Face indexing on video data-extraction, recognition, tracking and modeling

Author

Ariki, Yasuo ; Suiyama, Y. ; Ishikawa, Noriyuki

Author_Institution

Dept. of Electron. & Inf., Ryukoku Univ., Ohtsu, Japan

fYear

1998

fDate

14-16 Apr 1998

Firstpage

62

Lastpage

69

Abstract

This paper proposes a human face indexing system for video data with face extraction, recognition, tracking and modeling functions. The proposed system can extract, recognize and track the human faces regardless of their orientation and sizes. The time sections including tracked faces are recorded with their names as indices. These indices can be used to classify or retrieve the video data. If the face could not be recognized the tracked facial images can be used for face modeling. We used subspace methods for the face extraction, recognition and tracking

Keywords

face recognition; feature extraction; image classification; indexing; visual databases; face extraction; face indexing; face modeling; face recognition; image classification; image retrieval; size; subspace methods; time sections; tracking; video data; Data mining; Face recognition; Hard disks; Humans; Image databases; Indexing; Multimedia databases; TV broadcasting; Video compression; Working environment noise;

fLanguage

English

Publisher

ieee

Conference_Titel

Automatic Face and Gesture Recognition, 1998. Proceedings. Third IEEE International Conference on

Conference_Location

Nara

Print_ISBN

0-8186-8344-9

Type

conf

DOI

10.1109/AFGR.1998.670926

Filename

670926