Title :
Towards key frame extraction in compressed domain
Author :
Hashimah, Puteri Nor ; Jiang, Jianmin
Abstract :
Following the launch of MPEG-7 towards content description and interoperability, we propose our design in directly extracting MPEG-7 dominant colour descriptors from MPEG compressed videos, which will provide useful tools for MPEG-7 applications to those compressed videos, where no metadata is available. By examining those dominant colour components extracted in I-frames, we further describe our design to extract key frames from those compressed MPEG videos, which enables fast search and browsing of the compressed video content without involving full decompression/IDCT. Experimental results delivered support our design, which are also included in this paper.
Keywords :
code standards; discrete cosine transforms; entropy codes; image sequences; transform coding; video coding; MPEG compressed videos; MPEG-7; algorithm design; compressed domain; compressed video management; content description; dominant colour descriptors; entropy decoding; interoperability; key frame extraction; quantized DCT; video sequences; Algorithm design and analysis; Color; Data mining; Discrete cosine transforms; Histograms; Indexing; Layout; MPEG 7 Standard; Transform coding; Video sequences;
Conference_Titel :
Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International Conference on
Print_ISBN :
0-7803-8163-7
DOI :
10.1109/ICECS.2003.1301860