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10 weeks
|深蓝学院
My Online Course of Point Cloud Processing
This course will help students systematically learn the algorithms of the mainstream research direction of 3D point clouds, including classic algorithms (such as Octree, PointNet, ICP, etc.), as well as the most cutting-edge deep learning methods (object detection, registration, feature extraction)
Time & Location
10 weeks
深蓝学院
About the event
C1: Introduction
C2: Nearest Neighbor Problem
C3: Clustering
C4: Model Fitting
C5: Deep Learning with Point Clouds - Classification and Segmentation
C6: Object Detection
C7: Keypoints and descriptors
C8: ICP and Registration
C9: 2D and 3D SLAM with Point Clouds
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