What Should Be Balanced in a "Balanced" Face Recognition Dataset?

17 April 2023

Papers citing "What Should Be Balanced in a "Balanced" Face Recognition Dataset?"

11 / 11 papers shown

Title
Lights, Camera, Matching: The Role of Image Illumination in Fair Face Recognition Gabriella Pangelinan Grace Bezold Haiyu Wu Michael C. King Kevin W. Bowyer CVBM 72 2 0 15 Jan 2025
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors Haiyu Wu Jaskirat Singh Sicong Tian Liang Zheng Kevin W. Bowyer CVBM 44 3 0 04 Sep 2024
Can the accuracy bias by facial hairstyle be reduced through balancing the training data? Kagan Öztürk Haiyu Wu Kevin W. Bowyer CVBM 30 3 0 30 May 2024
What is a Goldilocks Face Verification Test Set? Haiyu Wu Sicong Tian Aman Bhatta Jacob Gutierrez Grace Bezold Genesis Argueta K. Ricanek Michael C. King Kevin W. Bowyer CVBM 26 1 0 24 May 2024
Identity Overlap Between Face Recognition Train/Test Data: Causing Optimistic Bias in Accuracy Measurement Haiyu Wu Sicong Tian Jacob Gutierrez Aman Bhatta Kagan Öztürk Kevin W. Bowyer 28 2 0 15 May 2024
LogicNet: A Logical Consistency Embedded Face Attribute Learning Network Haiyu Wu Sicong Tian Huayu Li Kevin W. Bowyer 32 2 0 19 Nov 2023
What's color got to do with it? Face recognition in grayscale Aman Bhatta Domingo Mery Haiyu Wu Joyce Annan Micheal C. King Kevin W. Bowyer CVBM 38 3 0 11 Sep 2023
Young Labeled Faces in the Wild (YLFW): A Dataset for Children Faces Recognition Iurii Medvedev Farhad Shadmand Nuno Gonçalves CVBM 23 7 0 13 Jan 2023
FaceX-Zoo: A PyTorch Toolbox for Face Recognition Jun Wang Yinglu Liu Yibo Hu Hailin Shi Tao Mei CVBM 40 101 0 12 Jan 2021
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation Vítor Albiero Xingyu Chen Xi Yin Guan Pang Tal Hassner 3DH CVBM 70 125 0 14 Dec 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 135 200 0 05 Mar 2020