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Patent

Method and apparatus for image conversion

TLDR
In this article, a method and apparatus for image conversion according to an embodiment of the present disclosure includes receiving original image data, separating the original data into a front view image and a back view image, and generating a converted 3D image by restoring a background space between the front view images and the back view images using a 3D conversion processing neural network.
Abstract
A method and apparatus for image conversion according to an embodiment of the present disclosure includes receiving original image data, separating the original image data into a front view image and a back view image for performing 3D conversion processing of the original image data, and generating a converted 3D image by restoring a background space between the front view image and the back view image using a 3D conversion processing neural network. The 3D conversion processing neural network according to the present disclosure may be a deep neural network generated by machine learning, and input and output of images may be performed in an Internet of things environment using a 5G network.

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Patent

2D to 3D video conversion

Haohong Wang, +1 more
TL;DR: In this article, a method for real-time 2D to 3D video conversion is proposed, where a decoded 2D video frame has an original resolution, and a frame depth map in the original resolution is derived based on the background depth map and the foreground depth map.
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Automatic background replacement for single-image and multi-view captures

TL;DR: In this article, a segmentation of an object depicted in a first visual representation is determined, where the segmentation may include for each image a first respective image portion that includes the object, a second respective image part that includes a respective ground area located beneath the object and a third respective image region that includes background area located above the second respective portion and behind the object.
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Dynamic chroma key for video background replacement

TL;DR: In this article, a method, a device, and a computer program product for background image replacement in image data is presented, which includes receiving, from at least one image sensor of a mobile device, frame data.
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Joint training technique for depth map generation

TL;DR: In this article, a joint training technique for depth map generation implemented by depth prediction system as part of a computing device is described, which is configured to generate a candidate feature map from features extracted from training digital images.