A novel Algorithm for Image Compression and Pattern Matching

被引：0
作者：
Shamna, P. [1 ]
Tripti, C. [1 ]
Augustine, Paul [1 ]
机构：
[1] Rajagiri Sch Engn & Technol, Dept Comp Sci, Kochi 39, Kerala, India
来源：
2013 THIRD INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING AND COMMUNICATIONS (ICACC 2013) | 2013年
关键词：
Image Processing; Image Compression; Pattern Matching; Encryption;
D O I：
10.1109/ICACC.2013.52
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The development in communication and use of multimedia applications has created a remarkable demand for robust ways to store and transmit large databases of images. The current communication system demands compression techniques to store and transmit data in an apposite manner. Compression schemes for images can be used to manage data of high sensitivity with less computational complexity. In this paper we suggest a novel algorithm for image compression and pattern matching called Difference Component Analysis (DCA). DCA extract the most relevant image feature components that identify the image. The DCA is based on the premise that matching images have minimal difference components. The experiment on DCA is done using more than 1000 human face images. The results show that the image can be compressed to a single decimal value and uses less computational steps. The concept can be applied for pattern recognition encryption techniques.
引用
收藏
页码：224 / 227
页数：4
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