TY - GEN
T1 - A novel video shot detection technique using color anglogram and latent semantic indexing
AU - Zhao, Rong
AU - Grosky, W. I.
N1 - Publisher Copyright:
© 2002 IEEE.
PY - 2003
Y1 - 2003
N2 - In this paper, we present the results of our work that seeks to negotiate the gap between low-level features and highlevel concepts in the domain of video shot detection. We introduce a novel technique for spatial color indexing, color anglogram, which is invariant to rotation, scaling, and translation. This work also concerns a dimension reduction technique, latent semantic indexing (LSI), which has been used for textual information retrieval for many years. In this paper, we examine the use of these techniques for video shot detection, hoping to uncover the semantic correlation between video frames. Experimental results show that LSI, together with color anglogram, is able to extract the underlying semantic structure of video contents, thus helping to improve the shot detection performance.
AB - In this paper, we present the results of our work that seeks to negotiate the gap between low-level features and highlevel concepts in the domain of video shot detection. We introduce a novel technique for spatial color indexing, color anglogram, which is invariant to rotation, scaling, and translation. This work also concerns a dimension reduction technique, latent semantic indexing (LSI), which has been used for textual information retrieval for many years. In this paper, we examine the use of these techniques for video shot detection, hoping to uncover the semantic correlation between video frames. Experimental results show that LSI, together with color anglogram, is able to extract the underlying semantic structure of video contents, thus helping to improve the shot detection performance.
KW - Computer science
KW - Content based retrieval
KW - Data mining
KW - Data security
KW - Gunshot detection systems
KW - Indexing
KW - Information retrieval
KW - Large scale integration
KW - Software libraries
KW - Videoconference
UR - https://www.scopus.com/pages/publications/35048897694
U2 - 10.1109/ICDCSW.2003.1203611
DO - 10.1109/ICDCSW.2003.1203611
M3 - Conference contribution
AN - SCOPUS:35048897694
T3 - Proceedings - 23rd International Conference on Distributed Computing Systems Workshops, ICDCSW 2003
SP - 550
EP - 555
BT - Proceedings - 23rd International Conference on Distributed Computing Systems Workshops, ICDCSW 2003
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 23rd International Conference on Distributed Computing Systems Workshops, ICDCSW 2003
Y2 - 19 May 2003 through 22 May 2003
ER -