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172
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PAMI
2002
122views more  PAMI 2002»
15 years 3 months ago
Analytic PCA Construction for Theoretical Analysis of Lighting Variability in Images of a Lambertian Object
We analyze theoretically the subspace best approximating images of a convex Lambertian object taken from the same viewpoint, but under different distant illumination conditions. Si...
Ravi Ramamoorthi
141
Voted
NECO
2007
127views more  NECO 2007»
15 years 3 months ago
Visual Recognition and Inference Using Dynamic Overcomplete Sparse Learning
We present a hierarchical architecture and learning algorithm for visual recognition and other visual inference tasks such as imagination, reconstruction of occluded images, and e...
Joseph F. Murray, Kenneth Kreutz-Delgado
127
Voted
CVPR
2010
IEEE
15 years 2 months ago
Nonparametric Label-to-Region by Search
In this work, we investigate how to propagate annotated labels for a given single image from the image-level to their corresponding semantic regions, namely Label-toRegion (L2R), ...
Xiaobai Liu, Shuicheng Yan, Jiebo Luo
148
Voted

Publication
267views
16 years 3 days ago
Interactive planar reconstruction of objects and scenes
3D reconstruction from 2D images is an active research topic in the computer vision community. Classical algorithms like Structure From Motion (SFM) and Multi-View Stereo (MVS) are...
Adarsh Kowdle, Yao-Jen Chang, Tsuhan Chen
126
Voted
ECCV
2010
Springer
15 years 2 months ago
Sequential Non-Rigid Structure-from-Motion with the 3D-Implicit Low-Rank Shape Model
So far the Non-Rigid Structure-from-Motion problem has been tackled using a batch approach. All the frames are processed at once after the video acquisition takes place. In this pa...
Marco Paladini, Adrien Bartoli, Lourdes de Agapito
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