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How to Estimate Depth from a Single Image
Towards Data Science
Humans view the world through two eyes. One of the primary benefits of this binocular vision is the ability to perceive depth — how near or...
5 months ago
On robust cross-view consistency in self-supervised monocular depth estimation
EurekAlert!
image: The first row is the reference image, and the second and third rows are warped images from adjacent images using ground truth depth...
2 weeks ago
Google Researchers Unveil DMD: A Groundbreaking Diffusion Model for Enhanced Zero-Shot Metric Depth Estimation
MarkTechPost
Although it would be helpful for applications like autonomous driving and mobile robotics, monocular estimation of metric depth in general...
6 months ago
Confidence-aware self-supervised learning for dense monocular depth estimation in dynamic laparoscopic scene ...
Nature
This paper tackles the challenge of accurate depth estimation from monocular laparoscopic images in dynamic surgical environments.
9 months ago
Monocular catadioptric panoramic depth estimation via improved end-to-end neural network model
Frontiers
In this paper, we propose a monocular catadioptric panoramic depth estimation algorithm based on an improved end-to-end neural network model...
9 months ago
TikTok Researchers Introduce ‘Depth Anything’: A Highly Practical Solution for Robust Monocular Depth Estimation
MarkTechPost
Foundational models are large deep-learning neural networks that are used as a starting point to develop effective ML models.
4 months ago
Monocular Depth Estimation to Predict Surface Reliefs of Mars
Towards Data Science
Several approaches to estimating surface elevation from a single image have been discussed in the literature. In a previous article,...
9 months ago
Research Guide for Depth Estimation with Deep Learning
KDNuggets
Depth estimation is a computer vision task designed to estimate depth from a 2D image. The task requires an input RGB image and outputs a...
55 months ago
Holistic Video Scene Understanding with ViP-DeepLab
Google Research
Posted by Siyuan Qiao, Student Researcher and Liang-Chieh Chen, Research Scientist, Google Research People are able to retrieve the visual...
38 months ago
Self-supervised monocular depth estimation for high field of view colonoscopy cameras
Frontiers
Optical colonoscopy is the gold standard procedure to detect colorectal cancer, the fourth most common cancer in the United Kingdom.
12 months ago