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IJCV
2008
130views more  IJCV 2008»
13 years 11 months ago
Incremental Learning for Robust Visual Tracking
David A. Ross, Jongwoo Lim, Ruei-Sung Lin, Ming-Hs...
IJCV
2008
226views more  IJCV 2008»
13 years 11 months ago
LabelMe: A Database and Web-Based Tool for Image Annotation
We seek to build a large collection of images with ground truth labels to be used for object detection and recognition research. Such data is useful for supervised learning and qu...
Bryan C. Russell, Antonio Torralba, Kevin P. Murph...
IJCV
2008
106views more  IJCV 2008»
13 years 11 months ago
Learning Probabilistic Models for Contour Completion in Natural Images
Xiaofeng Ren, Charless Fowlkes, Jitendra Malik
IJCV
2008
90views more  IJCV 2008»
13 years 11 months ago
Analysis of Two-Dimensional Non-Rigid Shapes
Alexander M. Bronstein, Michael M. Bronstein, Alfr...
IJCV
2008
115views more  IJCV 2008»
13 years 11 months ago
On the Design of Cascades of Boosted Ensembles for Face Detection
Cascades of boosted ensembles have become popular in the object detection community following their highly success
S. Charles Brubaker, Jianxin Wu, Jie Sun, Matthew ...
IJCV
2008
139views more  IJCV 2008»
13 years 11 months ago
Multilevel Image Coding with Hyperfeatures
Histograms of local appearance descriptors are a popular representation for visual recognition. They are highly discriminant with good resistance to local occlusions and to geomet...
Ankur Agarwal, Bill Triggs
IJCV
2008
151views more  IJCV 2008»
13 years 11 months ago
Describing Visual Scenes Using Transformed Objects and Parts
We develop hierarchical, probabilistic models for objects, the parts composing them, and the visual scenes surrounding them. Our approach couples topic models originally developed...
Erik B. Sudderth, Antonio Torralba, William T. Fre...
IJCV
2008
155views more  IJCV 2008»
13 years 11 months ago
Fast Transformation-Invariant Component Analysis
For software and more illustrations: http://www.psi.utoronto.ca/anitha/fastTCA.htm Dimensionality reduction techniques such as principal component analysis and factor analysis are...
Anitha Kannan, Nebojsa Jojic, Brendan J. Frey
IJCV
2008
266views more  IJCV 2008»
13 years 11 months ago
Learning to Recognize Objects with Little Supervision
This paper shows (i) improvements over state-of-the-art local feature recognition systems, (ii) how to formulate principled models for automatic local feature selection in object c...
Peter Carbonetto, Gyuri Dorkó, Cordelia Sch...
IJCV
2008
115views more  IJCV 2008»
13 years 11 months ago
High Resolution Tracking of Non-Rigid Motion of Densely Sampled 3D Data Using Harmonic Maps
Yang Wang, Mohit Gupta, Song Zhang 0002, Sen Wang,...