SeeSR: The Future of Image Super-Resolution: SeeSR: Advancing Semantics-Aware Real-World Image Super-Resolution

By Srinjoy Mukherjee, Sangita Roy, Low Kumar Chowdhury

SeeSR: Advancing Semantics-Aware Real-World Image Super-Resolution is a technical exploration of the SeeSR framework, an innovative solution to the challenges of Real-World Image Super-Resolution (Real-ISR). As the demand for high-quality image restoration grows, especially in fields like medical imaging, satellite data analysis, and surveillance, traditional super-resolution methods often struggle with the complexity of real-world image degradation. SeeSR addresses this by introducing semantics-aware techniques that ensure high-resolution outputs retain both the visual and semantic accuracy of the original images.

• Format: Paperback
• Language: English
• ISBN: B0DTT52MDP
• ISBN13: 9798307859971
• Release Date: January 2025
• Publisher: Independently Published
• Length: 162 Pages
• Weight: 0.37 lbs.
• Dimensions: 0.4" x 5.0" x 8.0"