Walter J. Scheirer

Orcid: 0000-0001-9649-8074

According to our database1, Walter J. Scheirer authored at least 156 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Informing Machine Perception With Psychophysics.
Proc. IEEE, February, 2024

Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms.
CoRR, 2024

N-Modal Contrastive Losses with Applications to Social Media Data in Trimodal Space.
CoRR, 2024

An Avalanche of Images on Telegram Preceded Russia's Full-Scale Invasion of Ukraine.
CoRR, 2024

C-CLIP: Contrastive Image-Text Encoders to Close the Descriptive-Commentative Gap.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

The Paleographer's Eye ex machina: Using Computer Vision to Assist Humanists in Scribal Hand Identification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Pixel-Grounded Prototypical Part Networks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

NOMAD: A Natural, Occluded, Multi-scale Aerial Dataset, for Emergency Response Scenarios.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

This Probably Looks Exactly Like That: An Invertible Prototypical Network.
Proceedings of the Computer Vision - ECCV 2024, 2024

Has the Virtualization of the Face Changed Facial Perception? A Study of the Impact of Photo Editing and Augmented Reality on Facial Perception.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023
Measuring Human Perception to Improve Open Set Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Automated Transcription of Gə'əz Manuscripts Using Deep Learning.
Digit. Humanit. Q., 2023

How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors?
CoRR, 2023

Pixel-Grounded Prototypical Part Networks.
CoRR, 2023

HomOpt: A Homotopy-Based Hyperparameter Optimization Method.
CoRR, 2023

On the Effectiveness of Image Manipulation Detection in the Age of Social Media.
CoRR, 2023

Has the Virtualization of the Face Changed Facial Perception? A Study of the Impact of Augmented Reality on Facial Perception.
CoRR, 2023

Motif Mining: Finding and Summarizing Remixed Image Content.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Photoshop Fantasies.
Proceedings of the 2023 ACM Workshop on Information Hiding and Multimedia Security, 2023

NCQS: Nonlinear Convex Quadrature Surrogate Hyperparameter Optimization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Analyzing the Impact of Shape & Context on the Face Recognition Performance of Deep Networks.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Psychophysical-Score: A Behavioral Measure for Assessing the Biological Plausibility of Visual Recognition Models.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Unfooling Perturbation-Based Post Hoc Explainers.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Bayesian evaluation framework for subjectively annotated visual recognition tasks.
Pattern Recognit., 2022

Measuring Human Perception to Improve Handwritten Document Transcription.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Tesserae Intertext Service.
Digit. Humanit. Q., 2022

Human Activity Recognition in an Open World.
CoRR, 2022

Using Human Perception to Regularize Transfer Learning.
CoRR, 2022

Perceptual-Score: A Psychophysical Measure for Assessing the Biological Plausibility of Visual Recognition Models.
CoRR, 2022

Guiding Machine Perception with Psychophysics.
CoRR, 2022

Forensic Analysis of Synthetically Generated Western Blot Images.
IEEE Access, 2022

2021
Fast Local Spatial Verification for Feature-Agnostic Large-Scale Image Retrieval.
IEEE Trans. Image Process., 2021

Privacy-Enhancing Face Biometrics: A Comprehensive Survey.
IEEE Trans. Inf. Forensics Secur., 2021

Transformation-Aware Embeddings for Image Provenance.
IEEE Trans. Inf. Forensics Secur., 2021

Bridging the Gap Between Computational Photography and Visual Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Report on UG2+ challenge Track 1: Assessing algorithms to improve video object detection and classification from unconstrained mobility platforms.
Comput. Vis. Image Underst., 2021

Forensic Analysis of Synthetically Generated Scientific Images.
CoRR, 2021

On the Objective Evaluation of Post Hoc Explainers.
CoRR, 2021

Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Automatic Virtual 3D City Generation for Synthetic Data Collection.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Automatic Discovery of Political Meme Genres with Diverse Appearances.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems.
Proceedings of the 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, 2021

Handwriting Recognition with Novelty.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

A Study of the Human Perception of Synthetic Faces.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Towards a Unifying Framework for Formal Theories of Novelty.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.
IEEE Trans. Image Process., 2020

Face Hallucination Using Cascaded Super-Resolution and Identity Priors.
IEEE Trans. Image Process., 2020

A Unifying Framework for Formal Theories of Novelty: Framework, Examples and Discussion.
CoRR, 2020

