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Modified Multi-Resolution Telescopic Search Algorithm for Block-Matching Motion Estimation

Modified Multi-Resolution Telescopic Search Algorithm for Block-Matching Motion Estimation
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摘要 This paper presents a modified multi-resolution telescopic search algorithm (MRTlcSA) for the block-matching motion estimation. A novel inverse telescopic search is substituted for the conventional telescopic search, that reduces the on-chip memory size and memory bandwidth for VLSI implementation. In addition, strategies of motion track and adaptive search window are applied to reduce the computational complexity of motion estimation. Simulation results show that, compared with the MRTleSA, the proposed algorithm reduces the computational load to only 30% while preserving almost the same image quality. Comparisons on hardware cost and power consumption of the VLSI implementations using the two algorithms are also presented in the paper. This paper presents a modified multi-resolution telescopic search algorithm (MRTlcSA) for the block-matching motion estimation. A novel inverse telescopic search is substituted for the conventional telescopic search, that reduces the on-chip memory size and memory bandwidth for VLSI implementation. In addition, strategies of motion track and adaptive search window are applied to reduce the computational complexity of motion estimation. Simulation results show that, compared with the MRTleSA, the proposed algorithm reduces the computational load to only 30% while preserving almost the same image quality. Comparisons on hardware cost and power consumption of the VLSI implementations using the two algorithms are also presented in the paper.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2001年第3期90-96,共7页 系统工程与电子技术(英文版)
关键词 ALGORITHMS BANDWIDTH Computational complexity Computer simulation Image quality Microprocessor chips Optical resolving power Optical telescopes Pattern matching VLSI circuits Algorithms Bandwidth Computational complexity Computer simulation Image quality Microprocessor chips Optical resolving power Optical telescopes Pattern matching VLSI circuits
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参考文献3

  • 1Kondo Toshio.Two-Chip MPEG2 Video Encoder[].IEEE Micro Magazine.1996
  • 2Matsuda K.A New Motion Compensation Coding Scheme for Video Conferences[].IEEE Int Communications Conf.1984
  • 3Ikeda M.SuperEnc: MPEG2 Video Encoder Chip[].IEEE Micro Magazine.1999

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