Dobrisek,
Dacheng Tao, Yu Zhu, Joel Brogan, Sandipan Banerjee, Aparna Bharati,
Brandon RichardWebster,
Proceedings of the IEEE International Conference on Biometrics: Theory, Applications
and Systems (BTAS),

September 2016.

[pdf]
[bibtex]
@InProceedings{Scheirer_2016_BTAS,
author = {Walter J. Scheirer and Patrick J. Flynn and Changxing Ding and
Guodong Guo and Vitomir Struc and Mohamad Al Jazaery and Klemen Grm
and Simon Dobrisek and Dacheng Tao and Yu Zhu and Joel Brogan and
Sandipan Banerjee and Aparna Bharati and Brandon RichardWebster},
title = {Report on the BTAS 2016 Video Person Recognition Evaluation},
booktitle = {Proceedings of the IEEE International Conference on Biometrics:
Theory, Applications and Systems (BTAS)},
year = {2016}
}
"Fine-tuning Deep Belief Networks using Harmony Search,"
Joao Paulo Papa, Walter J. Scheirer, David D. Cox,
Applied Soft Computing,

September 2016.

[pdf]
[bibtex]
@article{Papa_2016_ASC,
author = {Joao Paulo Papa and Walter J. Scheirer and David D. Cox},
title = {Fine-tuning Deep Belief Networks using Harmony Search},
journal = {Applied Soft Computing},
volume = {46},
month = {September},
year = {2016}
}
"Reconstruction of Genetically Identified Neurons Imaged by Serial-Section
Electron Microscopy,"
Maximilian Joesch, David Mankus, Masahito Yamagata, Ali Shahbazi, Richard Schalek, Adi
Suissa-Peleg, Markus Meister, Jeff W. Lichtman, Walter J. Scheirer, Joshua R. Sanes,
eLife,

July 2016.

[pdf]
[bibtex]
@article{Joesch_2016_eLife,
author = {Joesch, Maximilian and Mankus, David and Yamagata, Masahito and
Shahbazi, Ali and Schalek, Richard and Suissa-Peleg, Adi and
Meister, Markus and Lichtman, Jeff W. and Scheirer, Walter J. and
Sanes, Joshua R.},
title = {Reconstruction of Genetically Identified Neurons Imaged by
Serial-Section Electron Microscopy},
journal = {eLife},
volume = {5},
pages = {e15015},
year = {2016}
}
"The Sense of a Connection: Automatic Tracing of Intertextuality by Meaning,"
Walter J. Scheirer, Christopher W. Forstall, Neil Coffee,
Literary and Linguistic Computing (LLC),

April 2016.

[pdf]
[bibtex]
@article{Scheirer_2016_LLC,
author = {Walter J. Scheirer and Christopher W. Forstall and Neil Coffee},
title = {The Sense of a Connection: Automatic Tracing of Intertextuality by
Meaning},
journal = {Literary and Linguistic Computing (LLC)},
volume = {31},
issue = {1},
month = {April},
year = {2016}
}
"Open Set Fingerprint Spoof Detection Across Novel Fabrication Materials,"
Ajita Rattani, Walter J. Scheirer, Arun Ross,
IEEE Transactions on Information Forensics and Security (T-IFS),

November 2015.

[pdf] [supp. material]
[bibtex]
@article{Rattani_2015_TIFS,
author = {Ajita Rattani and Walter J. Scheirer and Arun Ross},
title = {Open Set Fingerprint Spoof Detection Across Novel Fabrication
Materials},
journal = {IEEE Transactions on Information Forensics and Security (T-IFS)},
volume = {10},
issue = {11},
month = {November},
year = {2015}
}
"Improving Optimum-Path Forest Classification Using Confidence Measures,"
Silas E. N. Fernandes, Walter J. Scheirer, David D. Cox, Joao Paulo Papa,
Iberoamerican Congress on Pattern Recognition,

October 2015.

[pdf]
[bibtex]
@InProceedings{Fernandes_2015_Iberoamerican,
author = {Silas Fernandes and Walter J. Scheirer and David D. Cox and
Joao Paulo Papa},
title = {Improving Optimum-Path Forest Classification Using Confidence
Measures},
booktitle = {Proceedings of the Iberoamerican Congress on Pattern Recognition},
month = {October},
year = {2015}
}
"Fine-tuning Convolutional Neural Networks Using Harmony Search,"
Gustavo Rosa, Joao Paulo Papa, Aparecido N. Marana, Walter J. Scheirer, David D. Cox,
Iberoamerican Congress on Pattern Recognition,

October 2015.

