Image Enhancement and Restoration with AI

Aus HSHL Mechatronik
Version vom 4. März 2025, 08:54 Uhr von Ulrich.schneider@hshl.de (Diskussion | Beiträge)
(Unterschied) ← Nächstältere Version | Aktuelle Version (Unterschied) | Nächstjüngere Version → (Unterschied)
Zur Navigation springen Zur Suche springen
Abb. 1: Image with a systematic error

Introduction

Image Enhancement and Restoration: AI models can improve the quality of an image by enhancing its features (such as contrast and sharpness) or restoring damaged or corrupted images to their original state. This includes tasks like noise reduction, super-resolution, and colorization.

Task

  1. The given images have several errors
    1. moire
    2. light exposure
    3. blurring
  2. Enhance and restore the images with AI

Images

SVN-Repository: Data/ImageEnhancement


→ zurück zum Hauptartikel: Signalverarbeitung mit MATLAB und Künstlicher_Intelligenz