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Computer Vision and GeoAI
The MapScaping Podcast - GIS, Geospatial, Remote Sensing, earth observation and digital geography
The Limits of Super Resolution in Remote Sensing
We're on this idea of AI-ready data. I wonder if we could move along now and talk about some of these different ideas that I see up here in the remote sensing world. One of them is super resolution. Super resolution is something that we have been doing in remote sensing for years. We call this deconvolution image restoration. That means that from, let's say, 70 meter resolution image, we can try to improve it to go to 60 centimeters or 50 centimeters. But this has a physical limit. Going from 10 meter resolution to one meter resolution, it's very difficult and I think it's even impossible. In remote sensing, you don't want algorithms which hallucinate
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