Manuel Günther

William Robson Schwartz

Image Vis. Comput., January, 2024

Watchlist Challenge: 3rd Open-set Face Detection and Identification.

[BibT_eX]

[DOI]

Rafael Henrique Vareto

David Menotti

William Robson Schwartz

CoRR, 2024

AdvSecureNet: A Python Toolkit for Adversarial Machine Learning.

[BibT_eX]

[DOI]

Melih Catal

CoRR, 2024

Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability.

[BibT_eX]

[DOI]

Özgür Acar Güler

André Anjos

CoRR, 2024

Large-Scale Evaluation of Open-Set Image Classification Techniques.

[BibT_eX]

[DOI]

CoRR, 2024

Biased Binary Attribute Classifiers Ignore the Majority Classes.

[BibT_eX]

[DOI]

Xinyi Zhang

Johanna Sophie Bieri

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

Quo Vadis RankList-based System in Face Recognition?

[BibT_eX]

[DOI]

Xinyi Zhang

Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Score Normalization for Demographic Fairness in Face Recognition.

[BibT_eX]

[DOI]

Yu Linghu

Tiago de Freitas Pereira

Christophe Ecabert

Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Operational Open-Set Recognition and PostMax Refinement.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Large-Scale Open-Set Classification Protocols for ImageNet.

[BibT_eX]

[DOI]

Andres Palechor

Annesha Bhoumik

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation.

[BibT_eX]

[DOI]

Rafael Henrique Vareto

William Robson Schwartz

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Consistency and Accuracy of CelebA Attribute Values.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Large-Scale Open-Set Classification Protocols for ImageNet.

[BibT_eX]

[DOI]

Palechor Anacona

Annesha Bhoumik

CoRR, 2022

Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues.

[BibT_eX]

[DOI]

Tiago de Freitas Pereira

CoRR, 2022

Agglomerative Clustering with Threshold Optimization via Extreme Value Theory.

[BibT_eX]

[DOI]

Algorithms, 2022

2021

ComFu: Improving Visual Clustering by Commonality Fusion.

[BibT_eX]

[DOI]

Chunchun Li

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

The Overlooked Elephant of Object Detection: Open Set.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

LTV-MPC Based Trajectory Planning Considering Uncertain Object Prediction Through Adaptive Potential Fields.

[BibT_eX]

[DOI]

Florian Siebenrock

Sören Hohmann

Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

Watchlist Adaptation: Protecting the Innocent.

[BibT_eX]

[DOI]

Akshay Raj Dhamija

Proceedings of the BIOSIG 2020, 2020

Enhancing Open-Set Recognition using Clustering-based Extreme Value Machine (C-EVM).

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Facial attributes: Accuracy and adversarial robustness.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Improving Deep Network Robustness to Unknown Inputs with Objectosphere.

[BibT_eX]

[DOI]

Akshay Raj Dhamija

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learning and the Unknown: Surveying Steps toward Open World Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Towards Robust Deep Neural Networks with BANG.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

ECLIPSE: Ensembles of Centroids Leveraging Iteratively Processed Spatial Eclipse Clustering.

[BibT_eX]

[DOI]

Chunchun Li

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Evaluating a Convolutional Neural Network on Short-Wave Infra-Red Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Winter Applications of Computer Vision Workshops, 2018

Reducing Network Agnostophobia.

[BibT_eX]

[DOI]

Akshay Raj Dhamija

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Unconstrained Face Detection and Open-Set Face Recognition Challenge.

[BibT_eX]

[DOI]

Mohammad Iqbal Nouyed

Cezary Stankiewicz

CoRR, 2017

A Survey of Stealth Malware Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2017

Incremental Open Set Intrusion Recognition Using Extreme Value Machine.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

LOTS about attacking deep features.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

AFFACT: Alignment-free facial attribute classification technique.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Unconstrained Face Detection and Open-Set Face Recognition Challenge.

[BibT_eX]

[DOI]

Mohammad Iqbal Nouyed

Guodong Guo

Cezary Stankiewicz

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Toward Open-Set Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Adversarial Robustness: Softmax versus Openmax.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Exploring LOTS in Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Are facial attributes adversarially robust?

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Are Accuracy and Robustness Correlated.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes.

[BibT_eX]

[DOI]

Ethan M. Rudd

Proceedings of the Computer Vision - ECCV 2016, 2016

PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses.

[BibT_eX]

[DOI]

Ethan M. Rudd

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey.

[BibT_eX]

[DOI]

Laurent El Shafey

Proceedings of the Face Recognition Across the Imaging Spectrum, 2016

2015

Reconstruction of images from Gabor graphs with applications in facial image processing.

[BibT_eX]

[DOI]

Int. J. Wavelets Multiresolution Inf. Process., 2015

Impact of eye detection error on face recognition performance.

[BibT_eX]

[DOI]

Raymond N. J. Veldhuis

Luuk J. Spreeuwers

IET Biom., 2015

Gender Classification by LUT Based Boosting of Overlapping Block Patterns.

[BibT_eX]

[DOI]

Rakesh Mehta

Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

2014

Bi-modal biometric authentication on mobile phones in challenging conditions.

[BibT_eX]

[DOI]

Image Vis. Comput., 2014

Score calibration in face recognition.

[BibT_eX]

[DOI]

Miranti Indar Mandasari

IET Biom., 2014

2013

The 2013 speaker recognition evaluation in mobile environment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Biometrics, 2013

The 2013 face recognition evaluation in mobile environment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Biometrics, 2013

2012

Statistical Gabor graph based techniques for the detection, recognition, classification, and visualization of human faces.

[BibT_eX]

[DOI]

PhD thesis, 2012

Bob: a free signal processing and machine learning toolbox for researchers.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Face Recognition with Disparity Corrected Gabor Phase Differences.

[BibT_eX]

[DOI]

Dennis Haufe

Rolf P. Würtz

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms.

[BibT_eX]

[DOI]

Roy Wallace

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2009

Face Detection and Recognition Using Maximum Likelihood Classifiers on Gabor Graphs.

[BibT_eX]

[DOI]