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» Discriminative Random Fields

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AIPR
2004
IEEE

194views Pattern Recognition» more AIPR 2004»

An Image Retrieval System Using Multispectral Random Field Models, Color, and Geometric Features

14 years 1 months ago

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This paper describes a novel color texture-based image retrieval system for the query of an image database to find similar images to a target image. The retrieval process involves...

Orlando J. Hernandez, Alireza Khotanzad

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CIVR
2006
Springer

136views Image Analysis» more CIVR 2006»

Semi-supervised Learning for Image Annotation Based on Conditional Random Fields

13 years 12 months ago

Download www.jos.org.cn

Wei Li, Maosong Sun

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ICDM
2007
IEEE

157views Data Mining» more ICDM 2007»

Training Conditional Random Fields by Periodic Step Size Adaptation for Large-Scale Text Mining

13 years 11 months ago

Download www.iis.sinica.edu.tw

For applications with consecutive incoming training examples, on-line learning has the potential to achieve a likelihood as high as off-line learning without scanning all availabl...

Han-Shen Huang, Yu-Ming Chang, Chun-Nan Hsu

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EMNLP
2007

104views Natural Language Processing» more EMNLP 2007»

Multiple Alignment of Citation Sentences with Conditional Random Fields and Posterior Decoding

13 years 11 months ago