Ivan Ananta Christian Surbakti

Comparative Analysis of VISEM Tracking Using YOLO, Vision Transformer, and Hybrid Model

Automated sperm motility assessment requires reliable tracking of dense, visually similar cells in microscopy videos. This study compares three architectures on the VISEM-Tracking dataset: YOLO+IoU, Pure-ViT, and Hybrid YOLO+ViT. As for both ViT-based architectures, an additional 8×8 patch-size ablation was conducted t...