Master Thesis defense

This certification program covers advanced techniques for shadow removal in image restoration using a mask-free framework. Students will explore the development of a two-branch architecture, leveraging FFTFormer and ConvNextV2 for enhanced performance. The course includes a comprehensive review of mask-based and mask-free methods, CNNs, transformers, and DWT-FFC UNet applications. Hands-on experimental validation using ISTD datasets ensures practical understanding, alongside ablation studies...