Title :
Multi-view mosaic algorithm of path analysis by multiple cameras
Author :
Hua Han ; Na Deng ; Yiyuan Fang ; Yifan Hu
Author_Institution :
Coll. of Electron. & Electr. Eng., Shanghai Univ. of Eng. Sci., Shanghai, China
Abstract :
In this paper, we first intruded the scale invariant feature transform(SIFT) and Random Sample Consensus (RANSAC) algorithms, and then we applied the SIFT algorithm based on RANSAC to wide area target tracking by multi-camera, and the experiment proved that the algorithm perform very well in this situation. It gives more intuitive results, which is better than signal view. So it is very beneficial to wide area tracking and path analysis.
Keywords :
image segmentation; image sensors; object tracking; transforms; RANSAC; SIFT; multiple cameras; multiview mosaic algorithm; path analysis; random sample consensus algorithms; scale invariant feature transform; wide area target tracking; Algorithm design and analysis; Cameras; Computer vision; Educational institutions; Feature extraction; Target tracking; Vectors; Multi-view mosaic; Path analysis; RANSAC; SIFT;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
DOI :
10.1109/WCICA.2014.7053686
