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Vision Sciences Society Annual Meeting Abstract September 2024

Investigating the impact of Gaussian noise on face recognition performance for humans and convolutional neural networks

Ikhwan Jeon; Connor Parde; Frank Tong

Journal of Vision. 2024; 24(10):1506. https://doi.org/10.1167/jov.24.10.1506

Vision Sciences Society Annual Meeting Abstract September 2024

Modeling face-Identity “likeness” with a convolutional neural network trained for face identification

Connor J. Parde; Alice J. O'Toole

Journal of Vision. 2024; 24(10):1292. https://doi.org/10.1167/jov.24.10.1292

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

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

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 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

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 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 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. https://doi.org/10.1167/18.10.1344

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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