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视觉传达下工业产品包装色彩仿生特征提取系统
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  • 英文篇名:Color biomimetic feature extraction system for industrial product packaging under visual transmission
  • 作者:梁文峻 ; 梁文思
  • 英文作者:LIANG Wenjun;LIANG Wensi;Guangzhou College of South China University of Technology;
  • 关键词:视觉传达 ; 工业产品包装 ; 特征提取系统 ; 三维仿生信息 ; 分块特征量 ; 色彩仿生特征
  • 英文关键词:visual transmission;;industrial product packaging;;feature extraction system;;3D biomimetic information;;block feature quantity;;color biomimetic feature
  • 中文刊名:XDDJ
  • 英文刊名:Modern Electronics Technique
  • 机构:华南理工大学广州学院;
  • 出版日期:2019-06-15
  • 出版单位:现代电子技术
  • 年:2019
  • 期:v.42;No.539
  • 基金:国家自然科学基金(71501077)~~
  • 语种:中文;
  • 页:XDDJ201912041
  • 页数:4
  • CN:12
  • ISSN:61-1224/TN
  • 分类号:180-183
摘要
为了提高对工业产品包装色彩的设计和分析能力,构建视觉传达下工业产品包装色彩仿生特征提取系统,提出一种基于分块特征匹配和边缘轮廓检测的视觉传达下工业产品包装色彩仿生特征提取算法。采用稀疏散乱点三维重建方法进行工业产品包装色彩融合和三维仿生信息融合,采用分块特征匹配方法实现工业产品包装色彩仿生图像的视觉增强处理,提取工业产品包装色彩仿生特征的分块特征量,采用图像块的稀疏表示方法实现工业产品包装色彩仿生特征提取。在嵌入式的DSP环境下进行工业产品包装色彩仿生特征提取系统设计,系统包括设备驱动层、I/O接口层以及校验层,采用RS 485总线监测技术实现包装色彩仿生特征提取系统的通信协议设计和硬件交换控制。测试结果表明,该系统能有效实现包装色彩仿生特征提取系统的特征提取和视觉传达,系统可靠稳定。
        A color biomimetic feature extraction algorithm based on block feature matching and edge contour detection is proposed for industrial product packaging under visual transmission,so as to improve the color design and analysis abilities of industrial product packaging,and construct the color biomimetic feature extraction system of industrial product packaging under visual transmission. The sparse scattered point 3D reconstruction method is used for color fusion and 3D biomimetic information fusion of industrial product packaging. The block feature matching method is used to realize visual enhancement processing of color biomimetic images for industrial product packaging,so as to extract the block feature quantities of color biomimetic features for industrial product packaging. The sparse representation method of image blocks is used to realize color biomimetic feature extraction of industrial product packaging. The color biomimetic feature extraction system for industrial product packaging is designed under the embedded DSP environment. The system includes the device driver layer,I/O interface layer and verification layer.The communication protocol design and hardware exchange control of the packaging color biomimetic feature extraction system are realized by using the RS485 bus monitoring technology. The test results show that the system can effectively realize feature extraction and visual transmission of the packaging color biomimetic feature extraction system,which is reliable and stable.
引文
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