Why is spatial stereoresolution so low?

被引:122
作者
Banks, MS
Gepshtein, S
Landy, MS
机构
[1] Univ Calif Berkeley, Sch Optometry, Vis Sci Program, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Dept Psychol, Berkeley, CA 94720 USA
[3] Univ Calif Berkeley, Helen Wills Neurosci Inst, Berkeley, CA 94720 USA
[4] NYU, Dept Psychol, New York, NY 10003 USA
[5] NYU, Ctr Neural Sci, New York, NY 10003 USA
关键词
stereopsis; binocular vision; stereoresolution; binocular disparity; binocular correspondence; disparity energy model;
D O I
10.1523/JNEUROSCI.3852-02.2004
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Spatial stereoresolution (the finest detectable modulation of binocular disparity) is much poorer than luminance resolution (finest detectable luminance variation). In a series of psychophysical experiments, we examined four factors that could cause low stereoresolution: (1) the sampling properties of the stimulus, (2) the disparity gradient limit, (3) low-pass spatial filtering by mechanisms early in the visual process, and (4) the method by which binocular matches are computed. Our experimental results reveal the contributions of the first three factors. A theoretical analysis of binocular matching by interocular correlation reveals the contribution of the fourth: the highest attainable stereoresolution may be limited by (1) the smallest useful correlation window in the visual system, and (2) a matching process that estimates the disparity of image patches and assumes that disparity is constant across the patch. Both properties are observed in disparity-selective neurons in area V1 of the primate (Nienborg et al., 2004).
引用
收藏
页码:2077 / 2089
页数:13
相关论文
共 42 条
[11]   Responses of primary visual cortical neurons to binocular disparity without depth perception [J].
Cumming, BG ;
Parker, AJ .
NATURE, 1997, 389 (6648) :280-283
[12]   A COMPARISON OF BINOCULAR DEPTH MECHANISMS IN AREAS 17 AND 18 OF THE CAT VISUAL-CORTEX [J].
FERSTER, D .
JOURNAL OF PHYSIOLOGY-LONDON, 1981, 311 (FEB) :623-655
[13]   Neural encoding of binocular disparity: Energy models, position shifts and phase shifts [J].
Fleet, DJ ;
Wagner, H ;
Heeger, DJ .
VISION RESEARCH, 1996, 36 (12) :1839-1857
[14]   SEQUENTIAL IDEAL-OBSERVER ANALYSIS OF VISUAL DISCRIMINATIONS [J].
GEISLER, WS .
PSYCHOLOGICAL REVIEW, 1989, 96 (02) :267-314
[15]   Fine-scale processing in human binocular stereopsis [J].
Harris, JM ;
McKee, SP ;
Smallman, HS .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1997, 14 (08) :1673-1683
[16]   On the relationship between the spatial channels for luminance and disparity processing [J].
Hess, RF ;
Kingdom, FAA ;
Ziegler, LR .
VISION RESEARCH, 1999, 39 (03) :559-568
[17]  
Howard Ian P., 2002, Depth perception, V2
[18]  
JENKIN MRM, 1988, COMPUTATIONAL PROCES, P69
[19]   BINOCULAR DEPTH PERCEPTION OF COMPUTER-GENERATED PATTERNS [J].
JULESZ, B .
BELL SYSTEM TECHNICAL JOURNAL, 1960, 39 (05) :1125-1162
[20]   A STEREO MATCHING ALGORITHM WITH AN ADAPTIVE WINDOW - THEORY AND EXPERIMENT [J].
KANADE, T ;
OKUTOMI, M .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (09) :920-932