Deep Learning-based 3D Point Cloud Classification: A Systematic Survey
and Outlook

Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook

5 November 2023

Papers citing "Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook"

14 / 14 papers shown

Title
On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning Anton Thielmann Soheila Samiee LMTD 70 1 0 26 Nov 2024
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 33 1 0 04 Nov 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets Ali Kashefi 3DPC 39 6 0 14 Oct 2024
Sampling Foundational Transformer: A Theoretical Perspective Viet Anh Nguyen Minh Lenhat Khoa Nguyen Duong Duc Hieu Dao Huu Hung Truong Son-Hy 44 0 0 11 Aug 2024
MaRINeR: Enhancing Novel Views by Matching Rendered Images with Nearby References Lukas Bosiger Mihai Dusmanu Marc Pollefeys Z. Bauer 46 0 0 18 Jul 2024
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding Changshuo Wang Meiqing Wu S. Lam Xin Ning Shangshu Yu Ruiping Wang Weijun Li T. Srikanthan 36 14 0 18 Jul 2024
Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey Anju Rani D. O. Arroyo Petar Durdevic 3DPC 19 5 0 20 Feb 2024
Harnessing Deep Learning of Point Clouds for Inverse Control of 3D Shape Morphing Jue Wang Dhirodaatto Sarkar J. Suo Alex Chortos 28 1 0 26 Jan 2024
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 31 7 0 01 Jul 2023
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions Jiachen Sun Qingzhao Zhang B. Kailkhura Zhiding Yu Chaowei Xiao Z. Morley Mao 3DPC 38 84 0 28 Jan 2022
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 169 435 0 04 Dec 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 140 283 0 04 May 2021
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 150 768 0 30 Mar 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,099 0 02 Dec 2016