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ICIAR
2005
Springer
13 years 9 months ago
Machine-Learning-Based Image Categorization
In this paper, a novel and efficient automatic image categorization system is proposed. This system integrates the MIL-based and global-featurebased SVMs for categorization. The IP...
Yutao Han, Xiaojun Qi
DEXA
2004
Springer
102views Database» more  DEXA 2004»
13 years 8 months ago
Text Categorization by a Machine-Learning-Based Term Selection
Javier Fernández, Elena Montañ&eacut...
ICPR
2008
IEEE
14 years 5 months ago
A machine learning based scheme for double JPEG compression detection
Double JPEG compression detection is of significance in digital forensics. We propose an effective machine learning based scheme to distinguish between double and single JPEG comp...
Chunhua Chen, Wei Su, Yun Q. Shi
CVPR
2012
IEEE
11 years 6 months ago
Image categorization using Fisher kernels of non-iid image models
The bag-of-words (BoW) model treats images as an unordered set of local regions and represents them by visual word histograms. Implicitly, regions are assumed to be identically an...
Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia...