DocumentCode :
3373797
Title :
Face detection and its applications in intelligent and focused image retrieval
Author :
Zhang, Zhongfei ; Srihari, Rohini K. ; Rao, Aibing
Author_Institution :
Dept. of Comput. Sci., State Univ. of New York, Binghamton, NY, USA
fYear :
1999
fDate :
1999
Firstpage :
121
Lastpage :
128
Abstract :
This paper presents a face detection technique and its applications in image retrieval. Even though this face detection method has relatively high false positives and a low detection rate (as compared with the dedicated face detection systems in the literature of image understanding), because of its simple and fast nature, it has been shown that this system may be well applied in image retrieval in certain focused application domains. Two application examples are given: one combining face detection with indexed collateral text for image retrieval regarding human beings, and the other combining face detection with conventional similarity matching techniques for image retrieval with similar background. Experimental results show that our proposed approaches have significantly improved image retrieval precision over existing search engines in these focused application domains
Keywords :
database indexing; face recognition; feature extraction; image matching; image retrieval; face detection; false positives; focused image retrieval; human beings; image understanding; indexed collateral text; intelligent image retrieval; multimedia information indexing; similarity matching techniques; Application software; Content based retrieval; Face detection; Focusing; Humans; Image retrieval; Indexing; Information retrieval; Multimedia databases; Search engines;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Tools with Artificial Intelligence, 1999. Proceedings. 11th IEEE International Conference on
Conference_Location :
Chicago, IL
ISSN :
1082-3409
Print_ISBN :
0-7695-0456-6
Type :
conf
DOI :
10.1109/TAI.1999.809776
Filename :
809776
Link To Document :
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