TY - GEN
T1 - A simple and efficient video image clustering algorithm for person specific query and image retrieval
AU - Hossain, Md Shafaeat
AU - Rahman, Khandaker A.
AU - Hasanuzzaman, Md
AU - Phoha, Vir V.
PY - 2009
Y1 - 2009
N2 - Video image clustering is the backbone of person specific query and image retrieval from a video sequence. This paper presents a video image clustering algorithm based on the human face. Clustering in different video streams has been achieved in unsupervised manner where no prior knowledge about the input video clip is required. For face detection, multi-resolution based template matching and skin color segmentation strategies have been employed. In order to evaluate the performance of the proposed method, 11 video clips of various durations were used. Experimental results demonstrate that the performance of the method with respect to precision and recall rate are quite satisfactory and in worst case video image sequences the figures are about 83% and 79%, respectively.
AB - Video image clustering is the backbone of person specific query and image retrieval from a video sequence. This paper presents a video image clustering algorithm based on the human face. Clustering in different video streams has been achieved in unsupervised manner where no prior knowledge about the input video clip is required. For face detection, multi-resolution based template matching and skin color segmentation strategies have been employed. In order to evaluate the performance of the proposed method, 11 video clips of various durations were used. Experimental results demonstrate that the performance of the method with respect to precision and recall rate are quite satisfactory and in worst case video image sequences the figures are about 83% and 79%, respectively.
KW - Face detection
KW - Mean to face image distance
KW - Multi-resolution template
KW - Skin area segmentation
KW - Video image clustering
UR - http://www.scopus.com/inward/record.url?scp=77951529902&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77951529902&partnerID=8YFLogxK
U2 - 10.1145/1734605.1734628
DO - 10.1145/1734605.1734628
M3 - Conference contribution
AN - SCOPUS:77951529902
SN - 9781605588407
T3 - 1st International Conference on Internet Multimedia Computing and Service, ICIMCS 2009
SP - 85
EP - 89
BT - 1st International Conference on Internet Multimedia Computing and Service, ICIMCS 2009
T2 - 1st International Conference on Internet Multimedia Computing and Service, ICIMCS 2009
Y2 - 23 November 2009 through 25 November 2009
ER -