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Multi-resolution motion estimation and compensation based on adjacent prediction of frame difference in wavelet domain
Authors:Guowei Tang  Guochang Gu
Institution:1. College of Computer and Information Technology,Daqing Petroleum Institute,Daqing 163318,China;College of Computer Science and Technology,Harbin Engineering University,Harbin 150001,China
2. College of Computer Science and Technology,Harbin Engineering University,Harbin 150001,China
Abstract:Aiming at the higher bit-rate occupation of motion vector encoding and more time load of full-searching strategies,a multi-resolution motion estimation and compensation algorithm based on adjacent prediction of frame difference was proposed.Differential motion detection was employed to image sequences and proper threshold was adopted to identify the connected region.Then the motion region was extracted to carry out motion estimation and motion compensation on it.The experiment results show that the encoding efficiency of motion vector is promoted,the complexity of motion es timation is reduced and the quality of the reconstruction image at the same bit-rate as Multi-Reso lution Motion Estimation (MRME) is improved.
Keywords:Wavelet transforms  Motion estimation  Motion compensation  Multi-resolution analysis  Video coding
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