A Client-Server Robot Based on Android Device and Cloud Image Processing

碩士 === 國立臺灣科技大學 === 機械工程系 === 104 === The idea of the internet of Things (IoT) has been a heated topic for scholars and engineers since smartphone gained popularity among almost every person at every age. As the cost of both computing and high-quality camera are reducing, more and more robots with h...

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Main Authors: JI-YOU KE, 柯霽祐
Other Authors: Wei-Wen Kao
Format: Others
Language:zh-TW
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/ev6vhz
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spelling ndltd-TW-104NTUS54890122019-10-05T03:46:56Z http://ndltd.ncl.edu.tw/handle/ev6vhz A Client-Server Robot Based on Android Device and Cloud Image Processing 以Android行動裝置及雲端影像處理為基礎的主從式機器人 JI-YOU KE 柯霽祐 碩士 國立臺灣科技大學 機械工程系 104 The idea of the internet of Things (IoT) has been a heated topic for scholars and engineers since smartphone gained popularity among almost every person at every age. As the cost of both computing and high-quality camera are reducing, more and more robots with higher dependency on visual sensor have come to the market.Yet the loading of image processing for a built-in computer is still too heavy. Thus, a solution of combining cloud computing technology would be more ideal. This research is based on a client-server architecture system we built, consisting of a 2WD (two-wheel drive) robot and a cloud image processor. The system is then modified to set up an IoT environment, serving as a backbone for the robot’s tracking function. The mobile robot in the system is equipped with an Android phone which is used as a server to transfer image stream to the cloud, and receiving the processed result, then determine the motion of robot. The image processor on the cloud is based on the TLD (Tracking-Learning-Detection) framework, it is able to track an arbitrary object and built the model for detection online. The image processor also run on Android OS. Wei-Wen Kao 高維文 2016 學位論文 ; thesis 52 zh-TW
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language zh-TW
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description 碩士 === 國立臺灣科技大學 === 機械工程系 === 104 === The idea of the internet of Things (IoT) has been a heated topic for scholars and engineers since smartphone gained popularity among almost every person at every age. As the cost of both computing and high-quality camera are reducing, more and more robots with higher dependency on visual sensor have come to the market.Yet the loading of image processing for a built-in computer is still too heavy. Thus, a solution of combining cloud computing technology would be more ideal. This research is based on a client-server architecture system we built, consisting of a 2WD (two-wheel drive) robot and a cloud image processor. The system is then modified to set up an IoT environment, serving as a backbone for the robot’s tracking function. The mobile robot in the system is equipped with an Android phone which is used as a server to transfer image stream to the cloud, and receiving the processed result, then determine the motion of robot. The image processor on the cloud is based on the TLD (Tracking-Learning-Detection) framework, it is able to track an arbitrary object and built the model for detection online. The image processor also run on Android OS.
author2 Wei-Wen Kao
author_facet Wei-Wen Kao
JI-YOU KE
柯霽祐
author JI-YOU KE
柯霽祐
spellingShingle JI-YOU KE
柯霽祐
A Client-Server Robot Based on Android Device and Cloud Image Processing
author_sort JI-YOU KE
title A Client-Server Robot Based on Android Device and Cloud Image Processing
title_short A Client-Server Robot Based on Android Device and Cloud Image Processing
title_full A Client-Server Robot Based on Android Device and Cloud Image Processing
title_fullStr A Client-Server Robot Based on Android Device and Cloud Image Processing
title_full_unstemmed A Client-Server Robot Based on Android Device and Cloud Image Processing
title_sort client-server robot based on android device and cloud image processing
publishDate 2016
url http://ndltd.ncl.edu.tw/handle/ev6vhz
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