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Vision Sciences Society Annual Meeting Abstract August 2023

Recognizing people by body shape using deep networks of images and words

Blake Myers; Matthew Hill; Veda Gandi; Thomas Metz; Lucas Jaggernauth; Carlos Castillo; Alice O'Toole

Journal of Vision. 2023; 23(9):5635. https://doi.org/10.1167/jov.23.9.5635

Vision Sciences Society Annual Meeting Abstract December 2022

Representation of Face Shape and Surface Reflectance in Deep Convolutional Neural Networks

Matthew Hill; Carlos Castillo; Alice O'Toole

Journal of Vision. 2022; 22(14):4369. https://doi.org/10.1167/jov.22.14.4369

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

Integrating Single-Unit and Pattern Codes in DCNNs Trained for Face Identification

Connor J. Parde; Y. Ivette Colon; Matthew Q. Hill; Alice J. O'Toole; Carlos Castillo

Journal of Vision. 2020; 20(11):1462. https://doi.org/10.1167/jov.20.11.1462

Vision Sciences Society Annual Meeting Abstract October 2020

Facial Expression Information in Humans and DCNNs

Y. Ivette Colón; Connor Parde; Carlos Castillo; Jacqueline Cavazos; Alice O'Toole

Journal of Vision. 2020; 20(11):600. https://doi.org/10.1167/jov.20.11.600

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

Density of Top-Layer Codes in Deep Convolutional Neural Networks Trained for Face Identification

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

Journal of Vision. 2019; 19(10):261d. https://doi.org/10.1167/19.10.261d

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

ARVO Annual Meeting Abstract July 2019

Femtosecond laser versus mechanical microkeratome use for laser-assisted in-situ keratomileusis (LASIK): Systematic Review and Meta-analysis

Nicolás Kahuam-López; Alejandro Navas; Carlos Castillo-Salgado; Enrique O Graue-Hernandez; Aida Jimenez-Corona; Antonio Ibarra

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5054.

Vision Sciences Society Annual Meeting Abstract September 2018

Hierarchical Representations of Viewpoint and Illumination in Deep Convolutional Neural Networks Trained for Face Identification

Matthew Hill; Connor Parde; Jun-Cheng Chen; Carlos Castillo; Volker Blanz; Alice O'Toole

Journal of Vision. 2018; 18(10):353. https://doi.org/10.1167/18.10.353

Vision Sciences Society Annual Meeting Abstract September 2018

Face Familiarity in Deep Convolutional Neural Networks

Eilidh Noyes; Y. Ivette Colon; Matthew Hill; Connor Parde; Carlos Castillo; Swami Sankaranarayanan; Alice O'Toole

Journal of Vision. 2018; 18(10):1093. https://doi.org/10.1167/18.10.1093

Vision Sciences Society Annual Meeting Abstract September 2018

Social Networks: Analyzing Social Information in Deep Convolutional Neural Networks Trained for Face Identification

Connor Parde; Ying Hu; Carlos Castillo; Swami Sankaranarayanan; Alice O'Toole

Journal of Vision. 2018; 18(10):1342. https://doi.org/10.1167/18.10.1342

Vision Sciences Society Annual Meeting Abstract August 2017

Face Representations in Deep Convolutional Neural Networks

Connor Parde; Carlos Castillo; Matthew Hill; Y. Colon; Jun-Cheng Chen; Swami Sankaranarayanan; Alice O'Toole

Journal of Vision. 2017; 17(10):246. https://doi.org/10.1167/17.10.246

Vision Sciences Society Annual Meeting Abstract August 2017

Comparing human and deep convolutional neural network face-matching performance on disguised face images

Eilidh Noyes; Connor Parde; Y. Colon; Matthew Hill; Carlos Castillo; Jun-Cheng Chen; Rob Jenkins; Alice O'Toole

Journal of Vision. 2017; 17(10):1003. https://doi.org/10.1167/17.10.1003

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