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Computational vision is at the heart of robotics and biomedicine, but it is primitive when compared with the human visual sense. Humans demonstrate, effortlessly, enormous visual flexibility and generality, unaware of human vision's staggering complexity. But more than one-third of the primate brain is dedicated to processing visual information.
How do we characterize the function of billions of neurons in algorithmic terms? Zucker is putting the requirements of vision systems together with insights from neurophysiology and applied mathematics to develop an abstract theory of computational vision. Based on differential geometry, his approach leads to methods of curve detection, shading and texture analyses, stereo, color, and generic shape description. The key to studying and modeling vision is an interdisciplinary perspective, integrating computation, neuroscience, and mathematics.
Computational vision is at the heart of robotics and biomedicine, but it is primitive when compared with the human visual sense. Humans demonstrate, effortlessly, enormous visual flexibility and generality, unaware of human vision's staggering complexity. But more than one-third of the primate brain is dedicated to processing visual information.
How do we characterize the function of billions of neurons in algorithmic terms? Zucker is putting the requirements of vision systems together with insights from neurophysiology and applied mathematics to develop an abstract theory of computational vision. Based on differential geometry, his approach leads to methods of curve detection, shading and texture analyses, stereo, color, and generic shape description. The key to studying and modeling vision is an interdisciplinary perspective, integrating computation, neuroscience, and mathematics.
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CoRR (2024)
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ArXiv (2024)
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PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICAno. 4 (2024): e2317773121-e2317773121
FRONTIERS IN COMPUTER SCIENCE (2024)
GSI (1)pp.53-62, (2023)
Journal of Visionno. 9 (2023): 5218-5218
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Figural Synthesispp.283-300, (2021)
arxiv(2020)
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