Apple's AI & ML research papers show instant 3D image conversion, more

Apple continues to focus on AI-powered image modification, with new studies detailing evaluation frameworks and an AI model ...
Morning Overview on MSN

Apple’s SHARP turns any photo into a 3D scene in

Apple is turning the flat photo into a new computing primitive. With its SHARP model, the company says a single snapshot can ...
IEEE

A Survey on Self-Supervised Monocular Depth Estimation Based on Deep Neural Networks

Abstract: Monocular depth estimation aims to predict the corresponding scene depth map to an input image, which has wide application prospects in various fields, such as robot navigation, autonomous ...
IEEE

On the Monocular 3-D Pose Estimation for Arbitrary Shaped Needle in Dynamic Scenes: An Efficient Visual Learning and Geometry Modeling Approach

Abstract: Image-guided needle pose estimation is crucial for robotic autonomous suturing, but it poses significant challenges due to the needle’s slender visual projection and dynamic surgical ...
GitHub

Sharp Monocular View Synthesis in Less Than a Second

This software project accompanies the research paper: Sharp Monocular View Synthesis in Less Than a Second by Lars Mescheder, Wei Dong, Shiwei Li, Xuyang Bai, Marcel Santos, Peiyun Hu, Bruno Lecouat, ...
GitHub

MoGe: Accurate Monocular Geometry Estimation

Released MoGe-2, a state-of-the-art model for monocular geometry, with these new capabilities in one unified model: Note: MoGe should be compatible with most ...