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2000 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'00) - Volume 1
Histogram-Based Object Recognition Using Shape-from-Shading
Hilton Head, South Carolina
June 13-June 15
ISBN: 0-7695-0662-3
| ASCII Text | x | ||
| Philip L. Worthington, Edwin R. Hancock, "Histogram-Based Object Recognition Using Shape-from-Shading," 2012 IEEE Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 1643, 2000 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'00) - Volume 1, 2000. | |||
| BibTex | x | ||
| @article{ 10.1109/CVPR.2000.855880, author = {Philip L. Worthington and Edwin R. Hancock}, title = {Histogram-Based Object Recognition Using Shape-from-Shading}, journal ={2012 IEEE Conference on Computer Vision and Pattern Recognition}, volume = {1}, year = {2000}, issn = {1063-6919}, pages = {1643}, doi = {http://doi.ieeecomputersociety.org/10.1109/CVPR.2000.855880}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 IEEE Conference on Computer Vision and Pattern Recognition TI - Histogram-Based Object Recognition Using Shape-from-Shading SN - 1063-6919 SP EP A1 - Philip L. Worthington, A1 - Edwin R. Hancock, PY - 2000 VL - 1 JA - 2012 IEEE Conference on Computer Vision and Pattern Recognition ER - | |||
This paper presents an experimental study of the problem of object recognition using surface attributes delivered by shape-from-shading. We focus our attention on histogram-based representations. Several surface attributes are considered. These include slant and tilt angles, mean and Gaussian curvature, and, shape-index and curvedness. Our study reveals that recognition rates of 98% are achievable under controlled lighting conditions. When there is significant illumination variation then recognition rates of 80% are achievable.
Citation:
Philip L. Worthington, Edwin R. Hancock, "Histogram-Based Object Recognition Using Shape-from-Shading," cvpr, vol. 1, pp.1643, 2000 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'00) - Volume 1, 2000
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