Research Assistant
Ccds Lab, Iub
Dhaka, Bangladesh
As a research assistant at the CCDS lab, I focused on semi-supervised segmentation for ultra-high-resolution images, evaluating context-aware models and contrastive loss-based models with memory banks. I contributed to developing a state-of-the-art model for satellite image segmentation, with plans to evaluate it on a custom satellite dataset from Bangladesh. Additionally, I worked on pelvic bone segmentation from DRR-generated X-rays using CT images, devising a novel data annotation approach… Show more As a research assistant at the CCDS lab, I focused on semi-supervised segmentation for ultra-high-resolution images, evaluating context-aware models and contrastive loss-based models with memory banks. I contributed to developing a state-of-the-art model for satellite image segmentation, with plans to evaluate it on a custom satellite dataset from Bangladesh. Additionally, I worked on pelvic bone segmentation from DRR-generated X-rays using CT images, devising a novel data annotation approach and conducting early benchmarking. Show less