Super Resolution in OpenCV

Super Resolution in OpenCV

Super Resolution in OpenCV

“Super-resolution refers to the process of upscaling or improving the details of the image. Follow this blog to learn the options forĀ Super Resolution in OpenCV. When increasing the dimensions of an image, the extra pixels need to be interpolated somehow. Basic image processing techniques do not give good results as they do not take the surroundings in context while scaling up. Deep learning and, more recently, GANs come to the rescue here and provide much better results.

The image given below illustrates super-resolution. The original high-resolution image shows the best details when zoomed in. The other images are achieved after reconstruction after using various super-resolution methods. You can read about them in more detailĀ here…”

Source: learnopencv.com/super-resolution-in-opencv/

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