Deep convolutional networks do not classify based on global object shape N Baker, H Lu, G Erlikhman, PJ Kellman PLoS computational biology 14 (12), e1006613, 2018 | 406 | 2018 |
Local features and global shape information in object classification by deep convolutional neural networks N Baker, H Lu, G Erlikhman, PJ Kellman Vision research 172, 46-61, 2020 | 84 | 2020 |
Abstract shape representation in human visual perception. N Baker, PJ Kellman Journal of Experimental Psychology: General 147 (9), 1295, 2018 | 46 | 2018 |
Deep learning models fail to capture the configural nature of human shape perception N Baker, JH Elder Iscience 25 (9), 2022 | 29 | 2022 |
Constant curvature segments as building blocks of 2D shape representation. N Baker, P Garrigan, PJ Kellman Journal of Experimental Psychology: General 150 (8), 1556, 2021 | 25 | 2021 |
Deep Convolutional Networks do not Perceive Illusory Contours. N Baker, G Erlikhman, PJ Kellman, H Lu CogSci, 2018 | 25 | 2018 |
Constant curvature modeling of abstract shape representation N Baker, PJ Kellman Plos one 16 (8), e0254719, 2021 | 7 | 2021 |
Classification images reveal that deep learning networks fail to perceive illusory contours P Kellman, N Baker, G Erlikhman, H Lu Journal of vision 17 (10), 569-569, 2017 | 6 | 2017 |
The Ingenious Mr Hughes: Combining Forced, Fat, and Reverse Perspective All in One Art Piece to Pit Objects against Surfaces TV Papathomas, N Baker, AS Yeshua, X Zhuang, A Ng i-Perception 3 (3), 182-187, 2012 | 6 | 2012 |
Independent mechanisms for processing local contour features and global shape. N Baker, PJ Kellman Journal of Experimental Psychology: General 152 (5), 1502, 2023 | 5 | 2023 |
Configural relations in humans and deep convolutional neural networks N Baker, P Garrigan, A Phillips, PJ Kellman Frontiers in Artificial Intelligence 5, 961595, 2023 | 3 | 2023 |
Deep convolutional networks do not make classifications based on global object shape N Baker, H Lu, G Erlikhman, P Kellman Journal of Vision 18 (10), 904-904, 2018 | 3 | 2018 |
Independent Mechanisms for Processing Local Contour Features and Global Shape P Kellman, N Baker Journal of Vision 21 (9), 2652-2652, 2021 | 2 | 2021 |
Psychophysical Investigations into Skeletal Shape Representations N Baker, P Kellman Journal of Vision 17 (10), 1379-1379, 2017 | 2 | 2017 |
Is object-based warping solely object-based? N Baker, A Vushaj, W Friebel, J Yahng Journal of Experimental Psychology: Human Perception and Performance, 2024 | 1 | 2024 |
Shape from dots: a window into abstraction processes in visual perception N Baker, PJ Kellman Frontiers in Computer Science 6, 1367534, 2024 | | 2024 |
For deep networks, the whole equals the sum of the parts PJ Kellman, N Baker, P Garrigan, A Phillips, H Lu Behavioral and Brain Sciences 46, 2023 | | 2023 |
Temporal Properties of Abstract Shape Representation N Baker, P Kellman Journal of Vision 16 (12), 789-789, 2016 | | 2016 |