[pdf]
[bibtex]
@InProceedings{Rosa_2015_Iberoamerican,
author = {Gustavo Rosa and Joao Paulo Papa and Aparecido N. Marana and
Walter J. Scheirer and David D. Cox},
title = {Fine-tuning Convolutional Neural Networks Using Harmony Search},
booktitle = {Iberoamerican Congress on Pattern Recognition},
month = {October},
year = {2015}
}
"On the Model Selection of Bernoulli Restricted Boltzmann Machines Through
Harmony Search,"
Joao Paulo Papa, Gustavo Rosa, K. P. Kosta, Aparecido N. Marana,
Walter J. Scheirer, David D. Cox,
Annual Conference on Genetic and Evolutionary Computation,

July 2015.

[pdf]
[bibtex]
@InProceedings{Papa_2015_Genetic,
author = {Joao Paulo Papa and Gustavo Rosa and K. P. Costa
and Aparecido N. Marana and Walter J. Scheirer and David D. Cox},
title = {On the Model Selection of Bernoulli Restricted Boltzmann Machines
Through Harmony Search},
booktitle = {Proceedings of the Annual Conference on Genetic and Evolutionary
Computation},
month = {July},
year = {2015}
}
"Model Selection for Discriminative Restricted Boltzmann Machines Through
Meta-heuristic Techniques,"
Joao Paulo Papa, Gustavo Rosa, Aparecido N. Marana, Walter J. Scheirer, David D. Cox,
Journal of Computational Science,

July 2015.

[pdf]
[bibtex]
@article{Papa_2015_JCS,
author = {Joao Paulo Papa and Gustavo Rosa and Aparecido N. Marana and
Walter J. Scheirer and David D. Cox},
title = {Model Selection for Discriminative Restricted Boltzmann Machines
Through Meta-heuristic Techniques},
journal = {Journal of Computational Science},
volume = {9},
month = {July},
year = {2015}
}
"Large-scale Learning for Media Understanding,"
Anderson Rocha, Walter J. Scheirer,
EURASIP Journal on Image and Video Processing (JIVP),

July 2015.

[pdf]
[bibtex]
@article{Rocha_2015_JIVP,
author = {Anderson Rocha and Walter J. Scheirer},
title = {Large-scale learning for media understanding},
journal = {EURASIP Journal on Image and Video Processing (JIVP)},
volume = {2015},
number = {24},
month = {July},
year = {2015}
}
"Probability Models for Open Set Recognition,"
Walter J. Scheirer, Lalit P. Jain, Terrance E. Boult,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

November 2014.

[pdf] [supp. material] [errata]
[bibtex]
@article{Scheirer_2014_TPAMIb,
author = {Walter J. Scheirer and Lalit P. Jain and Terrance E. Boult},
title = {Probability Models for Open Set Recognition},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence
(T-PAMI)},
volume = {36},
issue = {11},
month = {November},
year = {2014}
}
"Vision-based Simultaneous Localization and Mapping in Changing Outdoor
Environments,"
Michael Milford, Eleonora Vig, Walter J. Scheirer, David D. Cox,
Journal of Field Robotics (JFR),

September / October 2014.

[pdf]
[bibtex]
@article{Milford_2014_JFR,
author = {Michael Milford and Eleonora Vig and Walter J. Scheirer and
David D. Cox},
title = {Vision-based Simultaneous Localization and Mapping in Changing
Outdoor Environments},
journal = {Journal of Field Robotics (JFR)},
month = {September},
volume = {31},
issue = {5},
year = {2014}
}
"Multi-Class Open Set Recognition Using Probability of Inclusion,"
Lalit P. Jain, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the European Conference on Computer Vision (ECCV),

September 2014.

[pdf] [supp. material]
[bibtex]
@InProceedings{Jain_2014_ECCV,
author = {Lalit P. Jain and Walter J. Scheirer and Terrance E. Boult},
title = {Multi-Class Open Set Recognition Using Probability of Inclusion},
booktitle = {The European Conference on Computer Vision (ECCV)},
month = {September},
year = {2014}
}
"Perceptual Annotation: Measuring Human Vision to Improve Computer Vision,"
Walter Scheirer, Samuel E. Anthony, Ken Nakayama, David D. Cox,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

August 2014.

[pdf]
[bibtex]
@article{Scheirer_2014_TPAMI,
author = {Walter J. Scheirer and Samuel E. Anthony and Ken Nakayama and
David D. Cox},
title = {Perceptual Annotation: Measuring Human Vision to Improve Computer
Vision},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence
(T-PAMI)},
volume = {36},
issue = {8},
month = {August},
year = {2014}
}
"Good Recognition is Non-metric,"
Walter J. Scheirer, Michael Wilber, Michael Eckmann, Terrance E. Boult,
Pattern Recognition,

August 2014.

