基本信息
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职业迁徙
个人简介
My research is in Computational Vision. I am studying from a computational point of view the processes involved in interpreting images. Most of my work has been concerned with obtaining information from video sequences and stereo images. Within this area I have worked on many problems, including the computation of image motion, three-dimensional motion estimation, reconstruction and shape estimation, and segmentation of the scene. There are many areas of technological applications for this research; I have worked on video data bases, robotic navigation and surveillance. My recent efforts have been on the design of new camera systems exploiting multiple views.
From a scientific perspective my work can be seen as the use of mathematics and computation to shed light on the structure and function of the early visual processes in the brain. I have applied my theoretical findings to explain aspects of biological vision, known from Psychophysics and the Neurosciences. For example, I have explained recently a large number of optical illusions. Currently I am working on the feedback loops linking three-dimensional shape, motion and segmentation. I perceive the study of Vision as a highly interdisciplinary activity. Mathematics and computations can tell us what is possible, but we need inspiration from nature on what we should study.
研究兴趣
论文共 22 篇作者统计合作学者相似作者
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Jingxi Chen,Brandon Y. Feng, Haoming Cai,Mingyang Xie,Christopher Metzler,Cornelia Fermuller,Yiannis Aloimonos
arxiv(2024)
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arxiv(2024)
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ICLR 2023 (2023)
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FRONTIERS IN NEUROSCIENCE (2022): 1102568-1102568
mag(2013)
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mag(2011)
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D-Core
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