Publications (chronological)

1. "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),

   Accepted for Publicatiton in 2020.

   [pdf]

   [bibtex]

   @misc{vidalmata2019bridging,
   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},
   year = {2019},
   eprint = {1901.09482},
   archivePrefix = {arXiv},
   primaryClass = {cs.CV}
   }
   
2. "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}
   }
   
3. "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}
   }
   
4. "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}
   }
   
5. "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}
   }
   
6. "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]

   [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}
   }
   
7. "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]

   [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}
   }
   
8. "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]

   [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},
   }
   
9. "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}
   }
   
10. "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]

    [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}
    }
    
11. "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},
    }
    
12. "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}
    }
    
13. "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},
    }
    
14. "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},
    }
    
15. "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},
    }
    
16. "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}
    }
    
17. "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}
    }
    
18. "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}
    }
    
19. "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}
    }
    
20. "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},
    }
    
21. "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}
    }
    
22. "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]

    [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}
    }
    
23. "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}
    }
    
24. "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}
    }
    
25. "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}
    }
26. "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}
    }
    
27. "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}
    }
    
28. "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}
    }
    
29. "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}
    }
    
30. "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}
    }
    
31. "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}
    }
    
32. "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}
    }
    
33. "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}
    }
34. "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}
    }
    
35. "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}
    }
    
36. "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}
    }
    
37. "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}
    }
    
38. "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}
    }
    
39. "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}
    }
    
40. "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}
    }
    
41. "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}
    }
    
42. "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}
    }
    
43. "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}
    }
    
44. "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}
    }
    
45. "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}
    }
    
46. "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}
    }
    
47. "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}
    }
    
48. "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}
    }
    
49. "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}
    }
    
50. "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}
    }
    
51. "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}
    }
    
52. "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}
    }
53. "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}
    }
54. "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}
    }
    
55. "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}
    }
    
56. "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}
    }
57. "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}
    }
    
58. "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}
    }
    
59. "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}
    }
    
60. "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}
    }
    
61. "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}
    }
62. "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}
    }
    
63. "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}
    }
    
64. "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}
    }
    
65. "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}
    }
66. "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}
    }
67. "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}
    }
    
68. "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}
    }
69. "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]

    [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}
    }
70. "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}
    }
71. "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}
    }
72. "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}
    }
73. "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}
    }
74. "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}
    }
75. "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]

    [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}
    }
    
76. "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}
    }
77. "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}
    }
78. "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}
    }
79. "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}
    }
80. "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]

    [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}
    }
81. "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}
    }
82. "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}
    }
83. "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}
    }
84. "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}
    }
85. "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}
    }
86. "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}
    }
87. "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}
    }
88. "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}
    }
89. "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}
    }
90. "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}
    }
91. "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}
    }
92. "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}
    }
93. "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}
    }
94. "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}
    }
95. "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}
    }
96. "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}
    }
97. "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}
    }
98. "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}
    }
99. "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}
    }