北京师范大学信息科学与技术学院,北京,100875
纸质出版:2007
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黎洪松, 许保华. 一种用于视频对象编码的运动模式识别算法[J]. 电子学报, 2007,35(12):2324-2328.
LI Hong-song, XU Bao-hua. A Motion Recognition Algorithm for Object-Based Video Coding[J]. Acta Electronica Sinica, 2007, 35(12): 2324-2328.
针对目前视频编码中广泛采用的块匹配运动估计补偿(ME+MC)算法的不足
提出一种基于自组织映射(SOM)的运动模式识别(MPR)算法
并将其应用于会议电视的视频对象编码中.为了改善SOM算法的性能
提出一种频率敏感的自组织映射算法(FSOM).实验表明
与ME+MC算法相比
FSOM-MPR算法具有更好的预测编码性能.对Claire视频测试序列
当压缩比为170∶1时
重建视频图像的平均峰值信噪比(PSNR)有2.7dB的改善.
To improve the interframe prediction capability of motion estimation and motion complement (ME+MC) in video coding
a motion pattern recognition (MPR) algorithm based on self-organizing feature maps (SOM) was proposed
and it was tested in object-based conference video coding.The frequency sensitive self-organizing feature maps (FSOM) algorithm was also proposed to overcome the disadvantages of SOM algorithm.Experimental results show that FSOM-MPR algorithm has better coding performances than ME+MC algorithm.When the compression ratio is 170:1
the improvement of PSNR is about 2.7dB using Claire conference video sequence.
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