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The Robustness of Computer Vision Models against Common Corruptions: a Survey


May 10, 2023
Shunxin Wang, Raymond Veldhuis, Nicola Strisciuglio

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Supervised Feature Selection with Neuron Evolution in Sparse Neural Networks


Mar 14, 2023
Zahra Atashgahi, Xuhao Zhang, Neil Kichler, Shiwei Liu, Lu Yin, Mykola Pechenizkiy, Raymond Veldhuis, Decebal Constantin Mocanu

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Toward Face Biometric De-identification using Adversarial Examples


Feb 07, 2023
Mahdi Ghafourian, Julian Fierrez, Luis Felipe Gomez, Ruben Vera-Rodriguez, Aythami Morales, Zohra Rezgui, Raymond Veldhuis

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* Accepted at the AAAI-23 workshop on Artificial Intelligence for Cyber Security (AICS) 

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Memory-free Online Change-point Detection: A Novel Neural Network Approach


Jul 08, 2022
Zahra Atashgahi, Decebal Constantin Mocanu, Raymond Veldhuis, Mykola Pechenizkiy

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A Face Recognition System's Worst Morph Nightmare, Theoretically


Nov 30, 2021
Una M. Kelly, Raymond Veldhuis, Luuk Spreeuwers

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Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders


Dec 01, 2020
Zahra Atashgahi, Ghada Sokar, Tim van der Lee, Elena Mocanu, Decebal Constantin Mocanu, Raymond Veldhuis, Mykola Pechenizkiy

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* 29 pages 

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A survey of face recognition techniques under occlusion


Jun 19, 2020
Dan Zeng, Raymond Veldhuis, Luuk Spreeuwers

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Morphing Attack Detection -- Database, Evaluation Platform and Benchmarking


Jun 16, 2020
Kiran Raja, Matteo Ferrara, Annalisa Franco, Luuk Spreeuwers, Illias Batskos, Florens de Wit Marta Gomez-Barrero, Ulrich Scherhag, Daniel Fischer, Sushma Venkatesh, Jag Mohan Singh, Guoqiang Li, Loïc Bergeron, Sergey Isadskiy, Raghavendra Ramachandra, Christian Rathgeb, Dinusha Frings, Uwe Seidel, Fons Knopjes, Raymond Veldhuis, Davide Maltoni, Christoph Busch

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* The following paper is a pre-print. The publication is currently under review for IEEE Transactions on Information Forensics and Security (TIFS) 

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Predicting Face Recognition Performance Using Image Quality


Oct 24, 2015
Abhishek Dutta, Raymond Veldhuis, Luuk Spreeuwers

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* Submitted to TPAMI journal on Apr. 22, 2015. Decision of "Revise and resubmit as new" received on Sep. 10, 2015. At present, updating the paper to address the feedback and concerns of the two reviewers. The re-submitted paper will be uploaded as version 2 on arXiv 

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