Title :
Moving object detection and identification from MPEG coded data
Author :
Yoneyama, A. ; Nakajima, Yoshiki ; Yanagihara, Hideto ; Sugano, M.
Author_Institution :
Internet Appl. Group, KDD Kamifukuoka R&D Labs., Saitama, Japan
Abstract :
Moving object detection is a useful tool for such purposes as intelligent video browsing/analysis and video surveillance systems. Previously several algorithms have been reported on moving object detection from compressed video data. However, in these algorithms, flat regions are often falsely detected. In addition if multiple moving objects are involved, each moving object may not be identified and therefore object tracking becomes very difficult. We describe a fast moving detection and identification method from MPEG coded data. The experimental results show that each moving object is successfully identified for several surveillance sequences.
Keywords :
code standards; data compression; discrete cosine transforms; identification; image motion analysis; image sequences; object detection; surveillance; telecommunication standards; tracking; transform coding; video coding; DCT coefficients; MPEG coded data; MPEG standards; algorithms; compressed video data; experimental results; fast identification method; fast motion detection method; intelligent video browsing/analysis; moving object detection; moving object identification; multiple moving objects; object tracking; surveillance sequences; video surveillance systems; Decoding; Discrete cosine transforms; Image motion analysis; Motion analysis; Motion detection; Object detection; Satellite broadcasting; Surveillance; Transform coding; Video compression;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.823035