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