CVRS-ys801

CVRS-ys801

SJZU Computer Vision and Remote Sensing Lab

CVRS-YS801 is the Computer Vision and Remote Sensing Lab of Shenyang Jianzhu University, led by Prof. Yuan Shuai.

Our research focuses on Depth Estimation, Image Stitching, Object Detection. The organization hosts research code, experiments, and collaborative projects developed by members of the lab.

Member

đź“ť Publications

ARXIV
cover1

ApDepth: Aiming for Precise Monocular Depth Estimation Based on Diffusion Models

Jiawei Wang, Shuai Yuan, Mingbo Lei

[Website] [Paper] [Demo]

  • We present Apdepth, a diffusion model, and associated fine-tuning protocol for monocular depth estimation.
  • Single-Step Inference: We fine-tuned the diffusion model for single-step denoising inference, significantly reducing inference time.
  • Two-Stage Training Strategy: We adopted a two-stage training strategy, with the first stage focusing on feature alignment within the model and the second stage emphasizing the model’s learning of inference.