Dong Chen

Orcid: 0000-0001-8118-3889

Affiliations:
  • Nanjing Forestry University, College of Civil Engineering, Nanjing, China
  • Beijing Normal University, The State Key Laboratory of Remote Sensing Science, Beijing, China (PhD 2013)


According to our database1, Dong Chen authored at least 49 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Segmentation of Individual Tree Points by Combining Marker-Controlled Watershed Segmentation and Spectral Clustering Optimization.
Remote. Sens., February, 2024

Shape-preserving mesh decimation for 3D building modeling.
Int. J. Appl. Earth Obs. Geoinformation, February, 2024

MI-NDT: Multiscale Iterative Normal Distribution Transform for Registering Large-Scale Outdoor Scans.
IEEE Trans. Geosci. Remote. Sens., 2024

PECo: A Point-Edge Collaborative Framework for Global-Aware Urban Building Contouring From Unstructured Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2024

Enhanced Local Feature Learning With Simple Offset Attention for Semantic Segmentation of Large-Scale Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2024

DA&MTSS: An End-to-End Remote Sensing Image Domain Adaptive Semantic Segmentation Framework Combining Data Augmentation and Mobile Threshold Self-Supervision.
IEEE Trans. Geosci. Remote. Sens., 2024

DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition.
CoRR, 2024

Semantic-aware room-level indoor modeling from point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2024

2023
EDPNet: An Encoding-Decoding Network with Pyramidal Representation for Semantic Image Segmentation.
Sensors, March, 2023

MC-UNet: Martian Crater Segmentation at Semantic and Instance Levels Using U-Net-Based Convolutional Neural Network.
Remote. Sens., January, 2023

Lightweight Reconstruction of Urban Buildings: Data Structures, Algorithms, and Future Directions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

GAGAT: Global Aware Graph Attention Network for 3D Classification and Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Feature Preserving Decimation of Urban Meshes.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
A Weakly Supervised Graph Deep Learning Framework for Point Cloud Registration.
IEEE Trans. Geosci. Remote. Sens., 2022

Uncertainty Quantification of Hyperspectral Image Denoising Frameworks Based on Sliding-Window Low-Rank Matrix Approximation.
IEEE Trans. Geosci. Remote. Sens., 2022

HCRB-MSAN: Horizontally Connected Residual Blocks-Based Multiscale Attention Network for Semantic Segmentation of Buildings in HSR Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

MFNet: Multi-Level Feature Extraction and Fusion Network for Large-Scale Point Cloud Classification.
Remote. Sens., 2022

Restoration of Individual Tree Missing Point Cloud Based on Local Features of Point Cloud.
Remote. Sens., 2022

A Gap-Based Method for LiDAR Point Cloud Division.
IEEE Geosci. Remote. Sens. Lett., 2022

A Graph Attention Network for Object Detection from Raw LiDAR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Hierarchical Aggregated Deep Features for ALS Point Cloud Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Curved Buildings Reconstruction From Airborne LiDAR Data by Matching and Deforming Geometric Primitives.
IEEE Trans. Geosci. Remote. Sens., 2021

Tunnel Reconstruction With Block Level Precision by Combining Data-Driven Segmentation and Model-Driven Assembly.
IEEE Trans. Geosci. Remote. Sens., 2021

GACM: A Graph Attention Capsule Model for the Registration of TLS Point Clouds in the Urban Scene.
Remote. Sens., 2021

Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data.
Remote. Sens., 2021

Point Cloud Classification Algorithm Based on the Fusion of the Local Binary Pattern Features and Structural Features of Voxels.
Remote. Sens., 2021

AFGL-Net: Attentive Fusion of Global and Local Deep Features for Building Façades Parsing.
Remote. Sens., 2021

Critical Points Extraction from Building Façades by Analyzing Gradient Structure Tensor.
Remote. Sens., 2021

2020
Geometric Primitives in LiDAR Point Clouds: A Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Multi-View Features Joint Learning with Label and Local Distribution Consistency for Point Cloud Classification.
Remote. Sens., 2020

Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation.
CoRR, 2020

TCM-ICP: Transformation Compatibility Measure for Registering Multiple LIDAR Scans.
CoRR, 2020

CSPC-Dataset: New LiDAR Point Cloud Dataset and Benchmark for Large-Scale Scene Semantic Segmentation.
IEEE Access, 2020

2019
A Novel Framework for 2.5-D Building Contouring From Large-Scale Residential Scenes.
IEEE Trans. Geosci. Remote. Sens., 2019

Content-Sensitive Multilevel Point Cluster Construction for ALS Point Cloud Classification.
Remote. Sens., 2019

Point Set Multi-Level Aggregation Feature Extraction Based on Multi-Scale Max Pooling and LDA for Point Cloud Classification.
Remote. Sens., 2019

Higher-Order Conditional Random Fields-Based 3D Semantic Labeling of Airborne Laser-Scanning Point Clouds.
Remote. Sens., 2019

A Flexible Architecture for Extracting Metro Tunnel Cross Sections from Terrestrial Laser Scanning Point Clouds.
Remote. Sens., 2019

3-D Deep Feature Construction for Mobile Laser Scanning Point Cloud Registration.
IEEE Geosci. Remote. Sens. Lett., 2019

2018
LiDAR Point Clouds to 3-D Urban Models: A Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Joint Clusters and Iterative Graph Cuts for ALS Point Cloud Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Multilevel Building Detection Framework in Remote Sensing Images Based on Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Prediction of Forest Structural Parameters Using Airborne Full-Waveform LiDAR and Hyperspectral Data in Subtropical Forests.
Remote. Sens., 2018

2017
Topologically Aware Building Rooftop Reconstruction From Airborne Laser Scanning Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2017

2015
A Multiscale and Hierarchical Feature Extraction Method for Terrestrial Laser Scanning Point Cloud Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

2014
A Structure-Aware Global Optimization Method for Reconstructing 3-D Tree Models From Terrestrial Laser Scanning Data.
IEEE Trans. Geosci. Remote. Sens., 2014

A Methodology for Automated Segmentation and Reconstruction of Urban 3-D Buildings from ALS Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2013
A spatial cognition-based urban building clustering approach and its applications.
Int. J. Geogr. Inf. Sci., 2013

A mathematical morphology-based multi-level filter of LiDAR data for generating DTMs.
Sci. China Inf. Sci., 2013


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