Title :
Spatial-temporal algorithm for moving objects detection in infrared video sequences
Author :
Pokrajac, Dragoljub ; Zeljkovic, Vesna ; Latecki, Longin Jan
Author_Institution :
Dept. of CIS, Delaware State Univ., Newark, DE, USA
Abstract :
Performance of moving objects detection algorithm based on spatiotemporal blocks on infrared videos is discussed. The algorithm decomposes spatiotemporal blocks using dimensionality reduction technique to obtain a compact vector representation of each block and to suppress the influence of noise. The proposed method is evaluated on monochrome and multispectral DR videos.
Keywords :
image denoising; image motion analysis; image sequences; infrared imaging; object detection; video signal processing; compact vector representation; dimensionality reduction technique; infrared video sequences; moving objects detection algorithm; noise suppression; spatial-temporal algorithm; spatiotemporal blocks decomposition; Infrared detectors; Object detection; Video sequences; Infrared videos; Motion detection; Video surveillance;
Conference_Titel :
Telecommunications in Modern Satellite, Cable and Broadcasting Services, 2005. 7th International Conference on
Print_ISBN :
0-7803-9164-0
DOI :
10.1109/TELSKS.2005.1572087
