DocumentCode :
2727254
Title :
DSP based image processing for retinal prosthesis
Author :
Parikh, Neha J. ; Weiland, James D. ; Humayun, Mark S. ; Shah, Saloni S. ; Mohile, Gaurav S.
Author_Institution :
Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Volume :
1
fYear :
2004
fDate :
1-5 Sept. 2004
Firstpage :
1475
Lastpage :
1478
Abstract :
The real-time image processing in retinal prosthesis consists of the implementation of various image processing algorithms like edge detection, edge enhancement, decimation etc. The algorithmic computations in real-time may have high level of computational complexity and hence the use of digital signal processors (DSPs) for the implementation of such algorithms is proposed here. This application desires that the DSPs be highly computationally efficient while working on low power. DSPs have computational capabilities of hundreds of millions of instructions per second (MIPS) or millions of floating point operations per second (MFLOPS) along with certain processor configurations having low power. The various image processing algorithms, the DSP requirements and capabilities of different platforms would be discussed in this paper.
Keywords :
biomedical optical imaging; computational complexity; edge detection; eye; image enhancement; medical image processing; prosthetics; DSP based image processing; MFLOPS; MIPS; camera; computational complexity; decimation algorithm; digital signal processors; edge detection algorithm; edge enhancement algorithm; real-time image processing algorithms; retinal prosthesis; Computational complexity; Digital signal processing; Electrodes; Filtering algorithms; Image edge detection; Image processing; Low pass filters; Prosthetics; Retina; Signal processing algorithms; DSP; Real-time Image Processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
Type :
conf
DOI :
10.1109/IEMBS.2004.1403454
Filename :
1403454
Link To Document :
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