[pdf] [errata]
[bibtex]
@article{Scheirer_2014_PR,
author = {Walter J. Scheirer and Michael Wilber and Michael Eckmann and
Terrance E. Boult},
title = {Good Recognition is Non-metric},
journal = {Pattern Recognition},
volume = {47},
issue = {8},
month = {August},
year = {2014}
}
"Condition-Invariant, Top-Down Visual Place Recognition,"
Michael Milford, Walter J. Scheirer, Eleonora Vig, Arren Glover, Oliver Baumann,
Jason Mattingley, David D. Cox,
Proceedings of the IEEE International Conference on Robotics and Automation (ICRA),

June 2014.

[pdf]
[bibtex]
@InProceedings{Milford_2014_ICRA,
author = {Michael Milford and Walter J. Scheirer and Eleonora Vig
and Arren Glover and Oliver Baumann and Jason Mattingley and David D. Cox},
title = {Condition-Invariant, Top-Down Visual Place Recognition},
booktitle = {The IEEE International Conference on Robotics and Automation
(ICRA)},
month = {June},
year = {2014}
}
"Open Set Source Camera Attribution and Device Linking,"
Filipe de O. Costa, Ewerton Silva, Michael Eckmann, Walter J. Scheirer, Anderson Rocha,
Pattern Recognition Letters (PRL),

April 2014.

[pdf]
[bibtex]
@article{Costa_2014_PRL,
author = {Filipe O. Costa and Ewerton Silva and Michael Eckmann and
Walter J. Scheirer and Anderson Rocha},
title = {Open Set Source Camera Attribution and Device Linking},
journal = {Pattern Recognition Letters},
volume = {36},
month = {April},
year = {2014}
}
"Towards Condition-Invariant, Top-Down Visual Place Recognition,"
Michael Milford, Eleonora Vig, Walter J. Scheirer, David D. Cox
Proceedings of the Australasian Conference on Robotics and Automation (ACRA),

December 2013.

[pdf]
[bibtex]
@InProceedings{Milford_2013_ACRA,
author = {Michael Milford and Eleonora Vig and Walter J. Scheirer and
David D. Cox},
title = {Towards Condition-Invariant, Top-Down Visual Place Recognition},
booktitle = {The Australasian Conference on Robotics and Automation (ACRA)},
month = {December},
year = {2013}
}
"Voice Authentication Using Short Phrases: Examining Accuracy, Security and Privacy
Issues,"
R.C. Johnson, Terrance E. Boult, Walter J. Scheirer,
Proceedings of the IEEE International Conference on Biometrics: Theory, Applications and
Systems (BTAS),

September 2013.

[pdf]
[bibtex]
@InProceedings{Johnson_2013_BTAS,
author = {R.C. Johnson and Terrance E. Boult and Walter J. Scheirer},
title = {Voice Authentication Using Short Phrases: Examining Accuracy,
Security and Privacy Issues},
booktitle = {The IEEE International Conference on Biometrics: Theory,
Applications and Systems (BTAS)},
month = {September},
year = {2013}
}
"Towards Open Set Recognition,"
Walter J. Scheirer, Anderson Rocha, Archana Sapkota, Terrance E. Boult,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

July 2013.

[pdf]
[bibtex]
@article{Scheirer_2013_TPAMI,
author = {Walter J. Scheirer and Anderson Rocha and Archana Sapkota
and Terrance E. Boult},
title = {Towards Open Set Recognition},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence
(T-PAMI)},
volume = {35},
issue = {7},
month = {July},
year = {2013}
}
"Beyond PKI: The Biocryptographic Key Infrastructure (Chapter),"
Walter J. Scheirer, Bill Bishop, Terrance E. Boult,
Security and Privacy in Biometrics (Springer-Verlag),

July 2013.

[pdf]
[bibtex]
@incollection{Scheirer_2013_SPB,
author = {Walter J. Scheirer and Bill Bishop and Terrance E. Boult},
title = {Beyond PKI: The Biocryptographic Key Infrastructure},
booktitle = {Security and Privacy in Biometrics},
publisher = {Springer-Verlag},
editor = {P. Campisi},
year = {2013}
}
"Secure Voice-based Authentication for Mobile Devices: Vaulted Voice Verification,"
R.C. Johnson, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the SPIE Defense, Security + Sensing Symposium,

May 2013.

[pdf]
[bibtex]
@InProceedings{Johnson_2013_SPIE,
author = {R.C. Johnson and Walter J. Scheirer and Terrance E. Boult},
title = {Secure Voice-based Authentication for Mobile Devices: Vaulted
Voice Verification},
booktitle = {The SPIE Defense, Security + Sensing Symposium},
month = {May},
year = {2013}
}
"How Reliable are Your Visual Attributes?"
Walter J. Scheirer, Neeraj Kumar, Vijay Iyer, Peter N. Belhumeur, Terrance E. Boult,
Proceedings of the SPIE Defense, Security + Sensing Symposium

May 2013.

