6 days ago · Monocular Depth Estimation is the task of estimating the depth value (distance relative to the camera) of each pixel given a single (monocular) RGB image.

6 days ago · Depth Estimation is the task of measuring the distance of each pixel relative to the camera. Depth is extracted from either monocular (single) or stereo ...

9 hours ago · This article explores Depth Anything V2, a robust solution for monocular depth estimation designed to handle any image under any conditions.

6 days ago · To address this challenge, we propose a novel monocular depth estimation method called ScaleDepth. Our method decomposes metric depth into scene scale and ...

3 days ago · We propose a novel Graph Semantic-Guided Model (GSGM) for self-supervised monocular depth estimation, which utilizes graph-based techniques to facilitate ...

3 days ago · DepthLens: This is a demo for DPT Beit-Large-512 used to estimate the depth of objects in images. artificial-intelligence gradio depth-estimation zero-shot- ...

6 days ago · Self-supervised multi-frame monocular depth estimation relies on the geometric consistency between successive frames under the assumption of a static scene.

2 days ago · Abstract: When creating a deep learning model for estimating the depth of images, constructing a training dataset using stereo images presents a significant ...

2 days ago · The self-supervised monocular depth estimation algorithm obtains excellent results in outdoor environments. However, traditional self-supervised depth ...

7 days ago · Monocular depth estimation is a challenging task that predicts the pixel-wise depth from a single 2D image. Current methods typically model this problem as a ...