A convolutional neural network-based semantic clustering method for als point clouds

被引：0
|
作者：
Li, Zezhou [1 ]
Tan, Tianran [1 ]
Yuan, Yizhe [1 ]
Yin, Changqing [1 ]
机构：
[1] School of Software Engineering, Tongji University, Shanghai, China
来源：
Communications in Computer and Information Science | 2019年 / 1138 CCIS卷
关键词：
Airborne Laser scanning - Clustering methods - Extracting information - Learning-based methods - Point cloud - Semantic clustering - Single images - Superpixel segmentations;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
34
引用
收藏
页码：228 / 240
相关论文
共 50 条
  • [1] A Convolutional Neural Network-Based 3D Semantic Labeling Method for ALS Point Clouds
    Yang, Zhishuang
    Jiang, Wanshou
    Xu, Bo
    Zhu, Quansheng
    Jiang, San
    Huang, Wei
    REMOTE SENSING, 2017, 9 (09)
  • [2] SEMANTIC SEGMENTATION OF INDOOR POINT CLOUDS USING CONVOLUTIONAL NEURAL NETWORK
    Babacan, K.
    Chen, L.
    Sohn, G.
    4TH INTERNATIONAL GEOADVANCES WORKSHOP - GEOADVANCES 2017: ISPRS WORKSHOP ON MULTI-DIMENSIONAL & MULTI-SCALE SPATIAL DATA MODELING, 2017, 4-4 (W4): : 101 - 108
  • [3] Point-based Attention Convolutional Neural Networks for Point Clouds Semantic Segmentation
    Li, Ying
    Li, Qing
    ACM International Conference Proceeding Series, 2022, : 1642 - 1647
  • [4] 3D convolutional neural network for semantic scene segmentation based on unstructured point clouds
    Zhang R.
    Wang Y.
    Li G.
    Han Z.
    Li J.
    Li C.
    International Journal of Performability Engineering, 2018, 14 (07) : 1503 - 1512
  • [5] Convolutional Neural Network-Based Method for Predicting Oxygen Content at the End Point of Converter
    Wang, Zhongliang
    Bao, Yanping
    Gu, Chao
    STEEL RESEARCH INTERNATIONAL, 2023, 94 (01)
  • [6] Connectivity-based convolutional neural network for classifying point clouds
    Lee, Jinwon
    Cheon, Sang-Uk
    Yang, Jeongsam
    PATTERN RECOGNITION, 2021, 112
  • [7] A Registration Method for 3D Point Clouds with Convolutional Neural Network
    Ai, Shangyou
    Jia, Lei
    Zhuang, Chungang
    Ding, Han
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2017, PT III, 2017, 10464 : 377 - 387
  • [8] Convolutional neural network-based recognition method for volleyball movements
    Wang, Hua
    Jin, Xiaojiao
    Zhang, Tianyang
    Wang, Jianbin
    HELIYON, 2023, 9 (08)
  • [9] A Convolutional Neural Network-Based Relative Radiometric Calibration Method
    Li, Xutao
    Ye, Zhizi
    Ye, Yunming
    Hu, Xiuqing
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [10] A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds
    Cennamo, Alessandro
    Kaestner, Florian
    Kummert, Anton
    NEURAL PROCESSING LETTERS, 2021, 53 (05) : 3217 - 3235
12345