103
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CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We propose a cord distance in the space of dynamical models that takes into account their dynamics, including transients, output maps and input distributions. In data analysis app...
84
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
98
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We introduce novel discriminative learning algorithms for dynamical systems. Models such as Conditional Random Fields or Maximum Entropy Markov Models outperform the generative Hi...
102
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We present an approach for measuring similarity between visual entities (images or videos) based on matching internal self-similarities. What is correlated across images (or acros...
107
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
Matching and registration of shapes is a key issue in Computer Vision, Pattern Recognition, and Medical Image Analysis. This paper presents a shape representation framework based ...
111
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We propose a method for learning using a set of feature representations which retrieve different amounts of information at different costs. The goal is to create a more efficient ...
90
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
A novel algorithm for robustly segmenting changes between different images of a scene is presented. This computationally efficient algorithm is based on a non-linear comparison of...
108
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
Considerable advances have been made in learning to recognize and localize visual object classes. Simple bag-offeature approaches label each pixel or patch independently. More adv...
117
click to vote
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We present a method for the simultaneous detection and segmentation of people from static images. The proposed technique requires no manual segmentation during training, and explo...
112
click to vote
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We present an algorithm for performing Lambertian photometric stereo in the presence of shadows. The algorithm has three novel features. First, a fast graph cuts based method is u...