A Bayesian Evaluation Framework for Ground Truth-Free Visual Recognition Tasks.
CoRR, 2020

The Criminality From Face Illusion.
CoRR, 2020

Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences.
CoRR, 2020

Learning Transformation-Aware Embeddings for Image Forensics.
CoRR, 2020

On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Pitfalls in Machine Learning Research: Reexamining the Development Cycle.
Proceedings of the "I Can't Believe It's Not Better!" at NeurIPS Workshops, 2020

Modeling Score Distributions and Continuous Covariates: A Bayesian Approach.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Backdooring Convolutional Neural Networks via Targeted Weight Perturbations.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Quantitative Intertextuality: Analyzing the Markers of Information Reuse.
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

Integrating Intertextual Search into Your Web Application: The Tesserae Intertext Service API.
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

The Next Generation of Human-Drone Partnerships: Co-Designing an Emergency Response System.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

An Extreme Value Theory Model of Cross-Modal Sensory Information Integration in Modulation of Vertebrate Visual System Functions.
Frontiers Comput. Neurosci., 2019

Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms.
CoRR, 2019

UG<sup>2</sup> Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments.
CoRR, 2019

Measuring Human Perception to Improve Handwritten Document Transcription.
CoRR, 2019

Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets.
CoRR, 2019

"Keep Me In, Coach!": A Computer Vision Perspective on Assessing ACL Injury Risk in Female Athletes.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Beyond Pixels: Image Provenance Analysis Leveraging Metadata.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Fast Face Image Synthesis With Minimal Training.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Gesture-based User Identity Verification as an Open Set Problem for Smartphones.
Proceedings of the 2019 International Conference on Biometrics, 2019

Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples.
Proceedings of the 2019 International Conference on Biometrics, 2019

Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation.
Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

Face Hallucination Revisited: An Exploratory Study on Dataset Bias.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

A Neurobiological Evaluation Metric for Neural Network Model Search.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning and the Unknown: Surveying Steps toward Open World Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Quantitative Intertextuality - Analyzing the Markers of Information Reuse
Springer, ISBN: 978-3-030-23413-3, 2019

2018
Image Provenance Analysis at Scale.
IEEE Trans. Image Process., 2018

The Extreme Value Machine.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Convolutional Neural Networks for Subjective Face Attributes.
Image Vis. Comput., 2018

The limits and potentials of deep learning for robotics.
Int. J. Robotics Res., 2018

Trends and Controversies.
IEEE Intell. Syst., 2018

Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities.
CoRR, 2018

Face hallucination using cascaded super-resolution and identity priors.
CoRR, 2018

A Neurobiological Cross-domain Evaluation Metric for Predictive Coding Networks.
CoRR, 2018

Image Provenance Analysis at Scale.
CoRR, 2018

Practical Text Phylogeny for Real-World Settings.
IEEE Access, 2018

UG^2: A Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter Optimization.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

To Frontalize or Not to Frontalize: Do We Really Need Elaborate Pre-processing to Improve Face Recognition?
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Coupling Story to Visualization: Using Textual Analysis as a Bridge Between Data and Interpretation.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

Visual Psychophysics for Making Face Recognition Algorithms More Explainable.
Proceedings of the Computer Vision - ECCV 2018, 2018

Workshop on Interactive and Adaptive Learning in an Open World.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Verba Volant, Scripta Manent: An Open Source Platform for Collecting Data to Train OCR Models for Manuscript Studies.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

2017
Extreme Value Theory-Based Methods for Visual Recognition
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01817-6, 2017

Authorship Attribution for Social Media Forensics.
IEEE Trans. Inf. Forensics Secur., 2017

UG^2: a Video Benchmark for Assessing the Impact of Image Restoration andEnhancement on Automatic Visual Recognition.
CoRR, 2017

Using Human Brain Activity to Guide Machine Learning.
CoRR, 2017

Neuron Segmentation Using Deep Complete Bipartite Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Déjà vu: Scalable place recognition using mutually supportive feature frequencies.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Provenance filtering for multimedia phylogeny.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Spotting the difference: Context retrieval and analysis for improved forgery detection and localization.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

U-Phylogeny: Undirected provenance graph construction in the wild.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

SREFI: Synthesis of realistic example face images.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Predicting First Impressions with Deep Learning.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Predicting First Impressions With Deep Learning.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016
The sense of a connection: Automatic tracing of intertextuality by meaning.
Digit. Scholarsh. Humanit., 2016

