IEEE

3D Reconstruction and Estimation from Single-view 2D Image by Deep Learning – A Survey

Abstract: 3D Object Reconstruction from a single-view 2D image has become a promising research field. However, it remains a crucial and unsolved core issue in AI and Computer Vision research. Many ...
Science Daily

Machine learning generates 3D model from 2D pictures

A neural field network can create a continuous 3D model from a limited number of 2D images, and it does it without being trained on other samples. Researchers from the McKelvey School of Engineering ...
IEEE

Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models

Abstract: Understanding 3D medical image volumes is critical in the medical field, yet existing 3D medical convolution and transformer-based self-supervised learning (SSL) methods often lack deep ...
HotHardware

NVIDIA Is Using Machine Learning To Transform 2D Images Into 3D Models

Researchers at NVIDIA have come up with a clever machine learning technique for taking 2D images and fleshing them out into 3D models. Normally this happens in reverse—these days, it's not all that ...