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R-PointHop: A Green, Accurate and Unsupervised Point Cloud Registration Method


Mar 15, 2021
Pranav Kadam, Min Zhang, Shan Liu, C. -C. Jay Kuo

* 13 pages, 11 figures 

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Unsupervised Point Cloud Registration via Salient Points Analysis (SPA)


Sep 02, 2020
Pranav Kadam, Min Zhang, Shan Liu, C. -C. Jay Kuo

* 7 pages, 5 figures, final version is accepted by IEEE International Conference on Visual Communications and Image Processing (VCIP) 2020 

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Unsupervised Feedforward Feature (UFF) Learning for Point Cloud Classification and Segmentation


Sep 02, 2020
Min Zhang, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 7 pages, 2 figures, the final version is accepted by VCIP 2020 

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PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification


Feb 09, 2020
Min Zhang, Yifan Wang, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 4pages, 4 figures 

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PointHop: An Explainable Machine Learning Method for Point Cloud Classification


Jul 30, 2019
Min Zhang, Haoxuan You, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 13 pages with 9 figures 

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