Search Results for author: Junming Zhang

Found 2 papers, 1 papers with code

Hyperspherical Embedding for Point Cloud Completion

1 code implementation CVPR 2023 Junming Zhang, Haomeng Zhang, Ram Vasudevan, Matthew Johnson-Roberson

Most real-world 3D measurements from depth sensors are incomplete, and to address this issue the point cloud completion task aims to predict the complete shapes of objects from partial observations.

Decoder Multi-Task Learning +1

Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks

no code implementations2 Jan 2021 Junming Zhang, Ming-Yuan Yu, Ram Vasudevan, Matthew Johnson-Roberson

Point cloud analysis is an area of increasing interest due to the development of 3D sensors that are able to rapidly measure the depth of scenes accurately.

Data Augmentation Point Cloud Classification

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