REAL TIME STEREO MATCHING

mag(2014)

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摘要
Real-time stereo matching is described, for example, to find depths of objects in an environment from an image capture device capturing a stream of stereo images of the objects. For example, the depths may be used to control augmented reality, robotics, natural user interface technology, gaming and other applications. Streams of stereo images, or single stereo images, obtained with or without patterns of illumination projected onto the environment are processed using a parallel-processing unit to obtain depth maps. In various embodiments a parallel-processing unit propagates values related to depth in rows or columns of a disparity map in parallel. In examples, the values may be propagated according to a measure of similarity between two images of a stereo pair; propagation may be temporal between disparity maps of frames of a stream of stereo images and may be spatial within a left or right disparity map.
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关键词
Computer stereo vision,Stereo camera,Stereo cameras,2D to 3D conversion,Similarity (geometry),Augmented reality,Computer vision,Row,Natural user interface,Computer graphics (images),Geography,Artificial intelligence
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