Data Party THU

Sep 27, 2025 · Artificial Intelligence

How Depth-Guided Texture Diffusion Boosts Image Semantic Segmentation

This article reviews the depth‑guided texture diffusion method, detailing its texture extraction, diffusion, structural consistency optimization, and integration into segmentation networks, and shows how it narrows the depth‑RGB gap to achieve state‑of‑the‑art performance on various semantic segmentation tasks.