Real-time communication for distributed vision processing based on imprecise computation model

H. Yoshimoto; D. Arita; R. I. Taniguchi

doi:10.1109/IPDPS.2002.1016513

Real-time communication for distributed vision processing based on imprecise computation model

H. Yoshimoto, D. Arita, R. I. Taniguchi

Real world robotics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 Citations (Scopus)

Abstract

In this paper we propose an efficient real-time communication mechanism for distributed vision processing. One of the biggest problems of distributed vision processing, as is the same as in other distributed systems, is how to reduce the overhead of communication among computation nodes. In vision processing, we have to deal with a lot of time varying variables, some of which are large in size, and, therefore, the efficiency of sending and receiving of those variables is essential. To solve the problem, we propose Accuracy-driven Memory architecture, whose key idea is based on imprecise computation model and predictive coding. Here, we will present the basic framework of Accuracy-driven Memory architecture and show its efficiency based on some simulation results.

Original language	English
Title of host publication	Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	128
Number of pages	1
ISBN (Electronic)	0769515738, 9780769515731
DOIs	https://doi.org/10.1109/IPDPS.2002.1016513
Publication status	Published - 2002
Event	16th International Parallel and Distributed Processing Symposium, IPDPS 2002 - Ft. Lauderdale, United States Duration: Apr 15 2002 → Apr 19 2002

Publication series

Name	Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002

Other

Other	16th International Parallel and Distributed Processing Symposium, IPDPS 2002
Country/Territory	United States
City	Ft. Lauderdale
Period	4/15/02 → 4/19/02

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Modelling and Simulation

Access to Document

10.1109/IPDPS.2002.1016513

Cite this

Yoshimoto, H., Arita, D., & Taniguchi, R. I. (2002). Real-time communication for distributed vision processing based on imprecise computation model. In Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002 (pp. 128). [1016513] (Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IPDPS.2002.1016513

Real-time communication for distributed vision processing based on imprecise computation model. / Yoshimoto, H.; Arita, D.; Taniguchi, R. I.
Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002. Institute of Electrical and Electronics Engineers Inc., 2002. p. 128 1016513 (Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yoshimoto, H, Arita, D & Taniguchi, RI 2002, Real-time communication for distributed vision processing based on imprecise computation model. in Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002., 1016513, Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002, Institute of Electrical and Electronics Engineers Inc., pp. 128, 16th International Parallel and Distributed Processing Symposium, IPDPS 2002, Ft. Lauderdale, United States, 4/15/02. https://doi.org/10.1109/IPDPS.2002.1016513

Yoshimoto H, Arita D, Taniguchi RI. Real-time communication for distributed vision processing based on imprecise computation model. In Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002. Institute of Electrical and Electronics Engineers Inc. 2002. p. 128. 1016513. (Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002). doi: 10.1109/IPDPS.2002.1016513

Yoshimoto, H. ; Arita, D. ; Taniguchi, R. I. / Real-time communication for distributed vision processing based on imprecise computation model. Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002. Institute of Electrical and Electronics Engineers Inc., 2002. pp. 128 (Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002).

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Real-time communication for distributed vision processing based on imprecise computation model

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