Super-Resolution Using Random Fourier Features and Linear Regression

Super-Resolution Using Random Fourier Features and Linear Regression

Apr, 2024 - May, 2024 (Advisor – Prof. Nipun Batra, IIT Gandhinagar) | Project Link

• Implemented super-resolution and image reconstruction using Random Fourier Features and Linear Regression.
• Conducted qualitative and quantitative analysis using RMSE and PSNR to evaluate image quality.
• Demonstrated skills in advanced image processing and feature mapping techniques.