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Volume 23 Issue 12
Dec.  2001
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Liu Xinchun, Zhou Jianyu, Zou Mouyan. VIDEO OBJECT SEGMENTATION FOR CONTENT-BASED VIDEO CODING[J]. Journal of Electronics & Information Technology, 2001, 23(12): 1434-1437.
Citation: Liu Xinchun, Zhou Jianyu, Zou Mouyan. VIDEO OBJECT SEGMENTATION FOR CONTENT-BASED VIDEO CODING[J]. Journal of Electronics & Information Technology, 2001, 23(12): 1434-1437.

VIDEO OBJECT SEGMENTATION FOR CONTENT-BASED VIDEO CODING

  • Received Date: 2000-01-28
  • Rev Recd Date: 2000-10-12
  • Publish Date: 2001-12-19
  • This paper deals with automatic object segmentation method for object-oriented video encoding. Since methods of mathematical morphology are capable of detecting geometrical features such as size, contrast, or connectivity which are important to image segmentation. Intra-frame segmentation is in first step performed using morphological tools. After obtaining different areas in intra-frame segmentation step, a few video object areas can be merged according to their motion parameters. Finally, a new technique for the detection of motion of a local area is proposed. A two-dimensional binary model can be obtained from the object of interest. By introducing a refinement step, the border pixels can be categorized into one of the neighboring objects so as to achieve a minimum predictive error that computed from its model parameters. Experimental results demonstrate a successful segmentation of objects located in a still or moving background.
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  • MPEG Video Group, MPEG-4 video verification model version 10.1,ISO/IECJTC1/SC29/WG11/W3464, Tokyo Meeting, March 1998. [2]P. Anandan, A computational framework and an algorithm for the measurement of visual motion,Int. J. Computer Vision, 1989, 2(2), 283-310.[2]J.M. Odobez, P. Bouthemy, Robust multiresolution estimation of parametric motion models,Journal of Visual Comm. and Image Represent., 1995, 6(3), 348-365.[3]J.G. Choi, S. W. Lee, S. D. Kim, Spatio-temporal video segmentation using a joint similarity measure, IEEE Trans on Circuits and Systems For Video Technology, 1997, CAS VT-7(2), 279-286.[4]G.D. Borshukov, et al., Motion segmentation by multistage affine classification, IEEE Trans. on Image Processing, 1997, IP-6(10), 1591-1594.[5]P. Salembier. A. Oliveras. L. Garrido, Antiextensive connected operators for image and sequence processing, IEEE Trans. on Image Processing, 1998, IP-7(4), 555-570.[6]T. Meier, K. N. Ngan, Segmentation and tracking of moving objects for content-based video coding, IEE Proc-F, 1999, 146(3), 144-150.[7]P. Salembier, M. Pardas, Hierarchical morphological segmentation for image sequence coding,IEEE Trans. on Image Processing, 1994, IP-3(5), 629-651.
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