DocumentCode :
252273
Title :
A retina-inspired robust on-focal-plane multi-band edge-detection scheme for CMOS image sensors
Author :
Katic, Nikola ; Schmid, A. ; Leblebici, Yusuf
Author_Institution :
Swiss Fed. Inst. of Technol. (EPFL), Lausanne, Switzerland
fYear :
2014
fDate :
3-6 Aug. 2014
Firstpage :
683
Lastpage :
686
Abstract :
An edge-detection scheme suitable for machine vision and digital motion detection applications is presented. The scheme is inspired by the human visual system (human retina) and modified for a compact and scalable CMOS hardware implementation. In addition, pixel circuit and implementation of the scheme on a CMOS focal-plane are proposed and simulation results are presented. The circuit performs thresholding and single-bit quantization of high-frequency image content over multiple frequency bands using a low-complexity down-sampling scheme. As a result, a 1-bit per pixel output is obtained which results in efficient edge-detection of the image content. Depending on the number of the utilized frequency bands, the presented scheme achieves image compression levels that range from 1 BPP (bit-per-pixel) to 1.33 BPP. The proposed acquisition technique and the corresponding CMOS circuit can easily be adjusted to various imaging applications and scaled towards new CMOS technology nodes and high resolution image sensors.
Keywords :
CMOS image sensors; computer vision; data acquisition; data compression; edge detection; eye; feature extraction; focal planes; image coding; motion estimation; CMOS focal-plane; CMOS image sensors; digital motion detection; human retina; human visual system; image acquisition; image compression; low-complexity down-sampling scheme; machine vision; multiband edge-detection scheme; CMOS integrated circuits; Feature extraction; Hardware; Image coding; Image edge detection; Image reconstruction; Retina; CMOS Image Sensor; Edge Detection; Feature Extraction; Image Acquisition; Machine Vision; Motion Detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (MWSCAS), 2014 IEEE 57th International Midwest Symposium on
Conference_Location :
College Station, TX
ISSN :
1548-3746
Print_ISBN :
978-1-4799-4134-6
Type :
conf
DOI :
10.1109/MWSCAS.2014.6908507
Filename :
6908507
Link To Document :
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