The invention discloses a real-time three-dimensional
reconstruction method and
system based on Kinect V2. The
system comprises a constant-speed stepping motor electric rotating platform capable of timing, a Kinect V2 camera fixed to a tripod and a computer. According to the invention, based on a classical KinectFusion three-dimensional
reconstruction algorithm, the filtering and denoising of thedepth image are improved, so that the reconstruction quality is improved; An objective function in an ICP
algorithm is optimized, the robustness of a
system is enhanced, RGB data and a
point cloud model are added into a fusion
algorithm of a model for splicing fusion, the model is endowed with colors to improve the visual visual visual effect, and finally a more accurate and specific three-dimensional
point cloud model is obtained through a
projection mapping algorithm. According to the system, the GPU is used for parallel acceleration
processing of data, so that the reconstruction speed reaches about 25 frames per second, an object can be accurately reconstructed in real time, and the system can be widely applied to low-cost rapid three-dimensional reconstruction. Finally, the
computer processing process is converted into the ARM
microprocessor, a wifi transmission module is added, and a simple three-dimensional reconstruction device is obtained through integration.