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cs.CV2026
ShapeY: A Principled Framework for Measuring Shape Recognition Capacity via Nearest-Neighbor Matching
Jong Woo Nam, Amanda S. Rios, Bartlett W. Mel
Object recognition (OR) in humans relies heavily on shape cues and the ability to recognize objects across varying 3D viewpoints. Unlike humans, deep networks often rely on non-sha…
cs.CV2021
ShapeY: Measuring Shape Recognition Capacity Using Nearest Neighbor Matching
Jong Woo Nam, Amanda S. Rios, Bartlett W. Mel
Object recognition in humans depends primarily on shape cues. We have developed a new approach to measuring the shape recognition performance of a vision system based on nearest ne…