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2020 – today
- 2023
[c71]Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn:
Analyzing the Impact of Shape & Context on the Face Recognition Performance of Deep Networks. FG 2023: 1-8- [c70]William Theisen, Daniel Gonzalez Cedre, Zachariah Carmichael, Daniel Moreira
, Tim Weninger, Walter J. Scheirer:
Motif Mining: Finding and Summarizing Remixed Image Content. WACV 2023: 1319-1328 - [i58]Louisa Conwill, Samuel E. Anthony, Walter J. Scheirer:
Has the Virtualization of the Face Changed Facial Perception? A Study of the Impact of Augmented Reality on Facial Perception. CoRR abs/2303.00612 (2023) - 2022
- [j36]Sara Mandelli, Davide Cozzolino, Edoardo Daniele Cannas, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp:
Forensic Analysis of Synthetically Generated Western Blot Images. IEEE Access 10: 59919-59932 (2022) - [j35]Nozomu Okuda, Jeffery Kinnison, Patrick J. Burns, Neil Coffee, Walter J. Scheirer:
Tesserae Intertext Service. Digit. Humanit. Q. 16(1) (2022) - [j34]Samuel Grieggs, Bingyu Shen, Greta Rauch, Pei Li, Jiaqi Ma, David Chiang, Brian L. Price, Walter J. Scheirer:
Measuring Human Perception to Improve Handwritten Document Transcription. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6594-6601 (2022) - [j33]Derek S. Prijatelj, Mel McCurrie, Samuel E. Anthony, Walter J. Scheirer:
A Bayesian evaluation framework for subjectively annotated visual recognition tasks. Pattern Recognit. 123: 108395 (2022) - [i57]William Theisen, Daniel Gonzalez Cedre, Zachariah Carmichael, Daniel Moreira, Tim Weninger, Walter J. Scheirer:
Motif Mining: Finding and Summarizing Remixed Image Content. CoRR abs/2203.08327 (2022) - [i56]Zachariah Carmichael, Walter J. Scheirer:
Unfooling Perturbation-Based Post Hoc Explainers. CoRR abs/2205.14772 (2022) - [i55]Justin Dulay, Sonia Poltoratski, Till S. Hartmann, Samuel E. Anthony, Walter J. Scheirer:
Guiding Machine Perception with Psychophysics. CoRR abs/2207.02241 (2022) - [i54]Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn:
Analyzing the Impact of Shape & Context on the Face Recognition Performance of Deep Networks. CoRR abs/2208.02991 (2022) - [i53]Jin Huang, Derek S. Prijatelj, Justin Dulay, Walter J. Scheirer:
Measuring Human Perception to Improve Open Set Recognition. CoRR abs/2209.03519 (2022) - [i52]Brandon Richard Webster, Anthony DiFalco, Elisabetta Caldesi, Walter J. Scheirer:
Perceptual-Score: A Psychophysical Measure for Assessing the Biological Plausibility of Visual Recognition Models. CoRR abs/2210.08632 (2022) - [i51]Justin Dulay, Walter J. Scheirer:
Using Human Perception to Regularize Transfer Learning. CoRR abs/2211.07885 (2022) - [i50]Derek S. Prijatelj, Samuel Grieggs, Jin Huang, Dawei Du, Ameya Shringi, Christopher Funk, Adam Kaufman, Eric Robertson, Walter J. Scheirer:
Human Activity Recognition in an Open World. CoRR abs/2212.12141 (2022) - 2021
- [j32]Sreya Banerjee, Rosaura G. VidalMata, Zhangyang Wang, Walter J. Scheirer:
Report on UG2+ challenge Track 1: Assessing algorithms to improve video object detection and classification from unconstrained mobility platforms. Comput. Vis. Image Underst. 213: 103297 (2021) - [j31]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:
Bridging the Gap Between Computational Photography and Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 43(12): 4272-4290 (2021) - [j30]Aparna Bharati, Daniel Moreira, Patrick J. Flynn, Anderson de Rezende Rocha, Kevin W. Bowyer, Walter J. Scheirer:
Transformation-Aware Embeddings for Image Provenance. IEEE Trans. Inf. Forensics Secur. 16: 2493-2507 (2021) - [j29]Blaz Meden, Peter Rot, Philipp Terhörst, Naser Damer, Arjan Kuijper, Walter J. Scheirer, Arun Ross, Peter Peer, Vitomir Struc:
Privacy-Enhancing Face Biometrics: A Comprehensive Survey. IEEE Trans. Inf. Forensics Secur. 16: 4147-4183 (2021) - [j28]Joel Brogan, Aparna Bharati, Daniel Moreira, Anderson Rocha, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer:
Fast Local Spatial Verification for Feature-Agnostic Large-Scale Image Retrieval. IEEE Trans. Image Process. 30: 6892-6905 (2021) - [c69]Terrance E. Boult, Przemyslaw A. Grabowicz, Derek S. Prijatelj, Roni Stern, Lawrence Holder, Joshua Alspector, Mohsen Jafarzadeh, Touqeer Ahmad, Akshay Raj Dhamija, Chunchun Li, Steve Cruz, Abhinav Shrivastava, Carl Vondrick, Walter J. Scheirer:
Towards a Unifying Framework for Formal Theories of Novelty. AAAI 2021: 15047-15052 - [c68]Bingyu Shen, Brandon RichardWebster, Alice J. O'Toole, Kevin W. Bowyer, Walter J. Scheirer:
A Study of the Human Perception of Synthetic Faces. FG 2021: 1-8 - [c67]Derek S. Prijatelj, Samuel Grieggs, Futoshi Yumoto, Eric Robertson, Walter J. Scheirer:
Handwriting Recognition with Novelty. ICDAR (4) 2021: 494-509 - [c66]Sophia J. Abraham, Zachariah Carmichael, Sreya Banerjee, Rosaura G. VidalMata, Ankit Agrawal, Md Nafee Al Islam, Walter J. Scheirer, Jane Cleland-Huang:
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems. WAIN@ICSE 2021: 113-120 - [c65]William Theisen, Joel Brogan, Pamela Bilo Thomas, Daniel Moreira, Pascal Phoa, Tim Weninger, Walter J. Scheirer:
Automatic Discovery of Political Meme Genres with Diverse Appearances. ICWSM 2021: 714-726 - [c64]Bingyu Shen, Boyang Li, Walter J. Scheirer:
Automatic Virtual 3D City Generation for Synthetic Data Collection. WACV (Workshops) 2021: 161-170 - [c63]Rosaura G. VidalMata, Walter J. Scheirer, Anna Kukleva, David D. Cox, Hilde Kuehne:
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences. WACV 2021: 1237-1246 - [i49]Sophia J. Abraham, Zachariah Carmichael, Sreya Banerjee, Rosaura G. VidalMata, Ankit Agrawal, Md Nafee Al Islam, Walter J. Scheirer, Jane Cleland-Huang:
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems. CoRR abs/2103.15053 (2021) - [i48]Derek S. Prijatelj, Samuel Grieggs, Futoshi Yumoto, Eric Robertson, Walter J. Scheirer:
Handwriting Recognition with Novelty. CoRR abs/2105.06582 (2021) - [i47]Zachariah Carmichael, Walter J. Scheirer:
On the Objective Evaluation of Post Hoc Explainers. CoRR abs/2106.08376 (2021) - [i46]Bingyu Shen, Brandon RichardWebster, Alice J. O'Toole, Kevin W. Bowyer, Walter J. Scheirer:
A Study of the Human Perception of Synthetic Faces. CoRR abs/2111.04230 (2021) - [i45]Sara Mandelli, Davide Cozzolino, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp:
Forensic Analysis of Synthetically Generated Scientific Images. CoRR abs/2112.08739 (2021) - 2020
- [j27]Klemen Grm, Walter J. Scheirer, Vitomir Struc:
Face Hallucination Using Cascaded Super-Resolution and Identity Priors. IEEE Trans. Image Process. 29: 2150-2165 (2020) - [j26]Wenhan Yang, Ye Yuan, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang, Taiheng Zhang, Qiaoyong Zhong, Di Xie, Shiliang Pu, Yuqiang Zheng, Yanyun Qu, Yuhong Xie, Liang Chen, Zhonghao Li, Chen Hong, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Shuai Zheng, Minhui Zhong, Taiyi Su, Lingzhi He, Yandong Guo, Yao Zhao, Zhenfeng Zhu, Jinxiu Liang, Jingwen Wang, Tianyi Chen, Yuhui Quan, Yong Xu, Bo Liu, Xin Liu, Qi Sun, Tingyu Lin, Xiaochuan Li, Feng Lu, Lin Gu, Shengdi Zhou, Cong Cao, Shifeng Zhang, Cheng Chi, Chubin Zhuang, Zhen Lei, Stan Z. Li, Shizheng Wang, Ruizhe Liu, Dong Yi, Zheming Zuo, Jianning Chi, Huan Wang, Kai Wang, Yixiu Liu, Xingyu Gao, Zhenyu Chen, Chang Guo, Yongzhou Li, Huicai Zhong, Jing Huang, Heng Guo, Jianfei Yang, Wenjuan Liao, Jiangang Yang, Liguo Zhou, Mingyue Feng, Likun Qin:
