New Approaches to 3D Vision

被引:3
作者
Linton, Paul [1 ,2 ,3 ]
Morgan, Michael J. [4 ]
Read, Jenny C. A. [5 ]
Vishwanath, Dhanraj [6 ]
Creem-Regehr, Sarah H. [7 ]
Domini, Fulvio [8 ]
机构
[1] Columbia Univ, Ctr Sci & Soc, Soc & Neurosci, New York, NY 10027 USA
[2] Columbia Univ, Italian Acad Adv Studies Amer, New York, NY 10027 USA
[3] Columbia Univ, Zuckerman Mind Brain Behav Inst, Visual Inference Lab, New York, NY 10027 USA
[4] City Univ London, Dept Optometry & Visual Sci, Northampton Sq, London EC1V 0HB, England
[5] Newcastle Univ, Biosci Inst, Newcastle Upon Tyne NE2 4HH, Tyne & Wear, England
[6] Univ St Andrews, Sch Psychol & Neurosci, St Andrews KY16 9JP, Scotland
[7] Univ Utah, Dept Psychol, Salt Lake City, UT 84112 USA
[8] Brown Univ, Dept Cognit Linguist & Psychol Sci, Providence, RI 02912 USA
基金
美国国家科学基金会;
关键词
3D vision; artificial intelligence; computer vision; navigation; human vision; STRUCTURE-FROM-MOTION; AFFINE STRUCTURE; GRID CELLS; SIMULTANEOUS LOCALIZATION; VISUAL-PERCEPTION; CUE COMBINATION; EMBODIED PERCEPTION; BAYESIAN-INFERENCE; BINOCULAR VISION; DEPTH-PERCEPTION;
D O I
10.1098/rstb.2021.0443
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
New approaches to 3D vision are enabling new advances in artificial intelligence and autonomous vehicles, a better understanding of how animals navigate the 3D world, and new insights into human perception in virtual and augmented reality. Whilst traditional approaches to 3D vision in computer vision (SLAM: simultaneous localization and mapping), animal navigation (cognitive maps), and human vision (optimal cue integration) start from the assumption that the aim of 3D vision is to provide an accurate 3D model of the world, the new approaches to 3D vision explored in this issue challenge this assumption. Instead, they investigate the possibility that computer vision, animal navigation, and human vision can rely on partial or distorted models or no model at all. This issue also highlights the implications for artificial intelligence, autonomous vehicles, human perception in virtual and augmented reality, and the treatment of visual disorders, all of which are explored by individual articles. This article is part of a discussion meeting issue 'New approaches to 3D vision'.
引用
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页数:23
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