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Title: Development of image processing and vision systems with industrial applications
Authors: ZHANG YI
Keywords: image processing, computer vision, text extraction, bio-manipulation, CNC machine
Issue Date: 13-Jul-2009
Citation: ZHANG YI (2009-07-13). Development of image processing and vision systems with industrial applications. ScholarBank@NUS Repository.
Abstract: In this research work, image processing and vision techniques have been developed for various applications.
Different sets of challenges present in different applications of image and vision-based systems have been addressed. It presents the design of three image and vision-based systems which can be used in different and diverse arenas: mobile and digital devices, bio-manipulation systems and CNC machine surveillance.
First, a human-machine interactive software has been developed which could be embedded in a mobile or digital device to extract the text from scene images and translate into other languages. Secondly, a vision-guided control system has been proposed to be incorporated in cell manipulation systems to replace conventional manual operations. Thirdly, a vision-based real-time temperature monitoring system is presented to compare with the traditional surveillance scheme.
Finally, extensive experimental results will be furnished to illustrate the effectiveness of the proposed approaches throughout this work.
Appears in Collections:Ph.D Theses (Open)

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