2 papers
cs.CV2026
PuriLight: A Lightweight Shuffle and Purification Framework for Monocular Depth Estimation
Yujie Chen, Li Zhang, Xiaomeng Chu +1
We propose PuriLight, a lightweight and efficient framework for self-supervised monocular depth estimation, to address the dual challenges of computational efficiency and detail pr…
cs.CV2025
VistaDepth: Improving far-range Depth Estimation with Spectral Modulation and Adaptive Reweighting
Mingxia Zhan, Li Zhang, Yingjie Wang +3
Monocular depth estimation (MDE) aims to infer per-pixel depth from a single RGB image. While diffusion models have advanced MDE with impressive generalization, they often exhibit…