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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 2 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 3 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 3 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»
14 years 11 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