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. IEEE Trans. Image Process. 29: 5737-5752 (2020) - [c62]Ankit Agrawal, Sophia J. Abraham, Benjamin Burger, Chichi Christine, Luke Fraser, John M. Hoeksema, Sarah Hwang, Elizabeth Travnik, Shreya Kumar, Walter J. Scheirer, Jane Cleland-Huang, Michael Vierhauser, Ryan Bauer, Steve Cox:
The Next Generation of Human-Drone Partnerships: Co-Designing an Emergency Response System. CHI 2020: 1-13 - [c61]Nozomu Okuda, Jeffery Kinnison, Neil Coffee, Walter J. Scheirer:
Integrating Intertextual Search into Your Web Application: The Tesserae Intertext Service API. DH 2020 - [c60]Walter J. Scheirer, Christopher W. Forstall:
Quantitative Intertextuality: Analyzing the Markers of Information Reuse. DH 2020 - [c59]Jacob Dumford, Walter J. Scheirer:
Backdooring Convolutional Neural Networks via Targeted Weight Perturbations. IJCB 2020: 1-9 - [c58]Mel McCurrie, Hamish Nicholson, Walter J. Scheirer, Samuel E. Anthony:
Modeling Score Distributions and Continuous Covariates: A Bayesian Approach. IJCB 2020: 1-9 - [c57]Stella Biderman, Walter J. Scheirer:
Pitfalls in Machine Learning Research: Reexamining the Development Cycle. ICBINB@NeurIPS 2020: 106-117 - [c56]Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn:
On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs. WACV 2020: 289-298 - [i44]Ankit Agrawal, Sophia J. Abraham, Benjamin Burger, Chichi Christine, Luke Fraser, John M. Hoeksema, Sara Hwang, Elizabeth Travnik, Shreya Kumar, Walter J. Scheirer, Jane Cleland-Huang, Michael Vierhauser, Ryan Bauer, Steve Cox:
The Next Generation of Human-Drone Partnerships: Co-Designing an Emergency Response System. CoRR abs/2001.03849 (2020) - [i43]Aparna Bharati, Daniel Moreira, Patrick J. Flynn, Anderson Rocha, Kevin W. Bowyer, Walter J. Scheirer:
Learning Transformation-Aware Embeddings for Image Forensics. CoRR abs/2001.04547 (2020) - [i42]William Theisen, Joel Brogan, Pamela Bilo Thomas, Daniel Moreira, Pascal Phoa, Tim Weninger, Walter J. Scheirer:
Automatic Discovery of Political Meme Genres with Diverse Appearances. CoRR abs/2001.06122 (2020) - [i41]Rosaura G. VidalMata, Walter J. Scheirer, Hilde Kuehne:
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences. CoRR abs/2001.11122 (2020) - [i40]Kevin W. Bowyer, Michael C. King, Walter J. Scheirer:
The Criminality From Face Illusion. CoRR abs/2006.03895 (2020) - [i39]Derek S. Prijatelj, Mel McCurrie, Walter J. Scheirer:
A Bayesian Evaluation Framework for Ground Truth-Free Visual Recognition Tasks. CoRR abs/2007.06711 (2020) - [i38]Mel McCurrie, Hamish Nicholson, Walter J. Scheirer, Samuel E. Anthony:
Modeling Score Distributions and Continuous Covariates: A Bayesian Approach. CoRR abs/2009.09583 (2020) - [i37]Stella Biderman, Walter J. Scheirer:
Pitfalls in Machine Learning Research: Reexamining the Development Cycle. CoRR abs/2011.02832 (2020) - [i36]Terrance E. Boult, Przemyslaw A. Grabowicz, Derek S. Prijatelj, Roni Stern, Larry B. Holder, Joshua Alspector, Mohsen Jafarzadeh, Touqeer Ahmad, Akshay Raj Dhamija, Chunchun Li, Steve Cruz, Abhinav Shrivastava, Carl Vondrick, Walter J. Scheirer:
A Unifying Framework for Formal Theories of Novelty: Framework, Examples and Discussion. CoRR abs/2012.04226 (2020)
2010 – 2019
- 2019
- [b2]Christopher W. Forstall, Walter J. Scheirer:
Quantitative Intertextuality - Analyzing the Markers of Information Reuse. Springer 2019, ISBN 978-3-030-23413-3, pp. 3-189 - [j25]Sreya Banerjee, Walter J. Scheirer, Lei Li:
