Open Access Journal

ISSN : 2456-1304 (Online)

International Journal of Engineering Research in Electronics and Communication Engineering(IJERECE)

Monthly Journal for Electronics and Communication Engineering

Open Access Journal

International Journal of Science Engineering and Management (IJSEM)

Monthly Journal for Science Engineering and Management

ISSN : 2456-1304 (Online)

A CUDA Based Implementation of Image Verification Tool Using Computer Vision Libraries

Author : Naveed Anjum Khan 1 S. K. Kapde 2

Date of Publication :13th February 2018

Abstract: Image Verification has become major trend in automation industry to Validate images from high-resolution cameras at greater performance. Recent Technological developments in computing have made it possible for image processing algorithms to work at greater speed and at higher accuracy. However, in traditional serial manners, the operations of both methods are timeconsuming. In this project, initially we are proving the possibility of CUDA based implementation of image comparison algorithms to automate image verification using NVIDIA CUDA Enabled Graphics Processing Unit, later we are going to compare the results with serial implementation and, finally a service executable based tool is developed using COM as well as named pipes based Inter - Process Communication interface to make these parallel algorithms accessible by third party tool like Lab view

Reference :

    1. Yuehu Liu, Bin Chen, Hao Yu, Yong Zhao, Zhao, Zhou Huang and Yu Fang, “Applying GPU and POSIX Thread Technologies in Massive Remote Sensing Image Data Processing”, National Project Of Scientific and Technical Supporting Programs Funded by ministry of Science & Technology of China, 2011, pp.3-7
    2. Abu Asaduzzaman, Angel Martinez, and Aras Sepehri “A Time-Efficient Image Processing Algorithm for Multicore/Manycore Parallel Computing”, IEEE Southeast Con 2015, April 9 - 12, 2015 - Fort Lauderdale, Florida
    3. Shalini Gupta, Senior Mobile Computer Vision Engineer, Nvidia. OpenCV - Accelerated Computer Vision Using GPUs (n.d.): 5-15. Web.
    4. Image processing”, Online Available: https://en.wikipedia.org/wiki/Image_processing, 6th April, 2016. “Digital Image Processing”, Online Available: https://en.wikipedia.org/wiki/Digital_image_processing, 7th April, 2016

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