Automatic video segmentation for MPEG-4 using predictive watershed
Shao‐Yi Chien, Yu‐Wen Huang, Shyh-Yih Ma, Liang‐Gee Chen · 2001
A fast watershed based video segmentation algorithm is proposed in this paper. Watershed based video segmentation algorithms are the mainstream because of high subjective quality; however, they are too computational intensive for real-time applications. Combining prior fast segmentation algorithm, which is based on change detection and background registration, and predictive watershed, a novel fast watershed algorithm for image sequences segmentation, this algorithm can give precise segmentation results and achieve real-time requirement. Simulation shows processing speed of 9.4 QCIF fps can be achieved on a PC with a Pentium-III 800 MHz processor.