RGB-D image-based indoor scene three-dimensional reconstruction method
A RGB image and three-dimensional reconstruction technology, applied in the field of computer vision, can solve the problems of inability to solve depth image holes, low reconstruction accuracy, and mis-segmentation, and achieve the effects of optimizing camera pose, improving accuracy, and suppressing error accumulation
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[0041] In order to make the objectives, technical solutions and advantages of the present invention clearer, the following further describes the present invention in detail with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.
[0042] First, some terms used in the present invention will be explained.
[0043] RGB-D images: including color images (RGB images) and depth images. Generally, the color image and the depth image are registered, so there is a one-to-one correspondence between pixels.
[0044] Depth Image: Depth Image, Depth Image, hereinafter referred to as D image for short, is an image or image channel containing information related to the distance of the surface of the scene object of the viewpoint. Each pixel value is the actual distance of the sensor from the object.
[0045] Three-dimensional point cloud...
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