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» Robot Localization Using a Computer Vision Sextant
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CRV
2006
IEEE
187views Robotics» more  CRV 2006»
15 years 7 months ago
Confidence Based updation of Motion Conspicuity in Dynamic Scenes
Computational models of visual attention result in considerable data compression by eliminating processing on regions likely to be devoid of meaningful content. While saliency map...
Vivek Kumar Singh, Subhransu Maji, Amitabha Mukerj...
CVPR
2006
IEEE
1579views Computer Vision» more  CVPR 2006»
16 years 5 months ago
CSIFT: A SIFT Descriptor with Color Invariant Characteristics
SIFT has been proven to be the most robust local invariant feature descriptor. SIFT is designed mainly for gray images. However, color provides valuable information in object desc...
Alaa E. Abdel-Hakim, Aly A. Farag
CVPR
2007
IEEE
16 years 5 months ago
Moving Forward in Structure From Motion
It is well-known that forward motion induces a large number of local minima in the instantaneous least-squares reprojection error. This is caused in part by singularities in the e...
Andrea Vedaldi, Gregorio Guidi, Stefano Soatto
ICCV
2007
IEEE
16 years 5 months ago
Proximity Distribution Kernels for Geometric Context in Category Recognition
We propose using the proximity distribution of vectorquantized local feature descriptors for object and category recognition. To this end, we introduce a novel "proximity dis...
Haibin Ling, Stefano Soatto
ICCV
2007
IEEE
15 years 9 months ago
Monocular SLAM as a Graph of Coalesced Observations
We present a monocular SLAM system that avoids inconsistency by coalescing observations into independent local coordinate frames, building a graph of the local frames, and optimiz...
Ethan Eade, Tom Drummond