Unlocking Image Clarity: A Comprehensive Guide to Super-Resolution Techniques

Published in PyImageSearch, 2024

In this tutorial, we will learn about the latest trends in Image Super-Resolution as we draw a contrast between the humble beginnings of this field and what the latest state-of-the-art techniques are bringing out as results. Specifically, we’ll go over the following topics:

  • Why super-resolution is an important yet underlooked side of computer vision
  • Classical algorithms
  • Current state-of-the-art techniques
  • Applications in the real world
  • The way forward

Recommended citation: Mukherjee, S. “Unlocking Image Clarity: A Comprehensive Guide to Super-Resolution Techniques,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2024, https://pyimg.co/w4kr8
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