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» Semantic based image retrieval: a probabilistic approach
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ICMCS
2000
IEEE
89views Multimedia» more  ICMCS 2000»
15 years 10 months ago
A Knowledge Engineering Approach for Image Classification based on Probabilistic Reasoning Systems
We present a knowledge engineering approach for image classification that is based on probabilistic reasoning systems. The approach gives the knowledge engineer a systematic way ...
Seungyup Paek, Shih-Fu Chang
MMM
2003
Springer
136views Multimedia» more  MMM 2003»
15 years 11 months ago
Modeling Data and User Characteristics by Peer Indexing in Content-based Image Retrieval
: Modeling the characteristics of specific images and individual users is a critical issue in content-based image retrieval but insufficiently addressed by the current retrieval ap...
Jun Yang 0003, Qing Li, Yueting Zhuang
CIVR
2005
Springer
144views Image Analysis» more  CIVR 2005»
15 years 11 months ago
A Weakly Supervised Approach for Semantic Image Indexing and Retrieval
This paper presents a new approach for building semantic image indexing and retrieval systems. Our approach is composed of four phases : (1) knowledge acquisition, (2) weakly-super...
Nicolas Maillot, Monique Thonnat
CIVR
2008
Springer
245views Image Analysis» more  CIVR 2008»
15 years 7 months ago
Probabilistic optimized ranking for multimedia semantic concept detection via RVM
We present a probabilistic ranking-driven classifier for the detection of video semantic concept, such as airplane, building, etc. Most existing concept detection systems utilize ...
Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian