Airborne LiDAR point cloud classification with global-local graph attention convolution neural network

Directionally constrained fully convolutional neural network for airborne LiDAR point cloud classification

(2020) Congcong Wen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Addressing overfitting on point cloud classification using Atrous XCRF

(2019) Hasan Asy’ari Arief et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Dynamic Graph CNN for Learning on Point Clouds

(2019) Yue Wang et al.   ACM TRANSACTIONS ON GRAPHICS

A Deep Neural Network With Spatial Pooling (DNNSP) for 3-D Point Cloud Classification

(2018) Zhen Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classifying airborne LiDAR point clouds via deep features learned by a multi-scale convolutional neural network

(2018) Ruibin Zhao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

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

Segmentation and Multi-Scale Convolutional Neural Network-Based Classification of Airborne Laser Scanner Data

(2018) Zhishuang Yang et al.   SENSORS

A novel spatiotemporal convolutional long short-term neural network for air pollution prediction

(2018) Congcong Wen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Convolutional Neural Network-Based 3D Semantic Labeling Method for ALS Point Clouds

(2017) Zhishuang Yang et al.   Remote Sensing

Context-dependent detection of non-linearly distributed points for vegetation classification in airborne LiDAR

(2016) Denis Horvat et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

PCANet: A Simple Deep Learning Baseline for Image Classification?

(2015) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep learning

(2015) Yann LeCun et al.   NATURE

Fully-Automated Power Line Extraction from Airborne Laser Scanning Point Clouds in Forest Areas

(2014) Lingli Zhu et al.   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

Wetland inundation mapping and change monitoring using Landsat and airborne LiDAR data

(2013) Chengquan Huang et al.   REMOTE SENSING OF ENVIRONMENT

SVM-Based Classification of Segmented Airborne LiDAR Point Clouds in Urban Areas

(2013) Jixian Zhang et al.   Remote Sensing

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Automated derivation of urban building density information using airborne LiDAR data and object-based method

(2010) Bailang Yu et al.   LANDSCAPE AND URBAN PLANNING

The DGPF-Test on Digital Airborne Camera Evaluation – Overview and Test Design

(2010) Michael Cramer   Photogrammetrie Fernerkundung Geoinformation

Airborne LiDAR for DEM generation: some critical issues

(2008) Xiaoye Liu   PROGRESS IN PHYSICAL GEOGRAPHY