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PointCLIMB: An Exemplar-Free Point Cloud Class Incremental Benchmark. (arXiv:2304.06775v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Point clouds offer comprehensive and precise data regarding the contour and
configuration of objects. Employing such geometric and topological 3D
information of objects in class incremental learning can aid endless
application in 3D-computer vision. Well known 3D-point cloud class incremental
learning methods for addressing catastrophic forgetting generally entail the
usage of previously encountered data, which can present difficulties in
situations where there are restrictions on memory or when there are concerns
about the legality of the data. Towards this we …
application arxiv benchmark cloud computer computer vision contour data free incremental information memory objects restrictions usage vision