VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification
出版年份 2022 全文链接
标题
VD-LAB: A view-decoupled network with local-global aggregation bridge for airborne laser scanning point cloud classification
作者
关键词
ALS Point Cloud, Classification, Deep Learning, Decoupled High-level Feature, Local–global Information Aggregation
出版物
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
Volume 186, Issue -, Pages 19-33
出版商
Elsevier BV
发表日期
2022-02-11
DOI
10.1016/j.isprsjprs.2022.01.012
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Classification of airborne 3D point clouds regarding separation of vegetation in complex environments
- (2021) Dimitri Bulatov et al. APPLIED OPTICS
- ConvPoint: Continuous convolutions for point cloud processing
- (2020) Alexandre Boulch COMPUTERS & GRAPHICS-UK
- Directionally constrained fully convolutional neural network for airborne LiDAR point cloud classification
- (2020) Congcong Wen et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Deep point embedding for urban classification using ALS point clouds: A new perspective from local to global
- (2020) Rong Huang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- LASDU: A Large-Scale Aerial LiDAR Dataset for Semantic Labeling in Dense Urban Areas
- (2020) Zhen Ye et al. ISPRS International Journal of Geo-Information
- 2019 IEEE GRSS Data Fusion Contest: Large-Scale Semantic 3D Reconstruction [Technical Committees]
- (2019) Bertrand Le Saux et al. IEEE Geoscience and Remote Sensing Magazine
- SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks
- (2018) Alexandre Boulch et al. COMPUTERS & GRAPHICS-UK
- DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
- (2018) Liang-Chieh Chen et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- A multi-scale fully convolutional network for semantic labeling of 3D point clouds
- (2018) Mohammed Yousefhussien et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
- (2017) Vijay Badrinarayanan et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds
- (2017) Loïc Landrieu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Large-scale estimation of change in aboveground biomass in miombo woodlands using airborne laser scanning and national forest inventory data
- (2017) Liviu Theodor Ene et al. REMOTE SENSING OF ENVIRONMENT
- Automated Reconstruction of Building LoDs from Airborne LiDAR Point Clouds Using an Improved Morphological Scale Space
- (2016) Bisheng Yang et al. Remote Sensing
- Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers
- (2015) Martin Weinmann et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Heihe Watershed Allied Telemetry Experimental Research (HiWATER): Scientific Objectives and Experimental Design
- (2013) Xin Li et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Computationally Efficient Method for the Generation of a Digital Terrain Model From Airborne LiDAR Data Using Connected Operators
- (2013) Domen Mongus et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Filtering airborne LiDAR data by embedding smoothness-constrained segmentation in progressive TIN densification
- (2013) Jixian Zhang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Contextual classification of lidar data and building object detection in urban areas
- (2013) Joachim Niemeyer et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Complete residential urban area reconstruction from dense aerial LiDAR point clouds
- (2012) Qian-Yi Zhou et al. GRAPHICAL MODELS
- Identifying vegetation from laser data in structured outdoor environments
- (2012) Kai M. Wurm et al. ROBOTICS AND AUTONOMOUS SYSTEMS
- 3D vegetation mapping using small‐footprint full‐waveform airborne laser scanners
- (2008) W. Wagner et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
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