Pointcept / Pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

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The difference between PTv3 and OACNNs

jing-zhao9 opened this issue · comments

PTv3 and OACNNs both use 3D sparse convolution and do not use KNN, so can we assume that they are both voxel based methods?

OACNNs are voxel-based methods, yet PTv3 is a serialization-based method, as defined in our paper. As point cloud in PTv3 is structured and ordered.