Parallel Image Understanding System on Recursive Torus Architecture

递归环面架构的并行图像理解系统

• 批准号: 05452359
• 负责人: MATSUYAMA Takashi
• 金额: $ 4.8万
• 依托单位: KYOTO UNIVERSITY (1995)Okayama University (1993-1994)
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for General Scientific Research (B)
• 财政年份: 1993
• 资助国家: 日本
• 起止时间: 1993 至 1995
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-05452359/
• 关键词: Parallel Image Understanding; Recursive Torus Architecture; Data Level Parallel Processing; Dynamic Image Analyis; Parallel Machine; Parallel Object Recognition; Parallel Data Transfer; Synchronization Mechanism; 並列画像解析アルゴリズム; 並列データ構造; 分散協調型領域分割

The aim of this research is to develop hardware and software systems for parallel image understanding. We obtained the following results by three years project.1.We designed a parallel image understanding machine RTA/1 (PE : 1,024) based on the Recursive Torus Architecture and developed a prototype machine RTA/0 with 17 Transputers.2.Various fundamental hardware performances of RTA/1 were evaluated based on experimental results using RTA/0, which demonstrated the effectiveness of the architecture of RTA/1.3.We proposed a scheme of data level parallel processing on RTA/1. Its performance was evaluated based on experiments using RTA/0, which proved utilities of the proposed scheme.4.We implemented a parallel object recognition system on RTA/0 using parallel C language. Experimental results showed that very high level speed-up can be attained by our proposed hardware and software systems.

本研究的目的是开发用于并行图像理解的硬件和软件系统。1.基于递归环面结构设计了一个并行图像理解机器RTA/1(PE：1,024)，并开发了一个具有17个Transspurs的原型机器RTA/0。2.基于RTA/0的实验结果，对RTA/1的各种基本硬件性能进行了评估，证明了RTA/1.3体系结构的有效性。3.提出了一种基于RTA/1的数据级并行处理方案，并在RTA/0上进行了性能评估，证明了该方案的有效性。实验结果表明，所提出的硬件和软件系统都能达到很高的加速效果。

项目成果

T. Matsuyama: "Parallel Image Analysis on Recursive Torus Architecture" Proc. of Comp. Arch. for Machine Perception. 202-214 (1993)

T. Matsuyama：“递归环面架构的并行图像分析”Proc。

T. Matsuyama: "Performance Evaluation of Parallel Object Recognition on RTA/1" Proc. of Asian Computer Vision Conf.485-489 (1995)

T. Matsuyama：“RTA/1 上并行对象识别的性能评估”Proc。

T.Matsuyama: "Parallel Image Analysis on Recursive Torus Architecture" Proc.of Comp.Arch.for Machine Perception. 202-214 (1993)

T.Matsuyama：“递归环面架构的并行图像分析”Proc.of Comp.Arch.for Machine Perception。

T.Matsuyama: "Performance Evaluation of Parallel Object Recongnition on RTA/1" Proc.of Asian Computer Vision Conf.485-489 (1995)

T.Matsuyama：“RTA/1 上并行对象识别的性能评估”Proc.of Asian Computer Vision Conf.485-489 (1995)

T.Matsuyama,N.Asada,M.Aoyama: "Parallel Image Analysis on Recursive Torus Architecture" Proceedings of Computer Architectures for Machine Perception. 202-214 (1993)

T.Matsuyama、N.Asada、M.Aoyama：“递归环面架构的并行图像分析”机器感知计算机架构论文集。