To Frontalize or Not To Frontalize: Do We Really Need Elaborate Pre-Processing to Improve Face Recognition Performance?
CoRR, 2016

Fine-tuning Deep Belief Networks using Harmony Search.
Appl. Soft Comput., 2016

One-class slab support vector machine.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Report on the BTAS 2016 Video Person Recognition Evaluation.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Open Set Fingerprint Spoof Detection Across Novel Fabrication Materials.
IEEE Trans. Inf. Forensics Secur., 2015

Model selection for Discriminative Restricted Boltzmann Machines through meta-heuristic techniques.
J. Comput. Sci., 2015

Large-scale learning for media understanding.
EURASIP J. Image Video Process., 2015

On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Fine-Tuning Convolutional Neural Networks Using Harmony Search.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Improving Optimum-Path Forest Classification Using Confidence Measures.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014
Open set source camera attribution and device linking.
Pattern Recognit. Lett., 2014

Good recognition is non-metric.
Pattern Recognit., 2014

Probability Models for Open Set Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Perceptual Annotation: Measuring Human Vision to Improve Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Vision-based Simultaneous Localization and Mapping in Changing Outdoor Environments.
J. Field Robotics, 2014

Condition-invariant, top-down visual place recognition.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Multi-class Open Set Recognition Using Probability of Inclusion.
Proceedings of the Computer Vision - ECCV 2014, 2014

Euterpe's Hidden Song: Patterns in Elegy.
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

2013
Toward Open Set Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Animal recognition in the Mojave Desert: Vision tools for field biologists.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Modelling the Interpretation of Literary Allusion with Machine Learning Techniques.
Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013

Voice authentication using short phrases: Examining accuracy, security and privacy issues.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Beyond PKI: The Biocryptographic Key Infrastructure.
Proceedings of the Security and Privacy in Biometrics, 2013

2012
Learning for Meta-Recognition.
IEEE Trans. Inf. Forensics Secur., 2012

Secure voice based authentication for mobile devices: Vaulted Voice Verification
CoRR, 2012

For your eyes only.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Open Set Source Camera Attribution.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

PRIVV: Private remote iris-authentication with Vaulted Verification.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Multi-attribute spaces: Calibration for attribute fusion and similarity search.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Detecting and classifying scars, marks, and tattoos found in the wild.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011
Meta-Recognition: The Theory and Practice of Recognition Score Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Evidence of intertextuality: investigating Paul the Deacon's <i>Angustae Vitae</i>.
Lit. Linguistic Comput., 2011

Vision of the unseen: Current trends and challenges in digital image and video forensics.
ACM Comput. Surv., 2011

Fusing with context: A Bayesian approach to combining descriptive attributes.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Visualizing Sound as Functional N-Grams in Homeric Greek Poetry.
Proceedings of the 6th Annual International Conference of the Alliance of Digital Humanities Organizations, 2011

2010
Beyond PKI: The Biocryptographic Key Infrastructure.
Proceedings of the 2010 IEEE International Workshop on Information Forensics and Security, 2010

Robust Fusion: Extreme Value Theory for Recognition Score Normalization.
Proceedings of the Computer Vision, 2010

Evidence of Intertextuality: Investigating Paul the Deacon's.
Proceedings of the 5th Annual International Conference of the Alliance of Digital Humanities Organizations, 2010

FACE-GRAB: Face recognition with General Region Assigned to Binary operator.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

A taxonomy of face-models for system evaluation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Face system evaluation toolkit: Recognition is harder than it seems.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

Correcting rolling-shutter distortion of CMOS sensors using facial feature detection.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Bipartite Biotokens: Definition, Implementation, and Analysis.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Long-Range Facial Image Acquisition and Quality.
Proceedings of the Handbook of Remote Biometrics, 2009

2008
Syntax vs. semantics: competing approaches to dynamic network intrusion detection.
Int. J. Secur. Networks, 2008

INSPEC<sup>2</sup>T: Inexpensive Spectrometer Color Camera Technology.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Predicting biometric facial recognition failure with similarity surfaces and support vector machines.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

The Unseen Challenge data sets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Revocable Fingerprint Biotokens: Accuracy and Security Analysis.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Network intrusion detection with semantics-aware capability.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

The Strength of Syntax Based Approaches to Dynamic Network Intrusion Detection.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006


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