Liqiang Zhang

Int. J. Appl. Earth Obs. Geoinformation, August, 2023

Predicting Crop Growth Patterns with Spatial-Temporal Deep Feature Exploration for Early Mapping.

[BibT_eX]

[DOI]

Remote. Sens., July, 2023

Revolutionizing Remote Sensing Image Analysis With BESSL-Net: A Boundary-Enhanced Semi-Supervised Learning Network.

[BibT_eX]

[DOI]

Zhiyu Yi

Yuebin Wang

IEEE Trans. Geosci. Remote. Sens., 2023

Adaptive Context Transformer for Semisupervised Remote Sensing Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Spatiotemporal Interpolation Graph Convolutional Network for Estimating PM₂.₅ Concentrations Based on Urban Functional Zones.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Content-Adaptive Hierarchical Deep Learning Model for Detecting Arbitrary-Oriented Road Surface Elements Using MLS Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

AD-RoadNet: An Auxiliary-Decoding Road Extraction Network Improving Connectivity While Preserving Multiscale Road Details.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

SS-IPLE: Semantic Segmentation of Electric Power Corridor Scene and Individual Power Line Extraction From UAV-Based Lidar Point Cloud.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Fine-Grained Extraction of Road Networks via Joint Learning of Connectivity and Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Long-term spatio-temporal changes of wetlands in Tibetan Plateau and their response to climate change.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2023

2022

Life-Long Learning With Continual Spectral-Spatial Feature Distillation for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

DS<sup>4</sup>L: Deep Semisupervised Shared Subspace Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

DGCC-EB: Deep Global Context Construction With an Enabled Boundary for Land Use Mapping of CSMA.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Weakly Supervised Graph Deep Learning Framework for Point Cloud Registration.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Multispectral Scene Classification via Cross-Modal Knowledge Distillation.

[BibT_eX]

[DOI]

Hao Liu

Ying Qu

IEEE Trans. Geosci. Remote. Sens., 2022

DRFL-VAT: Deep Representative Feature Learning With Virtual Adversarial Training for Semisupervised Classification of Hyperspectral Image.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

DSL-BC: Deep Subspace Learning With Boundary Consistency for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

The 10-meter Winter Wheat Mapping in Shandong Province Using Sentinel-2 Data and Coarse Resolution Maps.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

HCRB-MSAN: Horizontally Connected Residual Blocks-Based Multiscale Attention Network for Semantic Segmentation of Buildings in HSR Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Extracting Buildings from Remote Sensing Images Using a Multitask Encoder-Decoder Network with Boundary Refinement.

[BibT_eX]

[DOI]

Remote. Sens., 2022

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

[BibT_eX]

[DOI]

Remote. Sens., 2022

Improving maize yield prediction at the county level from 2002 to 2015 in China using a novel deep learning approach.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2022

2021

Hierarchical Aggregated Deep Features for ALS Point Cloud Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

A Dense Feature Pyramid Network-Based Deep Learning Model for Road Marking Instance Segmentation Using MLS Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

SLCRF: Subspace Learning With Conditional Random Field for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Tunnel Reconstruction With Block Level Precision by Combining Data-Driven Segmentation and Model-Driven Assembly.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Land-Use Mapping for High-Spatial Resolution Remote Sensing Image Via Deep Learning: A Review.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

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

[BibT_eX]

[DOI]

Remote. Sens., 2021

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

[BibT_eX]

[DOI]

Remote. Sens., 2021

2020

WeGAN: Deep Image Hashing With Weighted Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Deep Learning for Multilabel Remote Sensing Image Annotation With Dual-Level Semantic Concepts.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Supervised High-Level Feature Learning With Label Consistencies for Object Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Latent Relationship Guided Stacked Sparse Autoencoder for Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Topology-Enhanced Urban Road Extraction via a Geographic Feature-Enhanced Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding.

[BibT_eX]

[DOI]

CoRR, 2020

Study of an SCSG-OSM for the Creation of an Urban Three-Dimensional Building.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Self-Supervised Feature Learning With CRF Embedding for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

PSASL: Pixel-Level and Superpixel-Level Aware Subspace Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

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

[BibT_eX]

[DOI]

Remote. Sens., 2019

Fast and Error-Bounded Space-Variant Bilateral Filtering.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2019

MVF-CNN: Fusion of Multilevel Features for Large-Scale Point Cloud Classification.

[BibT_eX]

[DOI]

IEEE Access, 2019

3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks.

[BibT_eX]

[DOI]

Rongtian Ye

Fangyu Liu

Proceedings of the Advances in Artificial Intelligence, 2019

2018

Joint Discriminative Dictionary and Classifier Learning for ALS Point Cloud Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Deep Learning-Based Classification and Reconstruction of Residential Scenes From Large-Scale Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

LRAGE: Learning Latent Relationships With Adaptive Graph Embedding for Aerial Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Self-Supervised Low-Rank Representation (SSLRR) for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Joint Margin, Cograph, and Label Constraints for Semisupervised Scene Parsing From Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

2017

Learning a Discriminative Distance Metric With Label Consistency for Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Classification of Urban Point Clouds: A Robust Supervised Approach With Automatically Generating Training Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A feature extraction and similarity metric-learning framework for urban model retrieval.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2017

3D tree modeling from incomplete point clouds via optimization and L1-MST.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2017

3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Interactive Urban Context-Aware Visualization via Multiple Disocclusion Operators.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

A Multilevel Point-Cluster-Based Discriminative Feature for ALS Point Cloud Classification.

[BibT_eX]

[DOI]

Zhenxin Zhang

Xiaohua Tong

IEEE Trans. Geosci. Remote. Sens., 2016

Discriminative-Dictionary-Learning-Based Multilevel Point-Cluster Features for ALS Point-Cloud Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

A Local Structure and Direction-Aware Optimization Approach for Three-Dimensional Tree Modeling.

[BibT_eX]

[DOI]

Jie Mei

IEEE Trans. Geosci. Remote. Sens., 2016

A Three-Step Approach for TLS Point Cloud Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Occlusion-Free Visualization of Important Geographic Features in 3D Urban Environments.

[BibT_eX]

[DOI]

Xiang Xu

ISPRS Int. J. Geo Inf., 2016

Joint shape and color descriptors for 3D urban model retrieval.

[BibT_eX]

[DOI]

Xiaojing Yao

Chunming Han

Int. J. Digit. Earth, 2016

2015

A Multiscale and Hierarchical Feature Extraction Method for Terrestrial Laser Scanning Point Cloud Classification.

[BibT_eX]

[DOI]

Zhen Wang

Tian Fang

IEEE Trans. Geosci. Remote. Sens., 2015

A Gestalt rules and graph-cut-based simplification framework for urban building models.

[BibT_eX]

[DOI]

Yuebin Wang

Hao Deng

Int. J. Appl. Earth Obs. Geoinformation, 2015

2014

Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

A Structure-Aware Global Optimization Method for Reconstructing 3-D Tree Models From Terrestrial Laser Scanning Data.

[BibT_eX]

[DOI]

Zhen Wang

Tian Fang

Huamin Qu

Dong Chen

Yuebin Wang

IEEE Trans. Geosci. Remote. Sens., 2014

A Methodology for Automated Segmentation and Reconstruction of Urban 3-D Buildings from ALS Point Clouds.

[BibT_eX]

[DOI]

Dong Chen