首页 | 本学科首页   官方微博 | 高级检索  
     检索      


The application of improved block-matching method and block search method for the image motion estimation
Authors:Fei Yu  Mei Hui  Wei Han  Peng Wang  Li-quan Dong  Yue-jin Zhao
Institution:
  • Dept of Optical Engineering 411, School of Optoelectronic, Beijing Institute of Technology, 5 S Zhongguancun St, Haidian District Beijing 100081, PR China
  • Abstract:Image block matching is one of the motion estimation methods for video inter-frame coding and digital image stabilization. The methods used for matching and searching will greatly affect the accuracy and speed of block matching. The block matching method based on the oblique vectors is suggested in this paper where matching parameters contain both horizontal and vertical vectors in the image blocks at the same time. Improved matching information can be obtained after making correlative calculations in the oblique direction. A novel search method of matching block based on the idea of simulated annealing is presented in this paper to improve the searching speed, accuracy and robustness in the fast operation of the block-matching motion estimation. The simulated annealing algorithm can easily escape from the trap of local minima effectively. With the two methods the block matching can be used for motion estimation at the real-time image processing system and high estimation accuracy can be achieved. An image stabilization system based on DSP (Digital Signal Processing) system is developed to verify this algorithm. Results show that both the matching accuracy and the search speed are improved with the methods presented.
    Keywords:Image processing  Motion estimation  Block matching  Search method  Stimulated annealing
    本文献已被 ScienceDirect 等数据库收录!
    设为首页 | 免责声明 | 关于勤云 | 加入收藏

    Copyright©北京勤云科技发展有限公司  京ICP备09084417号