Synthesis Project: Digital Image Enhancement Using a Vehicular Image Capturing Platform
نویسندگان
چکیده
In this work, we define the quality transfer problem and present an approach to tackle it: Given a low-quality image taken from a mobile phone, how could you enhance it in a visually plausible way to include additional details. Our approach is based on creating a temporal, gps-tagged high-quality image data-set by building a vehicular image capturing platform to autonomously capture high-quality images from different areas of the city. For a given low-quality input image, close images from the data-set are selected which would be used for enhancement in a combined process of salient feature extraction and patch matching. We present the results of applying this technique to samples of images taken in downtown Amherst.
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