啥是KinectFusion - 知乎 这片文章作为我学习这两篇论文的笔记,以 KinectFusion: Real-time 3D Reconstruction and Interaction Using a Moving Depth Camera 一文为主(另一篇论文的笔记推荐阅读 KinectFusion论文阅读,非常感谢作者写的非常详细,相信对大家理解论文会有很大帮助),梳理其算法流程。
KinectFusion: Real-time dense surface mapping and tracking KinectFusion: Real-time dense surface mapping and tracking Abstract: We present a system for accurate real-time mapping of complex and arbitrary indoor scenes in variable lighting conditions, using only a moving low-cost depth camera and commodity graphics hardware
GitHub - ParikaGoel KinectFusion Introduction Kinect Fusion builds a 3D model of a scene using the depth and color data recorded by an RGB-D camera We have recorded our own data using the Intel RealSense depth camera For the implementation we have followed the approach in "Kinectfusion: Real-time dense surface mapping and tracking" given by Izadi et al with some modifications
KinectFusion: Real-Time Dense Surface Mapping and Tracking A clear possi-bility is to use KinectFusion within a sub-mapping framework Ad-dressing memory issues further, it would be possible to exploit spar-sity in the TSDF using an adaptive grid representation
KinectFusion | Proceedings of the 24th annual ACM symposium on User . . . KinectFusion enables a user holding and moving a standard Kinect camera to rapidly create detailed 3D reconstructions of an indoor scene Only the depth data from Kinect is used to track the 3D pose of the sensor and reconstruct, geometrically precise, 3D models of the physical scene in real-time
KinectFusion: Real-Time Dense Surface Mapping and Tracking 论文链接:KinectFusion: Real-time dense surface mapping and tracking | IEEE Conference Publication | IEEE Xplore Abstract We present a system for accurate real-time mapping of complex and arbitrary indoor scenes in variable lighting conditions, using only a moving low-cost depth camera and commodity graphics hardware