A review on deep learning techniques for 3D sensed data classification

9 July 2019

Papers citing "A review on deep learning techniques for 3D sensed data classification"

28 / 28 papers shown

Title
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 28 1 0 04 Nov 2024
Zero-shot detection of buildings in mobile LiDAR using Language Vision Model June Moh Goo Zichao Zeng Jan Boehm 33 2 0 15 Apr 2024
Classifying point clouds at the facade-level using geometric features and deep learning networks Yue Tan Olaf Wysocki L. Hoegner Uwe Stilla 3DPC 11 3 0 09 Feb 2024
Linear Attention via Orthogonal Memory Jun Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Lingpeng Kong 34 3 0 18 Dec 2023
3D Analytics: Opportunities and Guidelines for Information Systems Research Gunther Gust T. Brandt O. Koppius Mark Rosenfelder Dirk Neumann 11 0 0 14 Aug 2023
Synthesizing realistic sand assemblies with denoising diffusion in latent space Nikolaos N. Vlassis WaiChing Sun K. Alshibli R. Regueiro DiffM 15 6 0 07 Jun 2023
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 9 7 0 27 Apr 2023
TUM-FAÇADE: Reviewing and enriching point cloud benchmarks for façade segmentation Olaf Wysocki L. Hoegner Uwe Stilla 23 4 0 14 Apr 2023
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Lingpeng Kong 3DV 39 9 0 14 Oct 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 25 32 0 08 Aug 2022
Simple Kinesthetic Haptics for Object Recognition A. Sintov Inbar Meir 17 2 0 11 Jun 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 19 59 0 07 Feb 2022
Survey and Systematization of 3D Object Detection Models and Methods Moritz Drobnitzky J. Friederich Bernhard Egger Patrick Zschech 3DPC 13 11 0 23 Jan 2022
Imbalanced Big Data Oversampling: Taxonomy, Algorithms, Software, Guidelines and Future Directions W. Sleeman R. Kapoor AI4TS 17 68 0 24 Jul 2021
UVStyle-Net: Unsupervised Few-shot Learning of 3D Style Similarity Measure for B-Reps Peter Meltzer Hooman Shayani Amir Khasahmadi P. Jayaraman Aditya Sanghi Joseph Lambourne 8 6 0 28 Apr 2021
Juggling With Representations: On the Information Transfer Between Imagery, Point Clouds, and Meshes for Multi-Modal Semantics D. Laupheimer Norbert Haala 3DPC 29 11 0 12 Mar 2021
The Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo Michael Kölle D. Laupheimer S. Schmohl Norbert Haala Franz Rottensteiner Jan Dirk Wegner H. Ledoux 3DPC 3DV 14 95 0 10 Feb 2021
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods Kaya Turgut H. Dutagaci G. Galopin David Rousseau 3DPC 3DV 13 45 0 21 Dec 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 16 25 0 08 Jun 2020
3D Self-Supervised Methods for Medical Imaging Aiham Taleb W. Loetzsch Noel Danz Julius Severin Thomas Gaertner Benjamin Bergner C. Lippert SSL 11 211 0 06 Jun 2020
Non-Rigid Volume to Surface Registration using a Data-Driven Biomechanical Model Micha Pfeiffer C. Riediger S. Leger J. Kühn D. Seppelt R. Hoffmann Jürgen Weitz Stefanie Speidel 13 40 0 29 May 2020
Finding Your (3D) Center: 3D Object Detection Using a Learned Loss David J. Griffiths Jan Boehm Tobias Ritschel 3DPC 11 8 0 06 Apr 2020
Quality Control of Neuron Reconstruction Based on Deep Learning Donghuan Lu Sujun Zhao Peng Xie Kai Ma Lijuan Liu Yefeng Zheng 3DV 15 0 0 19 Mar 2020
SynthCity: A large scale synthetic point cloud David J. Griffiths Jan Boehm 3DPC 3DV 14 57 0 10 Jul 2019
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 113 864 0 03 Feb 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 231 3,202 0 24 Nov 2016
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks Martin Engelcke Dushyant Rao Dominic Zeng Wang Chi Hay Tong Ingmar Posner 3DPC 190 519 0 21 Sep 2016
Indoor Semantic Segmentation using depth information Camille Couprie C. Farabet Laurent Najman Yann LeCun SSeg MDE 68 473 0 16 Jan 2013