In this paper, we propose a coherent framework for joint key-frame extraction and object-based video segmentation. Conventional key-frame extraction and object segmentation are usually implemented independently and separately due to the fact that they are on different semantic levels. This ignores the inherent relationship between key-frames and objects. The proposed method extracts a small number of key-frames within a shot so that the divergence between video objects in a feature space can be maximized, supporting robust and efficient object segmentation. This method can utilize advantages of both temporal and object-based video segmentations, and be helpful to build a unified framework for content-based analysis and structured video representation. Theoretical analysis and simulation results on both synthetic and real video sequences manifest the efficiency and robustness of the proposed method.


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    Title :

    Joint Key-Frame Extraction and Object-Based Video Segmentation


    Contributors:


    Publication date :

    2005-01-01


    Size :

    329346 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



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