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JMLR
2012
13 years 13 days ago
Learning Low-order Models for Enforcing High-order Statistics
Models such as pairwise conditional random fields (CRFs) are extremely popular in computer vision and various other machine learning disciplines. However, they have limited expre...
Patrick Pletscher, Pushmeet Kohli
CVPR
2009
IEEE
16 years 5 months ago
Image Registration by Minimization of Residual Complexity
Accurate denition of similarity measure is a key component in image registration. Most commonly used intensitybased similarity measures rely on the assumptions of independence ...
Andriy Myronenko, Xubo B. Song
CVPR
2009
IEEE
16 years 5 months ago
Multiple Instance Feature for Robust Part-based Object Detection
Feature misalignment in object detection refers to the phenomenon that features which re up in some positive detection windows do not re up in other pos- itive detection windo...
Zhe Lin (University of Maryland at College Park), ...
CVPR
2009
IEEE
16 years 4 months ago
A Collaborative Benchmark for Region of Interest Detection Algorithms
This paper presents a collaborative benchmark for region of interest (ROI) detection in images. ROI detection has many useful applications and many algorithms have been proposed...
Tz-Huan Huang, Kai-Yin Cheng and Yung-Yu Chuang
CVPR
2004
IEEE
16 years 1 hour ago
Stereo Correspondence with Slanted Surfaces: Critical Implications of Horizontal Slant
We examine the stereo correspondence problem in the presence of slanted scene surfaces. In particular, we highlight a previously overlooked geometric fact: a horizontally slanted ...
Abhijit S. Ogale, Yiannis Aloimonos