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Image Super-resolution Using Super-resolution Convolutional Neural NetworkBy Nachiket Jadhav, Aniket Matodkar, Ganesh Borana, Sujata Bhairnallykar
Abstract: Several studies have been conducted to improve low-resolution photos to a higher resolution version utilizing classic super-resolution methods such as pixel-wise interpolation. While the resolution of images has been rapidly increasing in recent years with the development of high-performance cameras, advanced image compression, and display panels, the demand to generate a high-resolution image from pre-existing low-resolution images is also increasing for rendering on high-resolution displays. Some of these methods involve …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 9, Issue 2, 2022 · pp. 33–39 Read article →