A Survey of Video Parsing and Image Indexing Techniques in Compressed Domain
نویسندگان
چکیده
Compressed Domain C. W. Ngo, T. C. Pong & R. T. Chin Department of Computer Science The Hong Kong University of Science & Technology Clear Water Bay, Kowloon, Hong Kong fcwngo, tcpong, [email protected] Abstract| With the wide spread use of WWW, digital libraries are expected to handle more visual information in the future. Furthermore, most of the data are represented in compressed formats due to the limitations of time and space. As a result, most techniques have been developed to index visual features directly in the compressed domain. These techniques omit the decompression process and, in addition, reduce processing time since relatively small amount of data are analyzed. In this paper, we mainly review recent parsing and indexing techniques operated in the compressed domain. Related issues include image feature extraction, video segmentation, and video modeling.
منابع مشابه
Compressed Domain Scene Change Detection Based on Transform Units Distribution in High Efficiency Video Coding Standard
Scene change detection plays an important role in a number of video applications, including video indexing, searching, browsing, semantic features extraction, and, in general, pre-processing and post-processing operations. Several scene change detection methods have been proposed in different coding standards. Most of them use fixed thresholds for the similarity metrics to determine if there wa...
متن کاملSPIE Conference on Multimedia Storage and Archiving Systems
Fast and eecient storage, indexing, browsing, and retrieval of video is a necessity for the development of various multimedia database applications. This can be achieved by analyzing the video directly in the compressed domain, thereby avoiding the overhead of decompressing video into individual frames in the pixel domain. Our compressed domain parsing of video performs shot change detection an...
متن کاملCompressed-Domain Video Indexing Techniques Using DCT and Motion Vector Information in MPEG Video
Development of various multimedia applications hinges on the availability of fast and eecient storage, browsing , indexing, and retrieval techniques. Given that video is typically stored eeciently in a compressed format, if we can analyze the compressed representation directly, we can avoid the costly overhead of decompressing and operating at the pixel level. Compressed domain parsing of video...
متن کاملProceedings of Spie -conference on Storage and Retrieval for Image and Video Databases V, Volume 3022, Pages Compressed Domain Video Indexing Techniques Using Dct and Motion Vector Information in Mpeg Video
Development of various multimedia applications hinges on the availability of fast and eecient storage, browsing , indexing, and retrieval techniques. Given that video is typically stored eeciently in a compressed format, if we can analyze the compressed representation directly, we can avoid the costly overhead of decompressing and operating at the pixel level. Compressed domain parsing of video...
متن کاملArchiving, Indexing, and Retrieval of Video in the Compressed Domain
Fast and eecient storage, indexing, browsing, and retrieval of video is a necessity for the development of various multimedia database applications. This can be achieved by analyzing the video directly in the compressed domain, thereby avoiding the overhead of decompressing video into individual frames in the pixel domain. Our compressed domain parsing of video performs shot change detection an...
متن کامل