Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial
Photogrammetric 3D Pointcloud Dataset

Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset

23 December 2020

Dario Mantegazza

Gabriele Abbate

Alessandro Giusti

Papers citing "Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset"

18 / 18 papers shown

Title
Turin3D: Evaluating Adaptation Strategies under Label Scarcity in Urban LiDAR Segmentation with Semi-Supervised Techniques Luca Barco Giacomo Blanco Gaetano Chiriaco Alessia Intini Luigi La Riccia Vittorio Scolamiero Piero Boccardo Paolo Garza F. Dominici 3DPC 29 0 0 08 Apr 2025
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes Weixiao Gao Liangliang Nan H. Ledoux 3DV 3DPC 43 0 0 19 Mar 2025
Ground Awareness in Deep Learning for Large Outdoor Point Cloud Segmentation Kevin Qiu Dimitri Bulatov Dorota Iwaszczuk 3DPC 52 0 0 30 Jan 2025
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
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation Sushmita Sarker Prithul Sarker Gunner Stone Ryan Gorman Alireza Tavakkoli G. Bebis Javad Sattarvand 3DPC 3DV 24 12 0 20 May 2024
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation Iaroslav Melekhov Anand Umashankar Hyeong-Jin Kim Vladislav Serkov Dusty Argyle 3DV 21 2 0 16 Apr 2024
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty Luca Mossina Joseba Dalmau Léo Andéol UQCV 33 11 0 16 Apr 2024
OpenTrench3D: A Photogrammetric 3D Point Cloud Dataset for Semantic Segmentation of Underground Utilities Lasse H. Hansen S. B. Jensen M. P. Philipsen Andreas Møgelmose Lars Bodum T. Moeslund 3DPC 34 2 0 11 Apr 2024
HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point clouds Maosu Li Yijie Wu A. G. Yeh Fan Xue 3DV 3DPC 26 3 0 16 Jul 2023
UrbanBIS: a Large-scale Benchmark for Fine-grained Urban Building Instance Segmentation Guoqing Yang Fuyou Xue Qi Zhang Ke Xie Chi-Wing Fu Hui Huang 3DV 27 25 0 04 May 2023
Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models Matthew Howe Boris Repasky Timothy Payne 3DPC 14 0 0 29 Nov 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 79 73 0 10 Oct 2022
STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset Meida Chen Qingyong Hu Zifan Yu Hugues Thomas Andrew Feng Yu Hou Kyle McCullough Fengbo Ren L. Soibelman SLR AI4TS 16 63 0 17 Mar 2022
City3D: Large-Scale Building Reconstruction from Airborne LiDAR Point Clouds Jin Huang J. Stoter Ravi Peters Liangliang Nan 3DV 21 37 0 25 Jan 2022
3D Instance Segmentation of MVS Buildings Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 16 23 0 18 Dec 2021
Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges Shen Wang M. Qureshi Luis Miralles-Pechuán Thien Huynh-The Thippa Reddy Gadekallu Madhusanka Liyanage 8 22 0 09 Dec 2021
Efficient Urban-scale Point Clouds Segmentation with BEV Projection Zhenhong Zou Yizhe Li 3DPC 34 8 0 19 Sep 2021
SUM: A Benchmark Dataset of Semantic Urban Meshes Weixiao Gao Liangliang Nan B. Boom H. Ledoux 3DV 80 56 0 27 Feb 2021