An Extreme Value Theory Model of Cross-Modal Sensory Information Integration in Modulation of Vertebrate Visual System Functions. Frontiers Comput. Neurosci. 13: 3 (2019) - [j24]Brandon RichardWebster, Samuel E. Anthony, Walter J. Scheirer:
PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 41(9): 2280-2286 (2019) - [c55]Terrance E. Boult, Steve Cruz, Akshay Raj Dhamija, Manuel Günther, James Henrydoss, Walter J. Scheirer:
Learning and the Unknown: Surveying Steps toward Open World Recognition. AAAI 2019: 9801-9807 - [c54]Klemen Grm, Martin Pernus, Leo Cluzel, Walter J. Scheirer, Simon Dobrisek, Vitomir Struc:
Face Hallucination Revisited: An Exploratory Study on Dataset Bias. CVPR Workshops 2019: 2405-2413 - [c53]Nathaniel Blanchard, Jeffery Kinnison, Brandon RichardWebster, Pouya Bashivan, Walter J. Scheirer:
A Neurobiological Evaluation Metric for Neural Network Model Search. CVPR 2019: 5404-5413 - [c52]Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter J. Scheirer, David Chiang:
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation. NGT@EMNLP-IJCNLP 2019: 231-240 - [c51]Jeffery Kinnison, Mateusz Trokielewicz, Camila Carballo, Adam Czajka, Walter J. Scheirer:
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples. ICB 2019: 1-8 - [c50]Kálmán Tornai, Walter J. Scheirer:
Gesture-based User Identity Verification as an Open Set Problem for Smartphones. ICB 2019: 1-8 - [c49]Nathaniel Blanchard, Kyle Skinner, Aden Kemp, Walter J. Scheirer, Patrick J. Flynn:
"Keep Me In, Coach!": A Computer Vision Perspective on Assessing ACL Injury Risk in Female Athletes. WACV 2019: 1366-1374 - [c48]Aparna Bharati, Daniel Moreira, Joel Brogan, Patricia Hale, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Beyond Pixels: Image Provenance Analysis Leveraging Metadata. WACV 2019: 1692-1702 - [c47]Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn:
Fast Face Image Synthesis With Minimal Training. WACV 2019: 2126-2136 - [i35]Jeffery Kinnison, Mateusz Trokielewicz, Camila Carballo, Adam Czajka, Walter J. Scheirer:
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples. CoRR abs/1901.01575 (2019) - [i34]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:
Bridging the Gap Between Computational Photography and Visual Recognition. CoRR abs/1901.09482 (2019) - [i33]Joel Brogan, Aparna Bharati, Daniel Moreira, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets. CoRR abs/1903.10019 (2019) - [i32]Samuel Grieggs, Bingyu Shen, Pei Li, Cana Short, Jiaqi Ma, Mihow McKenny, Melody Wauke, Brian L. Price, Walter J. Scheirer:
Measuring Human Perception to Improve Handwritten Document Transcription. CoRR abs/1904.03734 (2019) - [i31]Ye Yuan, Wenhan Yang, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang:
UG2 Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments. CoRR abs/1904.04474 (2019) - [i30]Sreya Banerjee, Rosaura G. VidalMata, Zhangyang Wang, Walter J. Scheirer:
Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms. CoRR abs/1907.11529 (2019) - [i29]Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter J. Scheirer, David Chiang:
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation. CoRR abs/1910.06717 (2019) - 2018
- [j23]Bingyu Shen, Christopher W. Forstall, Anderson de Rezende Rocha, Walter J. Scheirer:
Practical Text Phylogeny for Real-World Settings. IEEE Access 6: 41002-41012 (2018) - [j22]Hugo Proença, Mark S. Nixon, Michele Nappi, Esam Ghaleb, Gökhan Özbulak, Hua Gao, Hazim Kemal Ekenel, Klemen Grm, Vitomir Struc, Hailin Shi, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Stan Z. Li, Weronika Gutfeter, Andrzej Pacut, Joel Brogan, Walter J. Scheirer, Ester Gonzalez-Sosa, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia, Daniel Riccio, Luigi De Maio:
