2 papers
cs.CV2026
Lightweight Vision Transformer-Based U-Net for Brain Tumor Segmentation from MRI
Sheekar Banerjee, Md. Srabon Chowdhury, Md. Mahbub Hasan Akash +1
Accurate brain tumor segmentation from Magnetic Resonance Imaging is essential for diagnosis, treatment planning, and surgical guidance. Although Convolutional Neural Networks, par…
cs.CV2025
Underwater Image Reconstruction Using a Swin Transformer-Based Generator and PatchGAN Discriminator
Md. Mahbub Hasan Akash, Aria Tasnim Mridula, Sheekar Banerjee +1
Underwater imaging is essential for marine exploration, environmental monitoring, and infrastructure inspection. However, water causes severe image degradation through wavelength-d…