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调色板编码中双向预测的索引值优化分配*
引用本文:宋传鸣,陈规胜,何兴,傅博,王相海.调色板编码中双向预测的索引值优化分配*[J].模式识别与人工智能,2017,30(5):385-393.
作者姓名:宋传鸣  陈规胜  何兴  傅博  王相海
作者单位:1. 辽宁师范大学 计算机与信息技术学院 大连 116081
2. 大连理工大学 计算机科学与技术学院 大连 116024
3.吉林大学 计算机科学与技术学院 长春 130012
基金项目:国家自然科学基金项目(No.41671439,61402214,41271422)、高等学校博士学科点专项科研基金项目(No.20132136110002)、辽宁省教育厅科学研究一般项目(No.L201683681,L2015285)、大连市青年科技之星项目支持计划项目(No.2015R069)资助
摘    要:调色板编码中关于索引值分配对索引图编码效率的影响研究较少.因此文中提出索引值优化分配算法,利用索引图生成过程及其预测过程的双向反馈,通过正向、反向预测反馈和联合概率最大化优化索引值分配,更容易准确预测生成的索引图,提高调色板编码的效率.实验表明,相比多级预测算法,文中算法可以提高局部方向相关性预测算法的预测准确率.

关 键 词:图像编码    屏幕内容编码    调色板编码    索引值分配    方向预测  
收稿时间:2016-11-04

Optimized Index Assignment with Bi-directional Prediction in Palette Coding
SONG Chuanming,CHEN Guisheng,HE Xing,FU Bo,WANG Xianghai.Optimized Index Assignment with Bi-directional Prediction in Palette Coding[J].Pattern Recognition and Artificial Intelligence,2017,30(5):385-393.
Authors:SONG Chuanming  CHEN Guisheng  HE Xing  FU Bo  WANG Xianghai
Affiliation:1.School of Computer and Information Technology, Liaoning Normal University, Dalian 116081
2. School of Computer Science and Technology, Dalian University of Technology, Dalian 116024
3. College of Computer Science and Technology, Jilin University, Changchun 130012
Abstract:In palette coding, the research on influence of index assignment on the coding efficiency of index map is insufficient. An optimized index assignment algorithm is proposed in this paper. With the bidirectional feedback between the index map generation and prediction, the index assignment is optimized by forward prediction, backward prediction and joint probability maximization. Thus, it is easier to predict index map accurately, and the efficiency of palette coding is improved. Experimental results show that the proposed algorithm increases the prediction accuracy of the local directional prediction algorithm compared with the multi-stage prediction algorithm.
Keywords:Image Coding  Screen Content Coding  Palette Coding  Index Assignment  Directional Prediction  
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