[pdf]
[bibtex]
@InProceedings{Scheirer_2013_SPIE,
author = {Walter J. Scheirer and Neeraj Kumar and Vijay Iyer and
Peter N. Belhumeur and Terrance E. Boult},
title = {How Reliable are Your Visual Attributes?},
booktitle = {The SPIE Defense, Security + Sensing Symposium},
month = {May},
year = {2013}
}
"Animal Recognition in the Mojave Desert: Vision Tools for Field Biologists,"
Michael J. Wilber, Walter J. Scheirer, Phil Leitner, Brian Heflin, James Zott, Daniel Reinke,
David Delaney, Terrance E. Boult,
Proceedings of the IEEE Workshop on the Applications of Computer Vision (WACV),

January 2013.

[pdf]
[bibtex]
@InProceedings{Wilber_2013_WACV,
author = {Michael Wilber and Walter J. Scheirer and Phil Leitner and
Brian Heflin and James Zott and Daniel Reinke and David Delaney and
Terrance E. Boult},
title = {Animal Recognition in the Mojave Desert: Vision Tools for Field
Biologists},
booktitle = {Proceedings of the IEEE Workshop on the Applications of Computer
Vision (WACV)},
month = {January}
year = {2013}
}
"Detecting and Classifying Scars, Marks, and Tattoos Found in the Wild,"
Brian Heflin, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the IEEE International Conference on Biometrics: Theory, Applications and
Systems (BTAS),

September 2012.

[pdf]
[bibtex]
@InProceedings{Heflin_2012_BTAS,
author = {Brian Heflin and Walter J. Scheirer and Terrance E. Boult},
title = {Detecting and Classifying Scars, Marks, and Tattoos Found in
the Wild},
booktitle = {The IEEE International Conference on Biometrics: Theory,
Applications and Systems (BTAS)},
month = {September},
year = {2012}
}
"Open Set Source Camera Attribution,"
Filipe de O. Costa, Michael Eckmann, Walter J. Scheirer, Anderson Rocha
Proceedings of XXV SIBGRAPI - Conference on Graphics, Patterns and Images,

August 2012.

[pdf]
[bibtex]
@InProceedings{Wilber_2012_ICSWB,
author = {Filipe de O. Costa and Michael Eckmann and Walter J. Scheirer and
Anderson Rocha},
title = {Open Set Source Camera Attribution},
booktitle = {XXV SIBGRAPI - Conference on Graphics, Patterns and Images},
month = {August},
year = {2012}
}
"Learning for Meta-Recognition,"
Walter J. Scheirer, Anderson Rocha, Jonathan Parris, Terrance E. Boult,
IEEE Transactions on Information Forensics and Security (T-IFS),

August 2012.

[pdf]
[bibtex]
@article{Scheirer_2012_TIFS,
author = {Walter J. Scheirer and Anderson Rocha and Jonathan Parris and
Terrance E. Boult},
title = {Learning for Meta-Recognition},
journal = {IEEE Transactions on Information Forensics and Security (TIFS)},
volume = {7},
issue = {4},
month = {August},
year = {2012}
}
"PRIVV: Private Remote Iris-authentication with Vaulted Verification,"
Michael J. Wilber, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the IEEE Computer Society Workshop on Biometrics,

June 2012.

[pdf]
[bibtex]
@InProceedings{Wilber_2012_ICSWB,
author = {Michael J. Wilber and Walter J. Scheirer and Terrance E. Boult},
title = {PRIVV: Private Remote Iris-authentication with Vaulted Verification},
booktitle = {The IEEE Computer Society Workshop on Biometrics},
month = {June},
year = {2012}
}
"Multi-Attribute Spaces: Calibration for Attribute Fusion and Similarity Search,"
Walter J. Scheirer, Neeraj Kumar, Peter N. Belhumeur, Terrance E. Boult,
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR),

June 2012.

[pdf] [code]
[bibtex]
@InProceedings{Scheirer_2012_CVPR,
author = {Walter J. Scheirer and Neeraj Kumar and Peter N. Belhumeur and
Terrance E. Boult},
title = {Multi-Attribute Spaces: Calibration for Attribute Fusion and
Similarity Search},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition
(CVPR)},
month = {June},
year = {2012}
}
"For Your Eyes Only,"
Brian Heflin, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the IEEE Workshop on the Applications of Computer Vision (WACV),

January 2012.

