Reliability and Validity of Image-Based and Self-Reported Skin Phenotype
Metrics

Reliability and Validity of Image-Based and Self-Reported Skin Phenotype Metrics

18 June 2021

Yevgeniy B. Sirotin

Jerry L. Tipton

Papers citing "Reliability and Validity of Image-Based and Self-Reported Skin Phenotype Metrics"

15 / 15 papers shown

Title
Demographic Variability in Face Image Quality Measures Wassim Kabbani Kiran Raja Raghavendra Ramachandra C. Busch CVBM 61 0 0 14 Jan 2025
Eye Sclera for Fair Face Image Quality Assessment Wassim Kabbani Kiran Raja Raghavendra Ramachandra C. Busch CVBM 62 0 0 13 Jan 2025
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 66 14 0 11 Jul 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark Li Lin Santosh Xin Wang Shu Hu Shu Hu EGVM 83 11 0 02 Jun 2024
ITI-GEN: Inclusive Text-to-Image Generation Cheng Zhang Xuanbai Chen Siqi Chai Chen Henry Wu Dmitry Lagun Thabo Beeler Fernando de la Torre VLM 38 53 0 11 Sep 2023
FACET: Fairness in Computer Vision Evaluation Benchmark Laura Gustafson Chloe Rolland Nikhila Ravi Quentin Duval Aaron B. Adcock Cheng-Yang Fu Melissa Hall Candace Ross VLM EGVM 29 36 0 31 Aug 2023
Human-Machine Comparison for Cross-Race Face Verification: Race Bias at the Upper Limits of Performance? G. Jeckeln Selin Yavuzcan Kathleen A. Marquis P. S. Mehta Amy N. Yates P. Phillips A. O’toole CVBM 30 0 0 25 May 2023
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness Candice Schumann Gbolahan O. Olanubi Auriel Wright Ellis P. Monk Courtney Heldreth Susanna Ricco 30 21 0 16 May 2023
Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets Teanna Barrett Quan Ze Chen Amy X. Zhang 42 13 0 15 May 2023
Racial Bias within Face Recognition: A Survey Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon FaML 38 10 0 01 May 2023
Exploring Causes of Demographic Variations In Face Recognition Accuracy Gabriella Pangelinan K. Krishnapriya Vítor Albiero Grace Bezold Kai Zhang Kushal Vangara Michael C. King Kevin W. Bowyer CVBM 33 3 0 14 Apr 2023
Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem Haiyu Wu Vítor Albiero K. Krishnapriya Michael C. King Kevin W. Bowyer CVBM 36 33 0 04 Jun 2022
Measuring Hidden Bias within Face Recognition via Racial Phenotypes Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon CVBM 35 24 0 19 Oct 2021
Analysis of Manual and Automated Skin Tone Assignments for Face Recognition Applications S. KrishnapriyaK. Michael C. King Kevin W. Bowyer CVBM 22 28 0 29 Apr 2021
Towards Measuring Fairness in AI: the Casual Conversations Dataset C. Hazirbas Joanna Bitton Brian Dolhansky Jacqueline Pan Albert Gordo Cristian Canton Ferrer EGVM 28 92 0 06 Apr 2021