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Walter J. Scheirer

University of Notre Dame, Notre Dame, USA

Modeling Score Distributions and Continuous Covariates: A Bayesian Approach

Sep 21, 2020
Mel McCurrie, Hamish Nicholson, Walter J. Scheirer, Samuel Anthony


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A Bayesian Evaluation Framework for Ground Truth-Free Visual Recognition Tasks

Jun 20, 2020
Derek S. Prijatelj, Mel McCurrie, Walter J. Scheirer

* 21 pages. 11 figures. 2 tables. Submitted to NeurIPS2020. Code to be included after publication at https://github.com/prijatelj/bayesian_eval_ground_truth-free 

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Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences

Feb 06, 2020
Rosaura G. VidalMata, Walter J. Scheirer, Hilde Kuehne


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Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms

Jul 26, 2019
Sreya Banerjee, Rosaura G. VidalMata, Zhangyang Wang, Walter J. Scheirer

* Supplemental material: http://bit.ly/UG2Supp 

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UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

Apr 09, 2019
Ye Yuan, Wenhan Yang, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang

* A summary paper on datasets, fact sheets and baseline results in UG$^{2+}$ Challenge (Track 2). More materials are provided in http://www.ug2challenge.org/index.html 

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Bridging the Gap Between Computational Photography and Visual Recognition

Jan 28, 2019
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

* CVPR Prize Challenge: www.ug2challenge.org 

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On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs

Nov 24, 2018
Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn


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Fast Face Image Synthesis with Minimal Training

Nov 05, 2018
Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn

* To appear in IEEE WACV 2019. Get our data (2M face images of 12K synthetic subjects, 8K 3D head models) by accessing the "Notre Dame Synthetic Face Dataset" here: https://cvrl.nd.edu/projects/data/ 

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Visual Psychophysics for Making Face Recognition Algorithms More Explainable

Jul 19, 2018
Brandon RichardWebster, So Yon Kwon, Christopher Clarizio, Samuel E. Anthony, Walter J. Scheirer

* 20 pages, 5 figures. To appear Proceedings of the European Conference on Computer Vision (ECCV). For supplemental material see http://bjrichardwebster.com/papers/menagerie/supp 

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Beyond Pixels: Image Provenance Analysis Leveraging Metadata

Jul 15, 2018
Aparna Bharati, Daniel Moreira, Joel Brogan, Patricia Hale, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer

* Supplemental material for this paper can be found at https://drive.google.com/file/d/1Tbs2CQg_VQAc2PdztW5twVaiXD0G12-H/view?usp=sharing 

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A Neurobiological Cross-domain Evaluation Metric for Predictive Coding Networks

Jul 09, 2018
Nathaniel Blanchard, Jeffery Kinnison, Brandon RichardWebster, Pouya Bashivan, Walter J. Scheirer

* 11 pages (including refs), submitted to NIPS 2018 

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PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition

Jul 04, 2018
Brandon RichardWebster, Samuel E. Anthony, Walter J. Scheirer

* 9 pages, 4 figures. Published at IEEE Transactions on Pattern Analysis and Machine Intelligence. For supplemental material see http://bjrichardwebster.com/papers/psyphy/supp 

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Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities

Jul 03, 2018
Nathaniel Blanchard, Daniel Moreira, Aparna Bharati, Walter J. Scheirer

* Published in the First Workshop on Computational Modeling of Human Multimodal Language - ACL 2018 

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Face hallucination using cascaded super-resolution and identity priors

May 28, 2018
Klemen Grm, Simon Dobrišek, Walter J. Scheirer, Vitomir Štruc


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UG^2: a Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition

Feb 07, 2018
Rosaura G. Vidal, Sreya Banerjee, Klemen Grm, Vitomir Struc, Walter J. Scheirer

* Supplemental material: https://goo.gl/vVM1xe, Dataset: https://goo.gl/AjA6En, CVPR 2018 Prize Challenge: ug2challenge.org 

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Image Provenance Analysis at Scale

Jan 23, 2018
Daniel Moreira, Aparna Bharati, Joel Brogan, Allan Pinto, Michael Parowski, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer

* 13 pages, 6 figures 

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Neuron Segmentation Using Deep Complete Bipartite Networks

May 31, 2017
Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen

* miccai 2017 

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The Extreme Value Machine

May 21, 2017
Ethan M. Rudd, Lalit P. Jain, Walter J. Scheirer, Terrance E. Boult

* Pre-print of a manuscript accepted to the IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) journal 

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SREFI: Synthesis of Realistic Example Face Images

Apr 25, 2017
Sandipan Banerjee, John S. Bernhard, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn


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Good Recognition is Non-Metric

Feb 19, 2013
Walter J. Scheirer, Michael J. Wilber, Michael Eckmann, Terrance E. Boult

* 9 pages, 5 figures 

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Secure voice based authentication for mobile devices: Vaulted Voice Verification

Nov 30, 2012
R. C. Johnson, Walter J. Scheirer, Terrance E. Boult


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