TY - GEN
T1 - Block selection in the local appearance-based face recognition scheme
AU - Ekenel, Hazim Kemal
AU - Stiefelhagen, Rainer
PY - 2006
Y1 - 2006
N2 - In this paper we investigate the benefits of using a local appearance-based face recognition scheme against the problem of facial occlusion. We proposed two separate automatic block selection approaches to select the local image blocks that could be used for classification. Proposed approaches are tested against both upper and lower facial occlusions using the AR face database. Significant improvements are observed in the face recognition performance.
AB - In this paper we investigate the benefits of using a local appearance-based face recognition scheme against the problem of facial occlusion. We proposed two separate automatic block selection approaches to select the local image blocks that could be used for classification. Proposed approaches are tested against both upper and lower facial occlusions using the AR face database. Significant improvements are observed in the face recognition performance.
UR - https://www.scopus.com/pages/publications/33845542149
U2 - 10.1109/CVPRW.2006.46
DO - 10.1109/CVPRW.2006.46
M3 - Conference contribution
AN - SCOPUS:33845542149
SN - 0769526462
SN - 9780769526461
T3 - Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
BT - 2006 Conference on Computer Vision and Pattern Recognition Workshop
T2 - 2006 Conference on Computer Vision and Pattern Recognition Workshops
Y2 - 17 June 2006 through 22 June 2006
ER -