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AI and Remote Sensing for UIS Detection by Rupesh Kumar is a document available to read on EtoBox.

What is AI and Remote Sensing for UIS Detection about?

The document discusses the detection of Urban Informal Settlements (UIS) using remote sensing and AI, highlighting the critical need for detection to achieve Sustainable Development Goal 11. It reviews classical approaches, machine learning techniques, and deep learning methods, emphasizing the advantages and limitations of each. Key findings suggest that CNNs and U-Nets are effective for urban segmentation, and there is a need for region-specific model tuning and benchmark datasets for improved urban plann

Author

Rupesh Kumar

Language

EN