2 papers
eess.IV2026
MetaFormer-driven Encoding Network for Robust Medical Semantic Segmentation
Le-Anh Tran, Chung Nguyen Tran, Nhan Cach Dang +4
Semantic segmentation is crucial for medical image analysis, enabling precise disease diagnosis and treatment planning. However, many advanced models employ complex architectures,…
cs.CV2025
Low-Light Enhancement via Encoder-Decoder Network with Illumination Guidance
Le-Anh Tran, Chung Nguyen Tran, Ngoc-Luu Nguyen +4
This paper introduces a novel deep learning framework for low-light image enhancement, named the Encoder-Decoder Network with Illumination Guidance (EDNIG). Building upon the U-Net…