Biography
I am a Research Fellow at the Camera Culture Group (CCG), Daegu Gyeongbuk Institute of Science and Technology (DGIST), working with Prof. Hyunki Lee. Previously, I worked at the Medical Imaging and Signal Processing Laboratory (MISPL) at DGIST under the supervision of Prof. Sang Hyun Park.
I received my Ph.D. in Robotics and Mechatronics Engineering from DGIST, South Korea, in 2023, M.S. degree in Computer Science from Chonbuk National University, South Korea, in 2017, and B.S. degree in Computer Science from Abdul Wali Khan University, Pakistan, in 2014.
My research focuses on developing robust AI-based methods for medical imaging, particularly in video domain adaptation, visual-language representation learning, and generative AI techniques. I aim to bridge the gap between computer vision and healthcare, particularly in utilizing motion information for scene understanding.
Google Scholar ProfileResearch Highlights
Medical Image Analysis
Developing advanced algorithms for medical image processing, segmentation, and classification.
Domain Adaptation
Innovation in learning from limited data samples through novel neural network architectures.
Visual-Language Representation
Exploring the intersection of vision and language for medical image analysis and computer vision.