Title :
Photo Indexing Using Person-Based Multi-feature Fusion with Temporal Context
Author :
Yang, Seungji ; Ro, Yong Man
Author_Institution :
Inf. & Commun. Univ., Daejeon
Abstract :
A photo indexing is presented to facilitate the browsing of a large collection of photos associated with specified persons in photo. The proposed method aims at exploiting additional person-identity features in order to cope with the limitations of conventional person-based image or photo indexing using facial features only. Person-identity feature is created by the combination of face region and associated contextual information. For consistent use of associated contextual information, situation-based photo clustering is adopted. Experiment was performed with 1120 generic home photos (the official database of MPEG-7 VCE-3.
Keywords :
feature extraction; image classification; image processing; facial features; person-based image; person-based multifeature fusion; person-identity feature; photo indexing; situation-based photo clustering; Cameras; Face detection; Face recognition; Facial features; Image databases; Indexing; Lighting; Security; Spatial databases; Video sharing;
Conference_Titel :
Mobile Ubiquitous Computing, Systems, Services and Technologies, 2007. UBICOMM '07. International Conference on
Conference_Location :
Papeete
Print_ISBN :
978-0-7695-2993-6
DOI :
10.1109/UBICOMM.2007.29