[pdf]
[bibtex]
@InProceedings{Heflin_2012_WACV,
author = {Brian Heflin and Walter J. Scheirer and Terrance E. Boult},
title = {For Your Eyes Only},
booktitle = {The IEEE Workshop on the Applications of Computer Vision (WACV)},
month = {January},
year = {2012}
}
"Vision of the Unseen: Current Trends and Challenges in Digital Image and Video
Forensics,"
Anderson Rocha, Walter J. Scheirer, Terrance E. Boult, Siome Goldenstein,
ACM Computing Surveys (CSUR),

October 2011.

[pdf]
[bibtex]
@article{Rocha_2011_CSUR,
author = {Anderson Rocha and Walter J. Scheirer and Terrance E. Boult and
Siome Goldenstein},
title = {Vision of the Unseen: Current Trends and Challenges in Digital Image
and Video Forensics},
journal = {ACM Computing Surveys (CSUR)},
volume = {43},
issue = {4},
month = {October},
year = {2011}
}
"Fusing with Context: a Bayesian Approach to Combining Descriptive Attributes,"
Walter J. Scheirer, Neeraj Kumar, Karl Ricanek, Terrance E. Boult, Peter N. Belhumeur,
Proceedings of the IAPR/IEEE International Joint Conference on Biometrics (IJCB),

October 2011.

[pdf]
[bibtex]
@InProceedings{Scheirer_2011_IJCB,
author = {Walter J. Scheirer and Neeraj Kumar and Karl Ricanek and
Terrance E. Boult and Peter N. Belhumeur},
title = {Fusing with Context: a Bayesian Approach to Combining Descriptive
Attributes},
booktitle = {The IAPR/IEEE International Joint Conference on Biometrics
(IJCB)},
month = {October},
year = {2011}
}
"Evidence of Intertextuality: Investigating Paul the Deacon's Angustae Vitae,"
Christopher W. Forstall, Sarah Jacobson, Walter J. Scheirer,
Literary & Linguistic Computing (LLC),

September 2011.

[pdf]
[bibtex]
@article{Forstall_2011_LLC,
author = {Christopher W. Forstall and Sarah Jacobson and Walter J. Scheirer},
title = {Evidence of Intertextuality: Investigating Paul the Deacon's
Angustae Vitae},
journal = {Literary \& Linguistic Computing (LLC)},
month = {September},
volume = {26},
issue = {3},
pages = {285--296},
year = {2011}
}
"A Look at Eye Detection for Unconstrained Environments,"
Brian Heflin, Walter J. Scheirer, Anderson Rocha, Terrance E. Boult,
In Pattern Recognition, Machine Intelligence and Biometrics (Higher Education Press &
Springer-Verlag),

September 2011.

[pdf]
[bibtex]
@incollection{Heflin_2011_PRMIB,
author = {Brian Heflin and Walter J. Scheirer and Anderson Rocha and
Terrance E. Boult},
title = {A Look at Eye Detection for Unconstrained Environments},
booktitle = {Pattern Recognition, Machine Intelligence and Biometrics},
publisher = {Higher Education Press & Springer-Verlag},
editor = {P. Wang},
month = {September},
year = {2011}
}
"Meta-Recognition: The Theory and Practice of Recognition Score Analysis,"
Walter J. Scheirer, Anderson Rocha, Ross Micheals, Terrance E. Boult,
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

August 2011.

[pdf] [errata] [code]
[bibtex]
@article{Scheirer_2011_TPAMI,
author = {Walter J. Scheirer and Anderson Rocha and Ross Michaels and
Terrance E. Boult},
title = {Meta-Recognition: The Theory and Practice of Recognition Score
Analysis},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence
(PAMI)},
volume = {33},
issue = {8},
pages = {1689--1695},
year = {2011}
}
"Beyond PKI: The Biocryptographic Key Infrastructure,"
Walter J. Scheirer, Bill Bishop, Terrance E. Boult,
Proceedings of the IEEE International Workshop on Information Forensics and Security (WIFS),

December 2010.

[pdf]
[bibtex]
@InProceedings{Scheirer_2010_WIFS,
author = {Walter J. Scheirer and Bill Bishop and Terrance E. Boult},
title = {Beyond PKI: The Biocryptographic Key Infrastructure},
booktitle = {The IEEE International Workshop on Information Forensics
and Security (WIFS)},
month = {December},
year = {2010}
}
"Single Image Deblurring for a Real-Time Face Recognition System,"
Brian Heflin, Brian Parks, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the 36th Annual Conference of the IEEE Industrial Electronics Society (IECON),

November 2010.

