Faint Echo Extraction from ALB Waveforms Using a Point Cloud Semantic Segmentation Model by Yifan Huang, Yan He, Xiaolei Zhu, Jiayong Yu, Yongqiang Chen

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SS-IPLE: Semantic Segmentation of Electric Power Corridor Scene and Individual Power Line Extraction From UAV-Based Lidar Point Cloud by Xiuning Liu, Feng Shuang, Yong Li, Liqiang Zhang, Xingwen Huang, Jianchuang Qin

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Integrating Contextual Information and Attention Mechanisms with Sparse Convolution for the Extraction of Internal Objects within Buildings from Three-Dimensional Point Clouds by Mingyang Yu, Zhongxu Li, Qiuxiao Xu, Fei Su, Xin Chen, Weikang Cui, Qingrui Ji

Subjects: “…point cloud semantic segmentation…”
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IPCONV: Convolution with Multiple Different Kernels for Point Cloud Semantic Segmentation by Ruixiang Zhang, Siyang Chen, Xuying Wang, Yunsheng Zhang

Subjects: “…point cloud semantic segmentation…”
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Fast and Lite Point Cloud Semantic Segmentation for Autonomous Driving Utilizing LiDAR Synthetic Training Data by Jimin Jeong, Hamin Song, Jaehyun Park, Paulo Resende, Benazouz Bradai, Kichun Jo

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Multi-Feature Aggregation for Semantic Segmentation of an Urban Scene Point Cloud by Jiaqing Chen, Yindi Zhao, Congtang Meng, Yang Liu

Subjects: “…point cloud semantic segmentation…”
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An Inverse Node Graph-Based Method for the Urban Scene Segmentation of 3D Point Clouds by Bufan Zhao, Xianghong Hua, Kegen Yu, Xiaoxing He, Weixing Xue, Qiqi Li, Hanwen Qi, Lujie Zou, Cheng Li

Subjects: “…point cloud semantic segmentation…”
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LEST: Large-Scale LiDAR Semantic Segmentation With Deployment-Friendly Transformer Architecture by Chuanyu Luo, Nuo Cheng, Sikun Ma, Han Li, Xiaohan Li, Shengguang Lei, Pu Li

Subjects: “…Point cloud semantic segmentation…”
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CRBeDaSet: A Benchmark Dataset for High Accuracy Close Range 3D Object Reconstruction by Grzegorz Gabara, Piotr Sawicki

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Image-point cloud embedding network for simultaneous image-based farmland instance extraction and point cloud-based semantic segmentation by Jinpeng Li, Yuan Li, Shuhang Zhang, Yiping Chen

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Real-Time Inspection System for Ballast Railway Fasteners Based on Point Cloud Deep Learning by Hao Cui, Jian Li, Qingwu Hu, Qingzhou Mao

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Three-Dimensional Reconstruction, Phenotypic Traits Extraction, and Yield Estimation of Shiitake Mushrooms Based on Structure from Motion and Multi-View Stereo by Xingmei Xu, Jiayuan Li, Jing Zhou, Puyu Feng, Helong Yu, Yuntao Ma

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PointMM: Point Cloud Semantic Segmentation CNN under Multi-Spatial Feature Encoding and Multi-Head Attention Pooling by Ruixing Chen, Jun Wu, Ying Luo, Gang Xu

Subjects: “…point cloud semantic segmentation…”
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3D-UMamba: 3D U-Net with state space model for semantic segmentation of multi-source LiDAR point clouds by Dening Lu, Linlin Xu, Jun Zhou, Kyle Gao, Zheng Gong, Dedong Zhang

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Memory-Augmented 3D Point Cloud Semantic Segmentation Network for Intelligent Mining Shovels by Yunhao Cui, Zhihui Zhang, Yi An, Zhidan Zhong, Fang Yang, Junhua Wang, Kui He

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A Handheld LiDAR-Based Semantic Automatic Segmentation Method for Complex Railroad Line Model Reconstruction by Junjie Chen, Qian Su, Yunbin Niu, Zongyu Zhang, Jinghao Liu

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Comparison of 2D and 3D vegetation species mapping in three natural scenarios using UAV-LiDAR point clouds and improved deep learning methods by Liwei Deng, Bolin Fu, Yan Wu, Hongchang He, Weiwei Sun, Mingming Jia, Tengfang Deng, Donglin Fan

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Semantic segmentation of 3D point cloud based on contextual attention CNN by Jun YANG, Jisheng DANG

Subjects: “…3D point cloud;semantic segmentation;contextual attention convolution layer;convolutional neural network;deep learning…”
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Unstructured road semantic segmentation method based on 3D point cloud of open pit mine by Caiwu LU, Jianan XUE, Meng LI, Shengyu YAN, sai ZHANG, Song JIANG, Runfeng HE

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Truck Lifting Accident Detection Method Based on Improved PointNet++ for Container Terminals by Yang Shen, Xintai Man, Jiaqi Wang, Yujie Zhang, Chao Mi

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