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Vision Sciences Society Annual Meeting Abstract December 2022

Comparing Human and Deep Convolutional Neural Network Performance on Twin Identification

Connor J. Parde; Ginni Strehle; Vivekjyoti Banerjee; Ying Hu; Jacqueline G. Cavazos; Carlos D. Castillo; Alice J. O'Toole

Journal of Vision. 2022; 22(14):3357. https://doi.org/10.1167/jov.22.14.3357

Vision Sciences Society Annual Meeting Abstract December 2022

The Influence of the Other-Race Effect on Morphed Face Identification

Snipta Mallick; Géraldine Jeckeln; Connor J. Parde; Carlos D. Castillo; Alice J. O’Toole

Journal of Vision. 2022; 22(14):3177. https://doi.org/10.1167/jov.22.14.3177

Article August 2021

Closing the gap between single-unit and neural population codes: Insights from deep learning in face recognition

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Connor J. Parde; Y. Ivette Colón; Matthew Q. Hill; Carlos D. Castillo; Prithviraj Dhar; Alice J. O’Toole
TAGS: deep learning, face, facial recognition, gender
Journal of Vision. 2021; 21(8):15. https://doi.org/10.1167/jov.21.8.15

Includes: Supplemental Content

Article April 2021

Facial expression is retained in deep networks trained for face identification

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Y. Ivette Colón; Carlos D. Castillo; Alice J. O’Toole
TAGS: face, facial expression, datasets
Journal of Vision. 2021; 21(4):4. https://doi.org/10.1167/jov.21.4.4

Vision Sciences Society Annual Meeting Abstract October 2020

Measuring race bias in face recognition algorithms: a multi-factor assessment

Jacqueline G. Cavazos; P. Jonathon Phillips; Carlos D. Castillo; Alice J. O'Toole

Journal of Vision. 2020; 20(11):553. https://doi.org/10.1167/jov.20.11.553

Vision Sciences Society Annual Meeting Abstract October 2020

Seeing Through De-Identified Faces in Videos by Humans and a Deep Convolutional Neural Network

Asal Baragchizadeh; Kimberley D. Orsten-Hooge; Thomas P. Karnowski; David S. Bolme; Regina Ferrell; Parisa R. Jesudasen; Carlos D. Castillo; Alice J. O’Toole

Journal of Vision. 2020; 20(11):757. https://doi.org/10.1167/jov.20.11.757

Vision Sciences Society Annual Meeting Abstract September 2019

Facial Expression Information in Deep Convolutional Neural Networks Trained for Face Identification

Y. Ivette Colon; Matthew Q Hill; Connor J Parde; Carlos D Castillo; Rajeev Ranjan; Alice J O’Toole

Journal of Vision. 2019; 19(10):93b. https://doi.org/10.1167/19.10.93b

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