View source for Intel corporation (20240212098). ENHANCED MULTI-VIEW BACKGROUND MATTING FOR VIDEO CONFERENCING simplified abstract

=ENHANCED MULTI-VIEW BACKGROUND MATTING FOR VIDEO CONFERENCING=


==Organization Name==

[[:Category:intel corporation|intel corporation]]


[[Category:intel corporation]]

==Inventor(s)==

[[:Category:Niloufar Pourian of Los Gatos CA (US)|Niloufar Pourian of Los Gatos CA (US)]][[Category: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.



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