Trajectory-Based Air-Writing Recognition Using Deep Neural Network and Depth Sensor. - Md. Shahinur Alam; Ki-Chul Kwon; Md. Ashraful Alam; Mohammed Y. Abbass; Shariar Md Imtiaz; Nam Kim (Sensors, 2020)

Depth Estimation for Integral Imaging Microscopy Using a 3D-2D CNN with a Weighted Median Filter. - Shariar Md Imtiaz; Ki-Chul Kwon; Md. Biddut Hossain; Md. Shahinur Alam; Seok-Hee Jeon; Nam Kim (Sensors, 2022)

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)

Ejection Fraction estimation using deep semantic segmentation neural network. - Md. Golam Rabiul Alam; Abde Musavvir Khan; Myesha Farid Shejuty; Syed Ibna Zubayear; Shariar Md Imtiaz; Meteb Altaf; Mohammad Mehedi Hassan; Salman A. AlQahtani; Ahmed Alsanad (J. Supercomput., 2023)

High-Quality 3D Visualization System for Light-Field Microscopy with Fine-Scale Shape Measurement through Accurate 3D Surface Data. - Ki Hoon Kwon; Munkh-Uchral Erdenebat; Nam Kim; Anar Khuderchuluun; Shariar Md Imtiaz; Min Young Kim 003; Ki-Chul Kwon (Sensors, 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)

DermSegNet: smart IoT model for multi-class dermatological lesion diagnosis using adaptive segmentation and improved EfficientNetB3. - Rupali Kiran Shinde; Md. Biddut Hossain; Syed Naheel Raza Rizvi; Shariar Md Imtiaz; Ki-Chul Kwon; Nam Kim (Appl. Intell., 2024)

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)