Tunnel three-dimensional modeling system and method based on depth camera lens
A depth camera and 3D modeling technology, applied in 3D modeling, image enhancement, image analysis, etc., can solve the problems of large memory usage, long time, poor environment, etc., and achieve the effect of intuitive cognition and feeling
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[0032] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.
[0033]Due to the large scale of the scene, the real-time processing method consumes a lot of GPU memory, so we use the method of offline data processing, that is, first collect all the information in the tunnel, and then process the data on this basis, thus avoiding memory Insufficient situation. Among them, the offline processing is also divided into two modes. One is to build a small-scale model first, and then splicing all the small-scale scene models one by one. Analytical processing to calculate the final 3D model. We use the latter method, because for the splicing model, there must be some errors, which is much worse than the accuracy of the latter. The depth camera reconstructs a single-frame smooth surface model of an object by fusing depth image data acquired from multiple angles. As the sensor moves, the camera's position and pose informati...
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