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08/19/2023
NeutrEx: A 3D Quality Component Measure on Facial Expression Neutrality
Accurate face recognition systems are increasingly important in sensitiv...
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08/12/2023
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning
Neural networks are prone to learn easy solutions from superficial stati...
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07/28/2023
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space
Though modern microscopes have an autofocusing system to ensure optimal ...
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07/19/2023
What do neural networks learn in image classification? A frequency shortcut perspective
Frequency analysis is useful for understanding the mechanisms of represe...
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05/10/2023
The Robustness of Computer Vision Models against Common Corruptions: a Survey
The performance of computer vision models is susceptible to unexpected c...
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03/10/2023
Supervised Feature Selection with Neuron Evolution in Sparse Neural Networks
Feature selection that selects an informative subset of variables from d...
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02/07/2023
Toward Face Biometric De-identification using Adversarial Examples
The remarkable success of face recognition (FR) has endangered the priva...
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07/08/2022
Memory-free Online Change-point Detection: A Novel Neural Network Approach
Change-point detection (CPD), which detects abrupt changes in the data d...
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11/30/2021
A Face Recognition System's Worst Morph Nightmare, Theoretically
It has been shown that Face Recognition Systems (FRSs) are vulnerable to...
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12/01/2020
Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders
Major complications arise from the recent increase in the amount of high...
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06/19/2020
A survey of face recognition techniques under occlusion
The limited capacity to recognize faces under occlusions is a long-stand...
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06/11/2020
Morphing Attack Detection – Database, Evaluation Platform and Benchmarking
Morphing attacks have posed a severe threat to Face Recognition System (...
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10/23/2013