Informatique de gestion - Wirtschaftsinformatik

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... Plus

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    Summary
    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 summarize the state of the art in this field of research. This will include explanations of various techniques and algorithms involved with feature and document detection used by various digital companies.