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CVPR
2010
IEEE
16 years 3 months ago
Sufficient Dimensionality Reduction for Visual Sequence Classification
When classifying high-dimensional sequence data, traditional methods (e.g., HMMs, CRFs) may require large amounts of training data to avoid overfitting. In such cases dimensional...
Alex Shyr, Raquel Urtasun, Michael Jordan
CVPR
2010
IEEE
16 years 2 months ago
Breaking the interactive bottleneck in multi-class classification with active selection and binary feedback
Multi-class classification schemes typically require human input in the form of precise category names or numbers for each example to be annotated – providing this can be impra...
Ajay Joshi, Fatih Porikli, Nikolaos Papanikolopoul...
CVPR
2010
IEEE
16 years 2 months ago
Estimating Camera Pose from a Single Urban Ground-View Omnidirectional Image and a 2D Building Outline Map
A framework is presented for estimating the pose of a camera based on images extracted from a single omnidirectional image of an urban scene, given a 2D map with building outlines...
Tat-Jen Cham, Ciptadi Arridhana, Wei-Chian Tan, Mi...
ICPR
2010
IEEE
16 years 1 months ago
Multiple Plane Detection in Image Pairs Using J-Linkage
—We present a new method for the robust detection and matching of multiple planes in pairs of images. Such planes can serve as stable landmarks for vision-based urban navigation....
David Ford Fouhey, Daniel Scharstein, Amy Briggs
SAC
2010
ACM
16 years 1 months ago
Social music making on the web with CODES
Music making is usually considered as mostly a solitary activity done by composers, but with the current Web 2.0 technology it is possible to provide new possibilities for social ...
Evandro Manara Miletto, Marcelo Soares Pimenta, Je...
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