Title :
Adaptive motion vector resampling for compressed video down-scaling
Author :
Shen, Bo ; Sethi, Ishwar K. ; Bhaskaran, Vasudev
Author_Institution :
Dept. of Comput. Sci., Wayne State Univ., Detroit, MI, USA
Abstract :
Digital video is becoming widely available only in the compressed form. In applications such as video browsing or picture-in-picture or transcoding for a lower bit rate, there is a need to downscale the video before transmission. In such instances, the conventional approach of generating a downscaled video bitstream at the video server is to first decompress the video, perform the downscaling operation in the pixel domain and then recompress it for efficient delivery. This process is computationally expensive due to the motion-estimation process needed during the recompression phase. We propose an alternative compressed domain based approach that computes the motion vectors for the downscaled (N/2×N/2) video sequence directly from the original motion vectors residing in the N×N video sequence. Furthermore, the downscaling of the DCT information is also done in the DCT domain. The proposed approach can lead to significant computational savings compared to the conventional spatial domain approach
Keywords :
adaptive signal processing; data compression; discrete cosine transforms; image sampling; image sequences; motion compensation; motion estimation; transform coding; video coding; DCT domain; adaptive motion vector resampling; bit rate; compressed domain based approach; compressed video down-scaling; computational savings; digital video; downscaled video bitstream; downscaled video sequence; motion compensated video; motion estimation; motion vectors; picture-in-picture; pixel domain; spatial domain approach; transcoding; video browsing; video decompression; video recompression; video server; Application software; Bit rate; Computer science; Discrete cosine transforms; Motion estimation; Neural networks; Transcoding; Transform coding; Video compression; Video sequences;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.648076