In this chapter, I describe a new color-based unsupervised video segmentation algorithm with a reduced complexity in both spatial and temporal domains. The block diagram of the proposed algorithm is given in Fig. 3.1. An overview of each component in the block diagram is given below. More detailed descriptions will be presented in the following subsections.
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