725 search results - page 3 / 145 » Structured Learning and Prediction in Computer Vision |
ECCV
2010
Springer
14 years 1 months ago
2010
Springer
We present a data-driven approach to predict the importance of edges and construct a Markov network for image analysis based on statistical models of global and local image feature...
CVPR
2012
IEEE
11 years 10 months ago
2012
IEEE
We cast the problem of recognizing related categories as a unified learning and structured prediction problem with shared body plans. When provided with detailed annotations of o...
CIARP
2007
Springer
14 years 2 months ago
2007
Springer
Abstract. It is argued that the ability to generalise is the most important characteristic of learning and that generalisation may be achieved only if pattern recognition systems l...
CVPR
2008
IEEE
14 years 10 months ago
2008
IEEE
We present a random field based model for stereo vision with explicit occlusion labeling in a probabilistic framework. The model employs non-parametric cost functions that can be ...
CVPR
2012
IEEE
11 years 10 months ago
2012
IEEE
In this paper, we propose an approach to accurately localize detected objects. The goal is to predict which features pertain to the object and define the object extent with segme...