Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion

12 March 2021

Saeed Anwar

Papers citing "Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion"

24 / 24 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
SWCF-Net: Similarity-weighted Convolution and Local-global Fusion for Efficient Large-scale Point Cloud Semantic Segmentation Zhenchao Lin Li He Hongqiang Yang Xiaoqun Sun Cuojin Zhang Weinan Chen Yisheng Guan Hong Zhang 3DPC 24 0 0 17 Jun 2024
SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection Yi Feng Yu Ma Qijun Chen Ioannis Pitas Rui Fan 37 5 0 29 Feb 2024
Instance-aware 3D Semantic Segmentation powered by Shape Generators and Classifiers Bo Sun Qixing Huang Xiangru Huang 3DV 3DPC 25 0 0 21 Nov 2023
3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning I. I. Ganapathi Fayaz Ali Sajid Javed Syed Sadaf Ali N. Werghi MedIm 3DV 8 1 0 17 Nov 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Elena Camuffo Umberto Michieli Simone Milani 3DPC 22 4 0 26 Jan 2023
3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation Ananya Jana H. Subhash Dimitris N. Metaxas 32 5 0 25 Jan 2023
Meta Architecture for Point Cloud Analysis Haojia Lin Xiawu Zheng Lijiang Li Fei Chao Sha Wang Yan Wang Yonghong Tian Rongrong Ji 3DPC 25 45 0 26 Nov 2022
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views Sheng-Ming Liang Yichen Liu Shangzhe Wu Yu-Wing Tai Chi-Keung Tang 28 7 0 22 Nov 2022
VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling Beiwen Tian Liyi Luo Hao Zhao Guyue Zhou 17 23 0 20 Oct 2022
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD Ziyin Zeng Yongyang Xu Zhong Xie Wei Tang Jie Wan Weichao Wu 3DPC 25 18 0 12 Oct 2022
Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental Model Ananya Jana H. Subhash Dimitris N. Metaxas 3DPC 27 10 0 16 Sep 2022
CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving Huimin Cheng Xian-Feng Han Guoqiang Xiao 3DPC 3DV 22 63 0 26 Jul 2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 16 0 0 04 Jul 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 22 8 0 21 Mar 2022
Contrastive Boundary Learning for Point Cloud Segmentation Liyao Tang Yibing Zhan Zhe Chen Baosheng Yu Dacheng Tao 3DPC 11 102 0 10 Mar 2022
Neighborhood Spatial Aggregation MC Dropout for Efficient Uncertainty-aware Semantic Segmentation in Point Clouds Chao Qi Jianqin Yin UQCV 3DPC BDL 17 2 0 05 Dec 2021
PU-Transformer: Point Cloud Upsampling Transformer Shi Qiu Saeed Anwar Nick Barnes 3DPC ViT 22 50 0 24 Nov 2021
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation Bin Ren Hao Tang N. Sebe 20 30 0 19 Oct 2021
Investigating Attention Mechanism in 3D Point Cloud Object Detection Shi Qiu Yunfan Wu Saeed Anwar Chongyi Li 3DPC 8 29 0 02 Aug 2021
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 139 620 0 21 Jul 2020
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 113 873 0 03 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 14,047 0 02 Dec 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 429 15,595 0 02 Nov 2015