[pdf]
[bibtex]
@InProceedings{Heflin_2010_IECON,
author = {Brian Heflin and Brian Parks and Walter J. Scheirer and
Terrance E. Boult},
title = {Single Image Deblurring for a Real-Time Face Recognition System},
booktitle = {The 36th Annual Conference of the IEEE Industrial Electronics
Society (IECON)},
month = {November},
year = {2010}
}
"Correcting Rolling-Shutter Distortion for a Real-Time Face Recognition System,"
Brian Heflin, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the IEEE International Conference on Biometrics: Theory, Applications and
Systems (BTAS),

October 2010.

[pdf]
[bibtex]
@InProceedings{Heflin_2010_BTAS,
author = {Brian Heflin and Walter J. Scheirer and Terrance E. Boult},
title = {Correcting Rolling-Shutter Distortion for a Real-Time Face
Recognition System},
booktitle = {The IEEE International Conference on Biometrics: Theory,
Applications and Systems (BTAS)},
month = {October},
year = {2010}
}
"Face System Evaluation Toolkit: Recognition is Harder than it Seems,"
Vijay Iyer, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the IEEE International Conference on Biometrics: Theory, Applications and
Systems (BTAS),

October 2010.

[pdf]
[bibtex]
@InProceedings{Iyer_2010_BTAS,
author = {Vijay Iyer and Walter J. Scheirer and Terrance E. Boult},
title = {Face System Evaluation Toolkit: Recognition is Harder than it Seems},
booktitle = {The IEEE International Conference on Biometrics: Theory,
Applications and Systems (BTAS)},
month = {October},
year = {2010}
}
"Robust Fusion: Extreme Value Theory for Recognition Score Normalization,"
Walter J. Scheirer, Anderson Rocha, Ross Micheals, Terrance E. Boult,
Proceedings of the 11th European Conference on Computer Vision (ECCV),

September 2010.

[pdf] [code]
[bibtex]
@InProceedings{Scheirer_2011_ECCV,
author = {Walter J. Scheirer and Anderson Rocha and Ross Michaels and
Terrance E. Boult},
title = {Robust Fusion: Extreme Value Theory for Recognition Score
Normalization},
booktitle = {The 11th European Conference on Computer Vision (ECCV)},
month = {September},
year = {2010}
}
"FACE-GRAB: Face Recognition with General Region Assigned to Binary Operator,"
Archana Sapkota, Brian Parks, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the IEEE Computer Society Workshop on Biometrics,

June 2010.

[pdf]
[bibtex]
@InProceedings{Sapkota_2010_ICSWB,
author = {Archana Sapkota and Brian Parks and Walter J. Scheirer and
Terrance E. Boult},
title = {FACE-GRAB: Face Recognition with General Region Assigned to Binary
Operator},
booktitle = {The IEEE Computer Society Workshop on Biometrics},
month = {June},
year = {2010}
}
"A Taxonomy of Face Models for System Evaluation,"
Vijay Iyer, Shane Kirkbride, Brian Parks, Walter J. Scheirer, Terrance E. Boult,
Proceedings of the IEEE Workshop on Analysis and Modeling of Faces and Gestures (AMFG),

June 2010.

[pdf]
[bibtex]
@InProceedings{Iyer_2010_AMFG,
author = {Vijay Iyer and Shane Kirkbride and Brian Parks and
Walter J. Scheirer and Terrance E. Boult},
title = {A Taxonomy of Face Models for System Evaluation},
booktitle = {The IEEE Workshop on Analysis and Modeling of
Faces and Gestures (AMFG)},
month = {June},
year = {2010}
}
"Features from Frequency: Authorship and Stylistic Analysis Using Repetitive Sound,"
Christopher W. Forstall, Walter J. Scheirer,
Proceedings of the 4th Annual Chicago Colloquium on Digital Humanities and Computer
Science (DHCS),

November 2009.

[pdf]
[bibtex]
@InProceedings{Forstall_2009_DHCS,
author = {Christopher W. Forstall and Walter J. Scheirer},
title = {Features from Frequency: Authorship and Stylistic Analysis Using
Repetitive Sound},
booktitle = {The 4th Annual Chicago Colloquium on Digital Humanities and
Computer Science (DHCS)},
month = {November},
year = {2009}
}
"Difficult Detection: A Comparison of Two Different Approaches to Eye Detection for
Unconstrained Environments,"
Walter J. Scheirer, Anderson Rocha, Brian Heflin, Terrance E. Boult,
Proceedings of the IEEE International Conference on Biometrics: Theory, Applications and
Systems (BTAS),

October 2009.

[pdf]
[bibtex]
@InProceedings{Scheirer_2009_BTAS,
author = {Walter J. Scheirer and Anderson Rocha and Brian Heflin and
Terrance E. Boult},
title = {Difficult Detection: A Comparison of Two Different Approaches to
Eye Detection for Unconstrained Environments},
booktitle = {Proceedings of the IEEE International Conference on Biometrics:
Theory, Applications and Systems (BTAS)},
month = {October},
year = {2009}
}
"Long Range Facial Image Acquisition and Quality,"
Terrance E. Boult, Walter J. Scheirer,
In Handbook of Remote Biometrics: for Surveillance and Security (Springer-Verlag),

August 2009.

