Title :
Research on Wavelet Analysis in Target Detection Based on Bionic Vision Model
Author :
He, Bin ; Yu, Peng
Author_Institution :
Electron. & Inf. Eng. Coll., Tongji Univ., Shanghai
Abstract :
HVS (Human vision system) has the advantages in multi-resolution, target tracking, rapid feature extraction. In this paper, we analyze vision projection model and contrast sensitivity function of the human vision first, then analyze and compare the biological characteristics of human vision and the characteristics of the wavelet algorithm. And we design the method to build the bionic vision system. Through the research on improvement of wavelet algorithm realize the target image edge detection. We choose running ants as our target, and catch different images of its different states for the image tracking, to simulate the human vision function. To lay a foundation for the further development of the bionic vision system based on wavelet algorithm, also to presents a new way of thinking.
Keywords :
biocybernetics; edge detection; feature extraction; image resolution; target tracking; vision; wavelet transforms; ant image processing; bionic vision model; contrast sensitivity function; human vision biological characteristics; human vision function simulation; rapid feature extraction; target image edge detection; target tracking; vision projection model; wavelet algorithm characteristics; wavelet analysis; Algorithm design and analysis; Biological system modeling; Design methodology; Feature extraction; Humans; Image edge detection; Machine vision; Object detection; Target tracking; Wavelet analysis;
Conference_Titel :
Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1747-6
Electronic_ISBN :
978-1-4244-1748-3
DOI :
10.1109/ICBBE.2008.961