Title :
Efficient graph based spatial face context representation and matching
Author :
Yi-I Chiu ; Congcong Li ; Chun-Rong Huang ; Pau-Choo Chung ; Tsuhan Chen
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
In this paper, we propose a novel orientation-aware Urquhart graph based spatial face context representation method to efficiently describe the spatial relationship among faces in group photos. We combine graph matching with orientations of graph edges to assess the similarity of spatial face contexts from different group photos. The experimental results show that our method can find more structurally similar group photos compared to the state-of-the-art spatial face context representation methods.
Keywords :
face recognition; image matching; image representation; orientation-aware Urquhart graph; spatial face context matching; spatial face context representation; spatial relationship; Conferences; Context; Context modeling; Educational institutions; Face; Image edge detection; Pattern recognition; graph matching; social event analysis; spatial face context;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638004