[pdf]
[bibtex]
@incollection{Boult_2009_HRB,
author = {Terrance E. Boult and Walter J. Scheirer},
title = {Long Range Facial Image Acquisition and Quality},
booktitle = {In Handbook of Remote Biometrics: for Surveillance and
Security (Springer-Verlag)},
publisher = {Springer-Verlag},
editor = {M. Tistarelli and S. Li and R. Chellappa},
month = {August},
year = {2009}
}
"Bipartite Biotokens: Definition, Implementation, and Analysis,"
Walter J. Scheirer, Terrance E. Boult,
Proceedings of the 3rd IAPR/IEEE International Conference on Biometrics (ICB),

June 2009.

[pdf]
[bibtex]
@InProceedings{Scheirer_2009_ICB,
author = {Walter J. Scheirer and Terrance E. Boult},
title = {Bipartite Biotokens: Definition, Implementation, and Analysis},
booktitle = {The 3rd IAPR/IEEE International Conference on Biometrics (ICB)},
month = {June},
year = {2009}
}
"Privacy Enhancement via Adaptive Cryptographic Embedding,"
Walter J. Scheirer, Richard White, Terrance E. Boult,
Proceedings of the National Homeland Defense Foundation's Emerging Technology Day,

October 2008.

[pdf]
[bibtex]
@InProceedings{Scheirer_2008_NHDFETD,
author = {Walter J. Scheirer and Richard White and Terrance E. Boult},
title = {Privacy Enhancement via Adaptive Cryptographic Embedding},
booktitle = {The National Homeland Defense Foundation's Emerging
Technology Day},
month = {October},
year = {2008}
}
"A Fusion Based Approach to Enhancing Multi-Modal Biometric Recognition System
Failure and Overall Performance,"
Walter J. Scheirer, Terrance E. Boult,
Proceedings of the IEEE International Conference on Biometrics: Theory, Applications and
Systems (BTAS),

September 2008.

[pdf]
[bibtex]
@InProceedings{Scheirer_2008_BTAS,
author = {Walter J. Scheirer and Terrance E. Boult},
title = {A Fusion Based Approach to Enhancing Multi-Modal Biometric Recognition
System Failure and Overall Performance},
booktitle = {The IEEE International Conference on Biometrics: Theory,
Applications and Systems (BTAS)},
month = {September},
year = {2008}
}
"Bio-Cryptographic Protocols with Bipartite Biotokens,"
Walter J. Scheirer, Terrance E. Boult,
Proceedings of the Biometrics Symposium, held in conjunction with the Biometrics Consortium
Conference (BCC),

September 2008.

[pdf]
[bibtex]
@InProceedings{Scheirer_2008_BSBCC,
author = {Walter J. Scheirer and Terrance E. Boult},
title = {Bio-Cryptographic Protocols with Bipartite Biotokens},
booktitle = {The Biometrics Symposium, held in conjunction with the
Biometrics Consortium Conference (BCC)},
month = {September},
year = {2008}
}
"Predicting Biometric Facial Recognition Failure With Similarity Surfaces and Support
Vector Machines,"
Walter J. Scheirer, Abhijit Bendale, Terrance E. Boult,
Proceedings of the IEEE Computer Society Workshop on Biometrics,

June 2008.

[pdf]
[bibtex]
@InProceedings{Scheirer_2008_ICSWB,
author = {Walter J. Scheirer and Abhijit Bendale and Terrance E. Boult},
title = {Predicting Biometric Facial Recognition Failure With Similarity
Surfaces and Support Vector Machines},
booktitle = {The IEEE Computer Society Workshop on Biometrics},
month = {June},
year = {2008}
}
"The Unseen Challenge Data Sets,"
Walter J. Scheirer, Anderson Rocha, Terrance E. Boult, Siome Goldenstein,
Proceedings of the First IEEE Workitorial on Vision of the Unseen,

June 2008.

[pdf]
[bibtex]
@InProceedings{Scheirer_2008_WVU,
author = {Walter J. Scheirer and Anderson Rocha and Terrance E. Boult and
Siome Goldenstein},
title = {The Unseen Challenge Data Sets},
booktitle = {The First IEEE Workitorial on Vision of the Unseen},
month = {June},
year = {2008}
}
"FAAD: Face at a Distance,"
Terrance E. Boult, Walter J. Scheirer, Robert Woodworth,
Proceedings of the SPIE Defense and Security Symposium,

March 2008.

