NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding

Context-based octree coding for point-cloud video

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Pointnet++: Deep hierarchical feature learning on point sets in a metric space

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Toward better boundary preserved supervoxel segmentation for 3d point clouds

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4d spatio-temporal convnets: Minkowski convolutional neural networks

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Pointrnn: Point recurrent neural network for moving point cloud processing

Original

Hehe Fan and Yi Yang · 2019

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Scene memory transformer for embodied agents in long-horizon tasks

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Meteornet: Deep learning on dynamic 3d point cloud sequences

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An efficient pointlstm for point clouds based gesture recognition

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Caspr: Learning canonical spatiotemporal point cloud representations

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Point 4d transformer networks for spatio-temporal modeling in point cloud videos

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Raft-3d: Scene flow using rigid-motion embeddings

Zachary Teed and Jia Deng · 2021

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Pstnet: Point spatio-temporal convolution on point cloud sequences

Hoi4d: A 4d egocentric dataset for category-level human-object interaction

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Self-supervised point cloud prediction using 3d spatio-temporal convolutional networks

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Weakly supervised segmentation on outdoor 4d point clouds with temporal matching and spatial graph propagation

Hanyu Shi, Jiacheng Wei, Ruibo Li, Fayao Liu, and Guosheng Lin · 2022

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Spatial-temporal transformer for 3d point cloud sequences

Yimin Wei, Hao Liu, Tingting Xie, Qiuhong Ke, and Yulan Guo · 2022

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Point primitive transformer for long-term 4d point cloud video understanding

Hao Wen, Yunze Liu, Jingwei Huang, Bo Duan, and Li Yi · 2022

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