AI Enhances Endoscopy With Depth Perception
MetaFE-DE uses dual-branch transformer architecture for depth estimation in endoscopic images, achieving state-of-the-art performance & modality alignment between synthetic & real data.
This is a Plain English Papers summary of a research paper called AI System Uses Dual-Branch Architecture to Add Depth Perception to Endoscopic Images. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview • MetaFE-DE represents a novel approach for depth estimation in endoscopic images using meta feature embedding • Introduces a dual-branch transformer architecture combining global and local feature extraction • Achieves state-of-the-art performance on endoscopic depth estimation benchmarks • Implements modality alignment between synthet...