Scan-based Semantic Segmentation of LiDAR Point Clouds: An Experimental
Study

Scan-based Semantic Segmentation of LiDAR Point Clouds: An Experimental Study

6 April 2020

Larissa T. Triess

Christoph B. Rist

Johann Marius Zöllner

Papers citing "Scan-based Semantic Segmentation of LiDAR Point Clouds: An Experimental Study"

14 / 14 papers shown

Title
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
Trainable Pointwise Decoder Module for Point Cloud Segmentation Bike Chen Woong Shin Antti Tikänmaki Hao Lu 3DPC 33 2 0 02 Aug 2024
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando Spyros Gidaris Andrei Bursuc Gilles Puy Alexandre Boulch Renaud Marlet ViT 3DPC 12 71 0 24 Jan 2023
Analyzing Deep Learning Representations of Point Clouds for Real-Time In-Vehicle LiDAR Perception Marc Uecker Tobias Fleck Marcel Pflugfelder J. Marius Zöllner 3DPC 23 9 0 26 Oct 2022
Uncertainty-aware LiDAR Panoptic Segmentation Kshitij Sirohi Sajad Marvi Daniel Buscher Wolfram Burgard 3DPC UQCV 32 6 0 10 Oct 2022
What Can be Seen is What You Get: Structure Aware Point Cloud Augmentation Frederik Hasecke Martin Alsfasser A. Kummert 3DPC 28 7 0 20 Jun 2022
HALS: A Height-Aware Lidar Super-Resolution Framework for Autonomous Driving George Eskandar Sanjeev Sudarsan Karim Guirguis Janaranjani Palaniswamy Bharath Somashekar Bin Yang 11 6 0 08 Feb 2022
Semi-Local Convolutions for LiDAR Scan Processing Larissa T. Triess David Peter J. Marius Zöllner 3DPC 26 3 0 30 Nov 2021
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation Pascal Colling Matthias Rottmann L. Roese-Koerner Hanno Gottschalk 3DPC 24 3 0 29 Oct 2021
Context-aware Padding for Semantic Segmentation Yu-Hui Huang M. Proesmans Luc Van Gool SSeg VLM 16 4 0 16 Sep 2021
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding Kunyu Peng Juncong Fei Kailun Yang Alina Roitberg Jiaming Zhang Frank Bieder Philipp Heidenreich Christoph Stiller Rainer Stiefelhagen 3DPC 17 43 0 01 Jul 2021
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module Martin Gerdzhev Ryan Razani E. Taghavi Bingbing Liu 3DPC 110 70 0 24 Aug 2020
KPRNet: Improving projection-based LiDAR semantic segmentation Deyvid Kochanov F. Karimi Nejadasl O. Booij 3DPC 14 73 0 24 Jul 2020
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,637 0 02 Nov 2015