Abstract
Photo album management, an application of content-based image browsing/retrieval, has attracted much attention in recent years. Identities of individuals appearing in the photos are the most important aspect for photo browsing. However, face recognition generally doesn 't work effectively in such situation due to the large variations in pose, illumination and sometimes poor quality of images. In this paper, we present a system for browsing photo albums. The system automatically detects and stores information about the locations of faces in the photos. A similarity function based on face arrangement is defined. Photos are then clustered based on the similarity function using a clustering algorithm proposed in this paper. The system also represents photos of an event using a composite image. The composite image is built from representative faces and an image that represents the event. Experiments indicate that the face arrangement features are effective in representing the semantic content of the photos and are appropriate for photo albums.
| Original language | English |
|---|---|
| Title of host publication | 2004 IEEE International Conference on Multimedia and Expo (ICME) |
| Pages | 2071-2074 |
| Number of pages | 4 |
| Volume | 3 |
| State | Published - Dec 1 2004 |
| Event | 2004 IEEE International Conference on Multimedia and Expo (ICME) - Taipei, Taiwan, Province of China Duration: Jun 27 2004 → Jun 30 2004 |
Other
| Other | 2004 IEEE International Conference on Multimedia and Expo (ICME) |
|---|---|
| Country | Taiwan, Province of China |
| City | Taipei |
| Period | 6/27/04 → 6/30/04 |
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ASJC Scopus subject areas
- Engineering(all)
Cite this
Content-based photo album management using faces' arrangement. / Abdel-Mottaleb, Mohamed; Chen, Longbin.
2004 IEEE International Conference on Multimedia and Expo (ICME). Vol. 3 2004. p. 2071-2074.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Content-based photo album management using faces' arrangement
AU - Abdel-Mottaleb, Mohamed
AU - Chen, Longbin
PY - 2004/12/1
Y1 - 2004/12/1
N2 - Photo album management, an application of content-based image browsing/retrieval, has attracted much attention in recent years. Identities of individuals appearing in the photos are the most important aspect for photo browsing. However, face recognition generally doesn 't work effectively in such situation due to the large variations in pose, illumination and sometimes poor quality of images. In this paper, we present a system for browsing photo albums. The system automatically detects and stores information about the locations of faces in the photos. A similarity function based on face arrangement is defined. Photos are then clustered based on the similarity function using a clustering algorithm proposed in this paper. The system also represents photos of an event using a composite image. The composite image is built from representative faces and an image that represents the event. Experiments indicate that the face arrangement features are effective in representing the semantic content of the photos and are appropriate for photo albums.
AB - Photo album management, an application of content-based image browsing/retrieval, has attracted much attention in recent years. Identities of individuals appearing in the photos are the most important aspect for photo browsing. However, face recognition generally doesn 't work effectively in such situation due to the large variations in pose, illumination and sometimes poor quality of images. In this paper, we present a system for browsing photo albums. The system automatically detects and stores information about the locations of faces in the photos. A similarity function based on face arrangement is defined. Photos are then clustered based on the similarity function using a clustering algorithm proposed in this paper. The system also represents photos of an event using a composite image. The composite image is built from representative faces and an image that represents the event. Experiments indicate that the face arrangement features are effective in representing the semantic content of the photos and are appropriate for photo albums.
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UR - http://www.scopus.com/inward/citedby.url?scp=11244261272&partnerID=8YFLogxK
M3 - Conference contribution
SN - 0780386035
SN - 9780780386037
VL - 3
SP - 2071
EP - 2074
BT - 2004 IEEE International Conference on Multimedia and Expo (ICME)
ER -