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A machine learning approach for digital image restoration

Mayoraz, Calixte ; Genoud, Dominique (Dir.)

Mémoire de bachelor : Haute Ecole de Gestion & Tourisme, 2017.

This paper illustrates the process of image restoration in the sense of detecting images within a scanned document such as a photo album or scrapbook. The primary use case of this research is to accelerate the cropping process for the employees of Cinetis, a company based in Martigny, Switzerland that specializes in the digitalization of old media formats. In this paper, we will first...