7 days ago · Relative Depth: The pixel values indicate which points are closer or further away without referencing real-world units of measurement. Often the relative depth ...

5 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 ...

2 days ago · Survey of depth from monocular image and videos using deep learning with Rajapaksha. Deep Learning-based Depth Estimation Methods from Monocular Image and ...

6 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 ...

4 days ago · To address these gaps, this paper proposes a novel absolute depth estimation method specifically designed for flight scenes using a monocular vision sensor, in ...

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

16 hours ago · Monodepth2 is one of the prominent techniques for monocular depth estimation. By employing a self-supervised approach, Monodepth2 eliminates the need for ...

7 days ago · Monocular depth estimation has been extensively explored based on deep learning, yet its accuracy and generalization ability still lag far behind the stereo- ...

6 days ago · In this study, we investigate techniques to optimize the performance of Monocular Depth Estimation (MDE) methods, which utilize a single camera to extract 3D ...

7 days ago · Accurate depth estimation is a vital component of autonomous driving systems for devising appropriate driving strategies, including environmental prediction ( ...