Trends and Controversies. IEEE Intell. Syst. 33(3): 41-67 (2018) - [j21]Niko Sünderhauf, Oliver Brock, Walter J. Scheirer, Raia Hadsell, Dieter Fox, Jürgen Leitner, Ben Upcroft, Pieter Abbeel, Wolfram Burgard, Michael Milford, Peter Corke:
The limits and potentials of deep learning for robotics. Int. J. Robotics Res. 37(4-5): 405-420 (2018) - [j20]Mel McCurrie, Fernando Beletti, Lucas Parzianello, Allen Westendorp, Samuel E. Anthony, Walter J. Scheirer:
Convolutional Neural Networks for Subjective Face Attributes. Image Vis. Comput. 78: 14-25 (2018) - [j19]Ethan M. Rudd, Lalit P. Jain, Walter J. Scheirer, Terrance E. Boult:
The Extreme Value Machine. IEEE Trans. Pattern Anal. Mach. Intell. 40(3): 762-768 (2018) - [j18]Aparna Bharati, Joel Brogan, Allan da Silva Pinto, Michael Parowski, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Image Provenance Analysis at Scale. IEEE Trans. Image Process. 27(12): 6109-6123 (2018) - [c46]Samuel Grieggs, Bingyu Shen, Hildegund Muller, Christine Ascik, Erik Ellis, Mihow McKenny, Nikolas Churik, Emily Mahan, Walter J. Scheirer:
Verba Volant, Scripta Manent: An Open Source Platform for Collecting Data to Train OCR Models for Manuscript Studies. DH 2018: 386-389 - [c45]Brandon RichardWebster, So Yon Kwon, Christopher Clarizio, Samuel E. Anthony, Walter J. Scheirer:
Visual Psychophysics for Making Face Recognition Algorithms More Explainable. ECCV (15) 2018: 263-281 - [c44]Alexander Freytag, Vittorio Ferrari, Mario Fritz, Uwe Franke, Terrance E. Boult, Juergen Gall, Walter J. Scheirer, Angela Yao, Erik Rodner:
Workshop on Interactive and Adaptive Learning in an Open World. ECCV Workshops (6) 2018: 487-493 - [c43]Ronald A. Metoyer, Qiyu Zhi, Bart Janczuk, Walter J. Scheirer:
Coupling Story to Visualization: Using Textual Analysis as a Bridge Between Data and Interpretation. IUI 2018: 503-507 - [c42]Sandipan Banerjee, Joel Brogan, Janez Krizaj, Aparna Bharati, Brandon RichardWebster, Vitomir Struc, Patrick J. Flynn, Walter J. Scheirer:
To Frontalize or Not to Frontalize: Do We Really Need Elaborate Pre-processing to Improve Face Recognition? WACV 2018: 20-29 - [c41]Jeffery Kinnison, Nathaniel Kremer-Herman, Douglas Thain, Walter J. Scheirer:
SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter Optimization. WACV 2018: 738-747 - [c40]Rosaura G. Vidal, Sreya Banerjee, Klemen Grm, Vitomir Struc, Walter J. Scheirer:
UG^2: A Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition. WACV 2018: 1597-1606 - [i28]Daniel Moreira, Aparna Bharati, Joel Brogan, Allan da Silva Pinto, Michael Parowski, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Image Provenance Analysis at Scale. CoRR abs/1801.06510 (2018) - [i27]Brandon RichardWebster, So Yon Kwon, Christopher Clarizio, Samuel E. Anthony, Walter J. Scheirer:
Visual Psychophysics for Making Face Recognition Algorithms More Explainable. CoRR abs/1803.07140 (2018) - [i26]Niko Sünderhauf, Oliver Brock, Walter J. Scheirer, Raia Hadsell, Dieter Fox, Jürgen Leitner, Ben Upcroft, Pieter Abbeel, Wolfram Burgard, Michael Milford, Peter Corke:
The Limits and Potentials of Deep Learning for Robotics. CoRR abs/1804.06557 (2018) - [i25]Nathaniel Blanchard, Jeffery Kinnison, Brandon RichardWebster, Pouya Bashivan, Walter J. Scheirer:
A Neurobiological Cross-domain Evaluation Metric for Predictive Coding Networks. CoRR abs/1805.10726 (2018) - [i24]Klemen Grm, Simon Dobrisek, Walter J. Scheirer, Vitomir Struc:
Face hallucination using cascaded super-resolution and identity priors. CoRR abs/1805.10938 (2018) - [i23]Nathaniel Blanchard, Daniel Moreira, Aparna Bharati, Walter J. Scheirer:
Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities. CoRR abs/1807.01122 (2018) - [i22]Aparna Bharati, Daniel Moreira, Joel Brogan, Patricia Hale, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Beyond Pixels: Image Provenance Analysis Leveraging Metadata. CoRR abs/1807.03376 (2018) - [i21]Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn:
Fast Face Image Synthesis with Minimal Training. CoRR abs/1811.01474 (2018) - [i20]Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn:
On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs. CoRR abs/1811.07104 (2018) - [i19]Jacob Dumford, Walter J. Scheirer:
Backdooring Convolutional Neural Networks via Targeted Weight Perturbations. CoRR abs/1812.03128 (2018) - [i18]Klemen Grm, Martin Pernus, Leo Cluzel, Walter J. Scheirer, Simon Dobrisek, Vitomir Struc:
Face Hallucination Revisited: An Exploratory Study on Dataset Bias. CoRR abs/1812.09010 (2018) - 2017
- [b1]Walter J. Scheirer:
Extreme Value Theory-Based Methods for Visual Recognition. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2017 - [j17]Anderson Rocha, Walter J. Scheirer, Christopher W. Forstall, Thiago Cavalcante, Antonio Theophilo, Bingyu Shen, Ariadne Carvalho, Efstathios Stamatatos:
Authorship Attribution for Social Media Forensics. IEEE Trans. Inf. Forensics Secur. 12(1): 5-33 (2017) - [c39]Mel McCurrie, Fernando Beletti, Lucas Parzianello, Allen Westendorp, Samuel E. Anthony, Walter J. Scheirer:
Predicting First Impressions with Deep Learning. FG 2017: 518-525 - [c38]Mel McCurrie, Samuel E. Anthony, Walter J. Scheirer:
Predicting First Impressions With Deep Learning. FG 2017: 999 - [c37]Sandipan Banerjee, John S. Bernhard, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn:
SREFI: Synthesis of realistic example face images. IJCB 2017: 37-45 - [c36]Allan da Silva Pinto, Daniel Moreira, Aparna Bharati, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
Provenance filtering for multimedia phylogeny. ICIP 2017: 1502-1506 - [c35]Aparna Bharati, Daniel Moreira, Allan da Silva Pinto, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
U-Phylogeny: Undirected provenance graph construction in the wild. ICIP 2017: 1517-1521 - [c34]Joel Brogan, Paolo Bestagini, Aparna Bharati, Allan da Silva Pinto, Daniel Moreira, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Spotting the difference: Context retrieval and analysis for improved forgery detection and localization. ICIP 2017: 4078-4082 - [c33]Adam Jacobson, Walter J. Scheirer, Michael Milford:
Déjà vu: Scalable place recognition using mutually supportive feature frequencies. IROS 2017: 6654-6661 - [c32]Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen:
Neuron Segmentation Using Deep Complete Bipartite Networks. MICCAI (2) 2017: 21-29 - [i17]Ruth Fong, Walter J. Scheirer, David D. Cox:
Using Human Brain Activity to Guide Machine Learning. CoRR abs/1703.05463 (2017) - [i16]Sandipan Banerjee, John S. Bernhard, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn:
SREFI: Synthesis of Realistic Example Face Images. CoRR abs/1704.06693 (2017) - [i15]Joel Brogan, Paolo Bestagini, Aparna Bharati, Allan da Silva Pinto, Daniel Moreira, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization. CoRR abs/1705.00604 (2017) - [i14]Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen:
Neuron Segmentation Using Deep Complete Bipartite Networks. CoRR abs/1705.11053 (2017) - [i13]Aparna Bharati, Daniel Moreira, Allan da Silva Pinto, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
U-Phylogeny: Undirected Provenance Graph Construction in the Wild. CoRR abs/1705.11187 (2017) - [i12]Allan da Silva Pinto, Daniel Moreira, Aparna Bharati, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
Provenance Filtering for Multimedia Phylogeny. CoRR abs/1706.00447 (2017) - [i11]