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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