VCE-DINO: Robust Video Capsule Endoscopy Anatomy Recognition via DINO Pretraining and Imbalance-Aware Learning
Video Capsule Endoscopy (VCE) enables noninvasive visualization of the gastrointestinal (GI) tract by capturing large-scale image streams as the capsule traverses multiple anatomical regions. Accurate recognition of major anatomical locations (e.g., mouth, esophagus, stomach, small intestine, and colon) is essential fo...