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» Machine-Learning-Based Image Categorization
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MMM
2009
Springer
218views Multimedia» more  MMM 2009»
14 years 2 months ago
Sparse Multiscale Patches (SMP) for Image Categorization
Abstract. In this paper we address the task of image categorization using a new similarity measure on the space of Sparse Multiscale Patches (SMP). SMPs are based on a multiscale t...
Paolo Piro, Sandrine Anthoine, Eric Debreuve, Mich...
ICIP
2008
IEEE
13 years 11 months ago
Scene categorization using bag of Textons on spatial hierarchy
Sebastiano Battiato, Giovanni Maria Farinella, Gio...
ICPR
2008
IEEE
13 years 11 months ago
Support Vector Data Description for image categorization from Internet images
Training a classifier for object category recognition using images on the Internet is an attractive approach due to its scalability. However, a big challenge in this approach is ...
Xiaodong Yu, Daniel DeMenthon, David S. Doermann
ECCV
2006
Springer
14 years 7 months ago
Learning Compositional Categorization Models
Abstract. This contribution proposes a compositional approach to visual object categorization of scenes. Compositions are learned from the Caltech 101 database1 intermediate abstra...
Björn Ommer, Joachim M. Buhmann
ICMCS
2007
IEEE
180views Multimedia» more  ICMCS 2007»
13 years 5 months ago
Content-Based Image Categorization and Retrieval using Neural Networks
We propose a neural network based method for organizing images for content-based image retrieval. We use spectral histogram features, the histograms of filtered images to capture...
Yuhua Zhu, Xiuwen Liu, Washington Mio