DocumentCode
297053
Title
A sorting image sensor: an example of massively parallel intensity-to-time processing for low-latency computational sensors
Author
Brajovic, Vladimir ; Kanade, Takeo
Author_Institution
Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume
2
fYear
1996
fDate
22-28 Apr 1996
Firstpage
1638
Abstract
The need for low-latency vision systems is growing: high speed visual servoing and vision-based human computer interface. In this paper we present a new intensity-to-time processing paradigm suitable for low-latency massively parallel global computation over fine-grained data such as images. As an example of a low-latency global computation, we have developed a VLSI sorting computational sensor-a sensor which sorts all pixels of an input image by their intensities, as the image is being sensed. The first sorting sensor prototype is a 21 by 26 array of cells. It detects an image focused thereon and computes the image of indices as well as the image´s cumulative histogram, before the intensity data are readout. The image of indices never saturates and has uniform histogram. Under user´s control, the chip can perform other operations including simple segmentation and labeling
Keywords
CMOS analogue integrated circuits; VLSI; analogue processing circuits; image processing equipment; image segmentation; image sensors; parallel processing; CMOS implementation; VLSI sorting computational sensor; analog sensor; cumulative histogram; fine-grained data; high-speed visual servoing; labeling; low-latency computational sensors; low-latency massively parallel global computation; low-latency vision systems; massively parallel intensity-to-time processing; segmentation; sorting image sensor; vision-based human computer interface; Computer interfaces; Concurrent computing; Histograms; Humans; Image sensors; Machine vision; Sensor arrays; Sorting; Very large scale integration; Visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 1996. Proceedings., 1996 IEEE International Conference on
Conference_Location
Minneapolis, MN
ISSN
1050-4729
Print_ISBN
0-7803-2988-0
Type
conf
DOI
10.1109/ROBOT.1996.506947
Filename
506947
Link To Document