Crescent
Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu
Abstract
3D perception in point clouds is transforming the perception ability of future intelligent machines. Point cloud algorithms, however, are plagued by irregular memory accesses, leading to massive inefficiencies in the memory sub-system, which bottlenecks the overall efficiency.
Topics & Concepts
Computer sciencePoint cloudPerceptionPoint (geometry)Artificial intelligencePsychologyGeometryMathematicsNeuroscience3D Shape Modeling and AnalysisRemote Sensing and LiDAR Applications3D Surveying and Cultural Heritage