Enhanced 3D Point Cloud Reconstruction for Light Field Microscopy Using U-Net-Based Convolutional Neural Networks. - Shariar Md Imtiaz; Ki-Chul Kwon; F. M. Fahmid Hossain; Md. Biddut Hossain; Rupali Kiran Shinde; Sang-Keun Gil; Nam Kim (Comput. Syst. Sci. Eng., 2023)

Swin Transformer and the Unet Architecture to Correct Motion Artifacts in Magnetic Resonance Image Reconstruction. - Md. Biddut Hossain; Rupali Kiran Shinde; Shariar Md Imtiaz; F. M. Fahmid Hossain; Seok-Hee Jeon; Ki-Chul Kwon; Nam Kim (Int. J. Biomed. Imaging, 2024)

AI-Based Color Prediction Analysis for Recycled Polyester Dyeing Processes. - Kim Sung Hoon; F. M. Fahmid Hossain; Kwan-Hee Yoo; Shimaa Kotb; Kim Ah Rong; Kim Hyun Jong; Chi Su Young (BigComp, 2025)

A Comprehensive Deep Learning Approach for Real-Time Detection and Classification of Large and Small Defects in Industrial Applications. - Joo In; Kim Sung Hoon; Kim Gi Nam; Kwan-Hee Yoo; F. M. Fahmid Hossain (BigComp, 2025)

U2-Net-Combined End-to-End Unsupervised Learning Method for Implementing Accurate Computer-Generated Phase-Only Hologram. - F. M. Fahmid Hossain; Hui-Ying Wu; Shariar Md Imtiaz; Md. Biddut Hossain; Tuvshinjargal Amgalan; Rupali Kiran Shinde; Ki-Chul Kwon; Hyun-Eui Kim; Kwan-Hee Yoo; Nam Kim (IEEE Access, 2025)

Advanced deep learning model for direct phase-only hologram generation using complex-valued neural networks. - Shariar Md Imtiaz; Tuvshinjargal Amgalan; F. M. Fahmid Hossain; Rupali Kiran Shinde; Hoonjong Kang; Ganbat Baasantseren; Ki-Chul Kwon; Nam Kim (Neurocomputing, 2025)