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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
Dense monocular depth estimation for stereoscopic vision based on pyramid transformer and multi-scale feature fusion ...
Nature
Stereoscopic display technology plays a significant role in industries, such as film, television and autonomous driving.
3 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
Intel Labs Advances Computer Vision Development with Two New AI Models
Unite.AI
VI-Depth 1.0 and MiDaS 3.1 open source AI models improve depth estimation for computer vision. Depth estimation is a challenging computer...
15 months ago
Depth Anything —A Foundation Model for Monocular Depth Estimation
Towards Data Science
Monocular depth estimation, the prediction of distance in 3D space from a 2D image. The “ill posed and inherently ambiguous problem”,...
3 months ago
Qualcomm AI Research Innovates 3D Perception Techniques
Forbes
One of the thorniest problems mobile and edge platforms wrestle with is achieving 3D perception on 2D images or 3D point clouds using an...
22 months ago
An efficient and accurate multi-level cascaded recurrent network for stereo matching | Scientific Reports
Nature
With the advent of Transformer-based convolutional neural networks, stereo matching algorithms have achieved state-of-the-art accuracy in...
2 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
BYOL -The Alternative to Contrastive Self-Supervised Learning
Towards Data Science
In today's paper analysis we will have a close look into the paper behind BYOL (Bootstrap Your Own Latent). It provides an alternative to...
9 months ago
Depth Estimation on Camera Images using DenseNets | by Priya Dwivedi
Towards Data Science
The human brain possesses the remarkable ability to infer depth when viewing a two-dimensional scene, even with a single-point measurement,...
60 months ago