[pdf]
[bibtex]
@InProceedings{Boult_2008_SPIE,
author = {Terrance E. Boult and Walter J. Scheirer and Robert Woodworth},
title = {FAAD: Face at a Distance},
booktitle = {The SPIE Defense and Security Symposium},
month = {March},
year = {2008}
}
"INSPEC^2T: Inexpensive Spectrometer Color Camera Technology,"
Walter J. Scheirer, Shane Kirkbride, Terrance E. Boult,
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV),

January 2008.

[pdf]
[bibtex]
@InProceedings{Scheirer_2008_WACV,
author = {Walter J. Scheirer and Shane Kirkbride and Terrance E. Boult},
title = {INSPEC^2T: Inexpensive Spectrometer Color Camera Technology},
booktitle = {The IEEE Workshop on Applications of Computer Vision (WACV)},
month = {January},
year = {2008}
}
"Syntax vs. Semantics: Competing Approaches to Dynamic Network Intrusion
Detection,"
Walter J. Scheirer, Mooi-Choo Chuah,
International Journal of Security and Networks (IJSN),

January 2008.

[pdf]
[bibtex]
@article{Scheirer_2008_IJSN,
author = {Walter J. Scheirer and Mooi-Choo Chuah},
title = {Syntax vs. Semantics: Competing Approaches to Dynamic Network
Intrusion Detection},
journal = {nternational Journal of Security and Networks (IJSN)},
volume = {3},
issue = {1},
pages = {24--35},
month = {January},
year = {2008}
}
"Cracking Fuzzy Vaults and Biometric Encryption,"
Walter J. Scheirer, Terrance E. Boult,
Proceedings of the Biometrics Symposium, held in conjunction with the Biometrics Consortium
Conference (BCC),

September 2007.

[pdf]
[bibtex]
@InProceedings{Scheirer_2007_BSBCC,
author = {Walter J. Scheirer and Terrance E. Boult},
title = {Cracking Fuzzy Vaults and Biometric Encryption},
booktitle = {The Biometrics Symposium, held in conjunction with the
Biometrics Consortium Conference (BCC)},
month = {September},
year = {2007}
}
"Revocable Fingerprint Biotokens: Accuracy and Security Analysis,"
Terrance E. Boult, Walter J. Scheirer, Robert Woodworth,
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR),

June 2007.

[pdf]
[bibtex]
@InProceedings{Boult_2007_CVPR,
author = {Terrance E. Boult and Walter J. Scheirer and Robert Woodworth},
title = {Revocable Fingerprint Biotokens: Accuracy and Security Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition
(CVPR)},
month = {June},
year = {2007}
}
"A Bioinformatics Approach to Identify Recoding Events of A-to-I RNA Editing,"
Daniel Lopresti, Stefan Maas, Derek Drake, Rikhi Kaushal, Steven Hookway,
Walter J. Scheirer, Mark Strohmaier,
Christopher Wojciechowski,
Proceedings of the Computational Systems Bioinformatics Conference,

August 2006.

[bibtex]
@InProceedings{Lopresti_2006_CSB,
author = {Daniel Lopresti and Stefan Maas and Derek Drake and
Rikhi Kaushal and Steven Hookway and Walter J. Scheirer and
Mark Strohmaier and Christopher Wojciechowski},
title = {A Bioinformatics Approach to Identify Recoding Events of
A-to-I RNA Editing},
booktitle = {The Computational Systems Bioinformatics Conference},
month = {August},
year = {2006}
}
"Network Intrusion Detection with Semantics-Aware Capability,"
Walter J. Scheirer, Mooi-Choo Chuah,
Proceedings of the 2nd International Workshop on Security in Systems and Networks (SSN),

April 2006.

[pdf]
[bibtex]
@InProceedings{Scheirer_2006_SSN,
author = {Walter J. Scheirer and Mooi-Choo Chuah},
title = {Network Intrusion Detection with Semantics-Aware Capability},
booktitle = {The 2nd International Workshop on Security in Systems and
Networks (SSN)},
month = {April},
year = {2006}
}
"The Strength of Syntax Based Approaches to Dynamic Network Intrusion Detection,"
Walter J. Scheirer, Mooi-Choo Chuah,
Proceedings of the 40th Annual Conference on Information Sciences and Systems (CISS),

March 2006.

[pdf]
[bibtex]
@InProceedings{Scheirer_2006_CISS,
author = {Walter J. Scheirer and Mooi-Choo Chuah},
title = {The Strength of Syntax Based Approaches to Dynamic Network
Intrusion Detection},
booktitle = {The 40th Annual Conference on Information Sciences and
Systems (CISS)},
month = {March},
year = {2006}
}

Walter J. Scheirer

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