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An Improved Image Re-indexing Technique by Self Organizing Motor Maps

机译：自组织运动图的改进图像重新索引技术

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摘要

The paper presents a novel Motor Map neural network for re-indexing color mapped images. The overall learning process is able to smooth the local spatial redundancy of the indexes of the input image. Differently than before, the proposed optimization process is specifically devoted to re-organize the matrix of differences of the indexes computed according to some predefined patterns. Experimental results show that the proposed approach achieves good performances both in terms of compression ratio and zero order entropy of local differences. Also its computational complexity is competitive with previous works in the field.

机译：本文提出了一种新颖的Motor Map神经网络，用于重新索引彩色映射的图像。整个学习过程能够平滑输入图像索引的局部空间冗余。与以前不同，建议的优化过程专门用于重新组织根据某些预定义模式计算的指标差异矩阵。实验结果表明，该方法在压缩比和局部差异的零阶熵方面均取得了良好的性能。而且其计算复杂度与该领域的先前工作相比具有竞争力。

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来源
《Computational color imaging》|2009年|62-70|共9页
会议地点 Saint-Etienne(FR);Saint-Etienne(FR)
作者
Sebastiano Battiato; Francesco Rundo; Filippo Stanco;
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作者单位

Dipartimento di Matematica e Informatica,University of Catania, Yiale A. Doria, 6, 95125 Catania, Italy;

rnDipartimento di Matematica e Informatica,University of Catania, Yiale A. Doria, 6, 95125 Catania, Italy;

rnDipartimento di Matematica e Informatica,University of Catania, Yiale A. Doria, 6, 95125 Catania, Italy;

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原文格式 PDF
正文语种 eng
中图分类信息处理（信息加工）;
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专利

1. Self Organizing Motor Maps for Color-Mapped Image Re-Indexing [J] . Battiato S., Rundo F., Stanco F. IEEE Transactions on Image Processing . 2007,第12期

机译：自组织运动图，用于色彩映射的图像重新索引
2. Data Mining with Combined Use of Optimization Techniques and Self-Organizing Maps for Improving Risk Grouping Rules: Application to Prostate Cancer Patients [J] . LEONID CHURILOV, ADYL BAGIROV, DANIEL SCHWARTZ, Journal of management information systems . 2005,第4期

机译：结合优化技术和自组织图的数据挖掘以改善风险分组规则：在前列腺癌患者中的应用
3. An Improved Wrapper Generation Using Self Organizing Maps and Meta Heuristic Technique for Web Based Biomedical Data Mining [J] . Veeramani T., Nedunchelian R. Journal of Medical Imaging and Health Informatics . 2016,第7期

机译：基于网络的生物医学数据挖掘的自组织映射和元启发式技术的改进包装器生成
4. An Improved Image Re-indexing Technique by Self Organizing Motor Maps [C] . Sebastiano Battiato, Francesco Rundo, Filippo Stanco Computational Color Imaging Workshop . 2009

机译：自组织电机贴图改进的图像重新索引技术
5. MICROCOMPUTER TECHNIQUES FOR THE CREATION AND ANALYSIS OF 7 1/2' IMAGE MAP FROM LANDSAT MSS, RBV, AND THEMATIC MAPPER IMAGES. (VOLUMES I AND II) (GEOGRAPHIC INFORMATION SYSTEM, PROCESSING, AGRICULTURAL MANAGEMENT, NATURAL RESOURCES). [D] . YANG, YOUNG KYU. 1985

机译：用于从LandSAT MSS，RBV和主题映射器图像中创建和分析7 1/2'图像图的微计算机技术。（第一和第二卷）（地理信息系统，处理，农业管理，自然资源）。
6. Combining self-organizing mapping and supervised affinity propagation clustering approach to investigate functional brain networks involved in motor imagery and execution with fMRI measurements [O] . Jiang Zhang, Qi Liu, Huafu Chen, 2015

机译：结合自组织映射和监督的亲和力传播聚类方法来研究参与运动成像和功能磁共振成像测量的功能性大脑网络
7. An Improved Image Re-Indexing Technique by Self Organizing Motor Maps [O] . Sebastiano Battiato, Francesco Rundo 2012

机译：一种改进的自组织电机映射图像重新索引技术

An Improved Image Re-indexing Technique by Self Organizing Motor Maps

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