Intel corporation (20240212098). ENHANCED MULTI-VIEW BACKGROUND MATTING FOR VIDEO CONFERENCING simplified abstract
Contents
ENHANCED MULTI-VIEW BACKGROUND MATTING FOR VIDEO CONFERENCING
Organization Name
Inventor(s)
Niloufar Pourian of Los Gatos CA (US)
ENHANCED MULTI-VIEW BACKGROUND MATTING FOR VIDEO CONFERENCING - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240212098 titled 'ENHANCED MULTI-VIEW BACKGROUND MATTING FOR VIDEO CONFERENCING
The patent application describes a method for generating video background mattes using neural networks.
- The method involves training a first neural network to generate alpha mattes and foreground multi-camera images.
- The first neural network receives inputs from a second neural network, which include grayscale images and depth maps of the multi-camera images.
- Based on these inputs, the first neural network generates multi-view alpha mattes and multi-view foreground estimates for the multi-camera images.
Potential Applications: - Video editing and post-production in the film and television industry. - Virtual reality and augmented reality applications. - Real-time background replacement in live streaming and video conferencing.
Problems Solved: - Streamlining the process of generating alpha mattes and foreground estimates for multi-camera images. - Improving the efficiency and accuracy of video background matte generation.
Benefits: - Faster and more accurate video editing workflows. - Enhanced visual effects capabilities. - Seamless integration of virtual elements into real-world scenes.
Commercial Applications: "Advanced Video Editing Technology for Seamless Background Matte Generation in Film and Television Production"
Questions about Video Background Matte Generation: 1. How does this technology improve the efficiency of video editing workflows? 2. What are the potential applications of multi-view alpha mattes in virtual reality experiences?
Frequently Updated Research: Stay updated on advancements in neural network technology for video editing and visual effects applications.
Original Abstract Submitted
this disclosure describes systems, methods, and devices related to video background matte generation. a method may include receiving, by a first neural network trained to generate alpha mattes and foreground multi-camera images, first inputs generated by a second neural network; receiving, by the first neural network, second inputs comprising grayscale images and depth maps of the multi-camera images; and generating, by the first neural network, based on the first inputs and the second inputs, multi-view alpha mattes and multi-view foreground estimates for the multi-camera images.
