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Medicine and Health Sciences Commons

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Radiology

Michigan Technological University

2015

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A Mobile Image Enhancement Technology For Visually Impaired, Fahao Qiao Jan 2015

A Mobile Image Enhancement Technology For Visually Impaired, Fahao Qiao

Dissertations, Master's Theses and Master's Reports - Open

In this thesis, an image enhancement application is developed for low-vision patients when they use iPhones to see images/watch videos. The thesis has two contributions. The first contribution is the new image enhancement algorithm which combines human vision features. The new image enhancement algorithm is modified from a wavelet transform based image enhancement algorithm developed by Dr. Jinshan Tang. Different from the original algorithm, the new image enhancement algorithm combines human visual feature into the algorithm and thus can make the new algorithm more effective. Experimental simulation results show that the proposed algorithm has better visual results than the algorithm …