Generalized multiple baseline stereo and direct virtual view synthesis using range-space search, match, and render

被引:9
作者
Ng, KC
Trivedi, M
Ishiguro, H
机构
[1] STMicroelect, AST La Jolla Lab, San Diego, CA 92121 USA
[2] Univ Calif San Diego, Comp Vis & Robot Res Lab, La Jolla, CA 92093 USA
[3] Wakayama Univ, Dept Comp & Commun Sci, Wakayama, Japan
关键词
range-space approach; generalized multiple baseline stereo; direct virtual view synthesis; wide-baseline stereo; volumetric matching template; matching curve characteristics; error region; volume growing; virtual walkthrough; image-based rendering; omni-directional video;
D O I
10.1023/A:1014589723611
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new "range-space" approach is described for synergistic resolution of both stereovision and reflectance (visual) modeling problems simultaneously. This synergistic approach can be applied to arbitrary camera arrangements with different intrinsic and extrinsic parameters, image types, image resolutions, and image number. These images are analyzed in a step-wise manner to extract 3-D range measurements and also to render a customized perspective view. The entire process is fully automatic. An extensive and detailed experimental validation phase supports the basic feasibility and generality of the Range-Space Approach.
引用
收藏
页码:131 / 147
页数:17
相关论文
共 21 条
[1]  
Aliaga DG, 2001, COMP GRAPH, P443, DOI 10.1145/383259.383311
[2]  
Buehler C, 2001, COMP GRAPH, P425, DOI 10.1145/383259.383309
[3]  
Chai JX, 2000, COMP GRAPH, P307, DOI 10.1145/344779.344932
[4]  
Heigl B., 1999, DAGM S, P94
[5]  
KANG SB, 1999, P SOC PHOTO-OPT INS, V3641, P2
[6]   A theory of shape by space carving [J].
Kutulakos, KN ;
Seitz, SM .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2000, 38 (03) :199-218
[7]  
LHUILLIER M, 1998, P BRIT MACH VIS C SO, V2, P700
[8]  
MAIMONE MW, 1995, IROS '95 - 1995 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS: HUMAN ROBOT INTERACTION AND COOPERATIVE ROBOTS, PROCEEDINGS, VOL 1, P519, DOI 10.1109/IROS.1995.525846
[9]  
MARAPANE S, 1994, IEEE T PATTERN ANAL, V16
[10]   Monitoring dynamically changing environments by ubiquitous vision system [J].
Ng, KC ;
Ishiguro, H ;
Trivedi, M ;
Sogo, T .
SECOND IEEE WORKSHOP ON VISUAL SURVEILLANCE (VS'99), PROCEEDINGS, 1999, :67-73