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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. doi: 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. doi: https://doi.org/10.1167/jov.21.4.4

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. doi: https://doi.org/10.1167/jov.20.11.600

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. doi: https://doi.org/10.1167/jov.20.11.1462

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. doi: https://doi.org/10.1167/jov.20.11.553

Vision Sciences Society Annual Meeting Abstract October 2020

Building calibrated face-identification ability test with Item Response Theory

Géraldine Jeckeln; Ying Hu; Jacqueline G. Cavazos; Amy N. Yates; Carina A. Hahn; Larry Tang; Alice J. O’Toole; P. Jonathon Phillips

Journal of Vision. 2020; 20(11):579. doi: https://doi.org/10.1167/jov.20.11.579

Vision Sciences Society Annual Meeting Abstract October 2020

Linking language descriptions and social trait perception of three-dimensional body shapes

Ying Hu; Victoria Huang; Matthew Q. Hill; Alice J. O’Toole

Journal of Vision. 2020; 20(11):581. doi: https://doi.org/10.1167/jov.20.11.581

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. doi: 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. doi: https://doi.org/10.1167/19.10.93b

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. doi: https://doi.org/10.1167/19.10.261d

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. doi: https://doi.org/10.1167/18.10.353

Vision Sciences Society Annual Meeting Abstract September 2018

Recognition of approaching walkers in infancy

Megumi Kobayashi; So Kanazawa; Masami Yamaguchi; Alice O'Toole

Journal of Vision. 2018; 18(10):566. doi: https://doi.org/10.1167/18.10.566

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. doi: https://doi.org/10.1167/18.10.1093

Vision Sciences Society Annual Meeting Abstract September 2018

Strategies for improving own-and other-race face recognition with learning context and multiple image training

Jacqueline Cavazos; Eilidh Noyes; Alice O'Toole

Journal of Vision. 2018; 18(10):1105. doi: https://doi.org/10.1167/18.10.1105

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. doi: https://doi.org/10.1167/18.10.1342

Vision Sciences Society Annual Meeting Abstract September 2018

Personality trait inferences from three-dimensional body shapes

Ying Hu; Connor Parde; Matthew Hill; Naureen Mahmood; Alice O'Toole

Journal of Vision. 2018; 18(10):1344. doi: https://doi.org/10.1167/18.10.1344

Vision Sciences Society Annual Meeting Abstract August 2017

Identity Matching of Unfamiliar People from Point-Light Biological Motion

Asal Baragchizadeh; Alice O'Toole

Journal of Vision. 2017; 17(10):62. doi: https://doi.org/10.1167/17.10.62

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. doi: https://doi.org/10.1167/17.10.246

Vision Sciences Society Annual Meeting Abstract August 2017

Qualitative Differences Between Professional Forensic Face Examiners and Untrained People in Person Recognition Are Revealed by Item Analysis

Ying Hu; Kelsey Jackson; Amy Yates; David White; P. Jonathon Phillips; Alice O'Toole

Journal of Vision. 2017; 17(10):615. doi: https://doi.org/10.1167/17.10.615

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. doi: https://doi.org/10.1167/17.10.1003

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