NDLI: An alternative method for designing parallel image recognition systems: a feasibility study

Content Provider	IEEE Xplore Digital Library
Author	Farroha, B.S. Deshmukh, R.G.
Copyright Year	1995
Description	Author affiliation: Dept. of Electr. & Comput. Eng., Florida Inst. of Technol., Melbourne, FL, USA (Farroha, B.S.; Deshmukh, R.G.)
Abstract	The most successful image recognition systems have been developed in software. This method has proved to be quite laborious and the execution time is intensive. An alternative method of designing image recognition systems is needed. The goal is to design a reliable, compact, high speed, low cost recognition system. One way to reach this goal is to design the image recognition system via a massively parallel hardware architecture. The present study researches the feasibility of developing a generalized procedure to design unique image recognition systems. These unique image recognition systems will incorporate special purpose processors that will work at a speed that is several orders of magnitude faster than software image processing systems. These systems have great application perspectives, especially in the robotics and industrial fields. One of the most important aspects of these systems-is the unique compact size as compared with other systems of comparable speed. Also, these systems are independent modules that will output, in most cases, a signal to a controller without the need to use a conventional computer or processor. The procedure to be developed provides a new way of designing an image processing system by concentrating on modularity and massive parallelism. Combining the modules will provide a special purpose processing system that achieves object detection and recognition at a high speed not even possible on a general purpose supercomputer. The other advantages include the low cost of implementation and the compact size of the whole system.
Starting Page	286
Ending Page	292
File Size	706828
Page Count	7
File Format	PDF
ISBN	0780326423
DOI	10.1109/SECON.1995.513104
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1995-03-26
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Design methodology Image recognition Costs Image processing Hardware Computer architecture Software systems Application software Service robots Electrical equipment industry
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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