CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
This paper presents a generic method for solving Markov random fields (MRF) by formulating the problem of MAP estimation as 0-1 quadratic programming (QP). Though in general solvi...
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
When labelled training data is plentiful, discriminative techniques are widely used since they give excellent generalization performance. However, for large-scale applications suc...
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
We propose a new approach called "appearance clustering" for scene analysis. The key idea in this approach is that the scene points can be clustered according to their s...
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
Image matching is an essential task in many computer vision applications. It is obvious that thorough utilization of all available information is critical for the success of match...
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
1 We propose a principled method for designing high level features for photo quality assessment. Our resulting system can classify between high quality professional photos and low...
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
Many computer vision applications, such as scene analysis and medical image interpretation, are ill-suited for traditional classification where each image can only be associated w...
CVPR
2006
IEEE
15 years 4 days ago
2006
IEEE
For the analysis of images, a deeper understanding of their intrinsic structure is required. This has been obtained for 2D images by means of statistical analysis [15, 18]. Here, ...