Realtime Color Segmentation, Optical Flow, Depthmap Generation Integration for Mobile Robot Control
Realtime Color Segmentation, Optical Flow, Depthmap Generation Integration for Mobile Robot Control
批准号:
10450096
负责人:
INOUE Hirochika
金额:
$7.74万
依托单位:
依托单位国家:
日本
项目类别:
Grant-in-Aid for Scientific Research (B)
财政年份:
1998
资助国家:
日本
项目状态:
已结题
起止时间:
1998 至 1999
中文摘要
实际上,从安全的角度来看,机器人的工作空间与人类的生活空间是分开的。为了使机器人在人类生活中发挥作用,需要利用传感技术来检测人类。本研究将颜色分割、光流生成和深度图生成相结合,开发一种在机器人运动的同时检测行走或移动的人的机器人视觉系统。以下是研究课题的列表。2.从相关性计算出发的颜色分割方法;2 .基于光流生成的边界检测;从立体摄像机生成深度图;高速三轴机器人头部的研制;6.可变形目标的时空区域分割;具有车载视觉处理系统的移动机器人的研制;最后,利用所开发的技术,实现了人类行走环境下移动机器人的控制。从实验的角度出发,对工艺进行了评价和改进。
英文摘要
Actually, from the point of view of safety, working space of robot is separated from life space of human being. In order to utilize a robot in a human life, sensing technology to detect human being is required. This research aims to develop a robot vision system that can detect walking or moving human being while robot is also moving, by combining color segmentation, optical flow generation and depth map generation. Following is a list of research topics,1. Color segmentation method from correlation calculation,2. Boundary detection using optical flow generation,3. Depth map generation from stereo cameras,4. Development of high speed three axis robot head,5. Spacio-temporal region segmentation for deformable target,6. Development of mobile robot which has 0nboard vision processing system,7. ExperimentsFinally, using the techniques that have developed, mobile robot control under human being walking environment is achieved. Throughout from experiment, evaluation of the techniques and improvement are reported.
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H. Mizoguchi, Y. Kiuchi, T. Shigehara, K. Hiraoka, and T. Mishima: "Simulation of Microphones Array to Form Acoustic Focus"Proceedings of the IASTED International Conference on Applied Modeling and Simulation (AMS'99). 412-416 (1999)
H. Mizoguchi、Y. Kiuchi、T. Shigehara、K. Hiraoka 和 T. Mishima:“模拟麦克风阵列形成声学焦点”IASTED 国际应用建模与仿真会议 (AMS99) 会议记录。
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Kagami,Okada,Inoue,et al.: "Real-Time 3D Optical Flow Generetion System"Proc.of International Conference on Multisensor Fusion and Integration for Intellgent Systems (MFI'99). 1. 237-242 (1999)
Kagami,Okada,Inoue,等人:“实时3D光流生成系统”智能系统多传感器融合与集成国际会议(MFI99)的Proc.。
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Satoshi KAGAMI, Kei OKADA, Mitsutaka KABASAWA, Yoshio MATSUMOTO, Atsushi KONNO, Masayuki INABA, Hirochika INOUE: "A Vision-based Legged Robot as a Research Platform"Proc. of International Conference on Intelligent Robots and Systems (IROS'98). vol. 1. 235
Satoshi KAGAMI、Kei OKADA、Mitsutaka KABASAWA、Yoshio MATSUMOTO、Atsushi KONNO、Masayuki Inaba、Hirochika INOUE:“基于视觉的腿式机器人作为研究平台”Proc。
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Y. Goto, K. Hidai, H. Mizoguchi, T. Shigehara, and T. Mishima: "Vision Module to Estimate Robot's Self Moving Variation"Proceedings of the 13th Korean Automatic Control Conference ('98KACC). 89-94 (1998)
Y. Goto、K. Hidai、H. Mizoguchi、T. Shigehara 和 T. Mishima:“估计机器人自移动变化的视觉模块”第 13 届韩国自动控制会议 (98KACC) 会议记录。
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S. Akaho, Y. Goto, T. Kurita, and H. Mizoguchi: "Pursuit Movement of Pan-Tilt Camera by Feedback-Error-Learning"Proceedings of the Fifth International Conference on Neural Information Processing (ICONIP'98). 409-412 (1998)
S. Akaho、Y. Goto、T. Kurita 和 H. Mizoguchi:“通过反馈误差学习追踪云台摄像机”第五届国际神经信息处理会议 (ICONIP98) 论文集。
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共 21 条
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财政年份:1993
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