Liang Cheng

Orcid: 0000-0002-4491-6681

Affiliations:

Nanjing University, Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology / Collaborative Innovation Center for the South Sea Studies / Collaborative Innovation Center of Novel Software Technology and Industrialization / School of Geographic and Oceanographic Sciences, China

According to our database¹, Liang Cheng authored at least 73 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Evaluation of Ten Deep-Learning-Based Out-of-Distribution Detection Methods for Remote Sensing Image Scene Classification.

[BibT_eX]

[DOI]

Remote. Sens., May, 2024

Multi-modal person re-identification based on transformer relational regularization.

[BibT_eX]

[DOI]

Inf. Fusion, March, 2024

Robust Land Cover Classification With Local-Global Information Decoupling to Address Remote Sensing Anomalous Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Synthetic Data Generation Based on Multistage Blending Strategy for Airport Runway Detection in Areas of Heterogeneous Land Cover From Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Automatic labelling framework for optical remote sensing object detection samples in a wide area using deep learning.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

SDG: A global large-scale airport perception disparity cognition modeling method based on deep learning and geographic knowledge.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Land-sea classification based on the fast feature detection model for ICESat-2 ATL03 datasets.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2024

Satellite remote sensing and bathymetry co-driven deep neural network for coral reef shallow water benthic habitat classification.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Large dam candidate region identification from multi-source remote sensing images via a random forest and spatial analysis approach.

[BibT_eX]

[DOI]

Int. J. Digit. Earth, December, 2023

Study on Road Network Vulnerability Considering the Risk of Landslide Geological Disasters in China's Tibet.

[BibT_eX]

[DOI]

Remote. Sens., September, 2023

A Comprehensive Evaluation of Machine Learning and Classical Approaches for Spaceborne Active-Passive Fusion Bathymetry of Coral Reefs.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., September, 2023

FSPN: End-to-end full-space pooling weakly supervised network for benthic habitat mapping using remote sensing images.

[BibT_eX]

[DOI]

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

S&GDA: An Unsupervised Domain Adaptive Semantic Segmentation Framework Considering Both Imaging Scene and Geometric Domain Shifts.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Airport detection in remote sensing real-open world using deep learning.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

2022

Structure-Aware Weakly Supervised Network for Building Extraction From Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Verification of Dam Spatial Location in Open Datasets Based on Geographic Knowledge and Deep Learning.

[BibT_eX]

[DOI]

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

Framework for Runway's True Heading Extraction in Remote Sensing Images Based on Deep Learning and Semantic Constraints.

[BibT_eX]

[DOI]

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

An Improved Framework for Airport Detection Under the Complex and Wide Background.

[BibT_eX]

[DOI]

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

2021

Framework for Unknown Airport Detection in Broad Areas Supported by Deep Learning and Geographic Analysis.

[BibT_eX]

[DOI]

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

Validation of Global Airport Spatial Locations From Open Databases Using Deep Learning for Runway Detection.

[BibT_eX]

[DOI]

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

Transnational Accessibility between Residential Areas Based on Multimodal Transport System.

[BibT_eX]

[DOI]

Nan Xia

Liang Cheng

Manchun Li

ISPRS Int. J. Geo Inf., 2021

Detecting unknown dams from high-resolution remote sensing images: A deep learning and spatial analysis approach.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2021

2020

Mapping National-Scale Croplands in Pakistan by Combining Dynamic Time Warping Algorithm and Density-Based Spatial Clustering of Applications with Noise.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Oil Flow Analysis in the Maritime Silk Road Region Using AIS Data.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2020

2019

Technical Framework for Shallow-Water Bathymetry With High Reliability and No Missing Data Based on Time-Series Sentinel-2 Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

A GIS-Based Spatial-Temporal Autoregressive Model for Forecasting Marine Traffic Volume of a Shipping Network.

[BibT_eX]

[DOI]

Sci. Program., 2019

Hierarchical Classification of Urban ALS Data by Using Geometry and Intensity Information.

[BibT_eX]

[DOI]

Sensors, 2019

A Hierarchical Airport Detection Method Using Spatial Analysis and Deep Learning.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Mapping Urban Areas Using a Combination of Remote Sensing and Geolocation Data.

[BibT_eX]

[DOI]

Nan Xia

Liang Cheng

Manchun Li

Remote. Sens., 2019

Automated Extraction of Built-Up Areas by Fusing VIIRS Nighttime Lights and Landsat-8 Data.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Carbon Dioxide Emissions Stimulation and Analysis Based On City Industrial Structure and DMSP-OLS Nighttime Light Data.

[BibT_eX]

[DOI]

Shuyi Li

Liang Cheng

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A Symmetry-Based Method for LiDAR Point Registration.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Registration of Laser Scanning Point Clouds: A Review.

[BibT_eX]

[DOI]

Sensors, 2018

2017

Segmentation of Individual Trees From TLS and MLS Data.

[BibT_eX]

[DOI]

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

Use of Tencent Street View Imagery for Visual Perception of Streets.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2017

LiDAR-based three-dimensional street landscape indices for urban habitability.

[BibT_eX]

[DOI]

Earth Sci. Informatics, 2017

Demarcation of prime farmland protection areas from high-resolution satellite imagery.

[BibT_eX]

[DOI]

Nan Xia

Manchun Li

Liang Cheng

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Hierarchical Filtering Strategy for Registration of Remote Sensing Images of Coral Reefs.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Three-Dimensional Reconstruction of Building Roofs from Airborne LiDAR Data Based on a Layer Connection and Smoothness Strategy.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Building Point Detection from Vehicle-Borne LiDAR Data Based on Voxel Group and Horizontal Hollow Analysis.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Autonomic visiting in digital 3D scenes.

[BibT_eX]

[DOI]

Song Chen

Liang Cheng

Manchun Li

Earth Sci. Informatics, 2016

A WebGIS-based teaching assistant system for geography field practice (TASGFP).

[BibT_eX]

[DOI]

Br. J. Educ. Technol., 2016

A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2016

2015

Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Integration of Hyperspectral Imagery and Sparse Sonar Data for Shallow Water Bathymetry Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Framework for Evaluating Visual and Geometric Quality of Three-Dimensional Models.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Technical Framework of Feature Extraction Based on Pixel-Level SAR Image Time Series.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Three-Dimensional Reconstruction of Large Multilayer Interchange Bridge Using Airborne LiDAR Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

River Detection in Remotely Sensed Imagery Using Gabor Filtering and Path Opening.

[BibT_eX]

[DOI]

Remote. Sens., 2015

Using Octrees to Detect Changes to Buildings and Trees in the Urban Environment from Airborne LiDAR Data.

[BibT_eX]

[DOI]

Remote. Sens., 2015

Hierarchical Registration Method for Airborne and Vehicle LiDAR Point Cloud.

[BibT_eX]

[DOI]

Remote. Sens., 2015

Shiftable Leading Point Method for High Accuracy Registration of Airborne and Terrestrial LiDAR Data.

[BibT_eX]

[DOI]

Remote. Sens., 2015

Data decomposition method for parallel polygon rasterization considering load balancing.

[BibT_eX]

[DOI]

Comput. Geosci., 2015

Flood inundation extent mapping based on block compressed tracing.

[BibT_eX]

[DOI]

Comput. Geosci., 2015

2014

River Delineation from Remotely Sensed Imagery Using a Multi-Scale Classification Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Integration of LiDAR Data and Orthophoto for Automatic Extraction of Parking Lot Structure.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

E<sup>2</sup>LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Multiscale Grid Method for Detection and Reconstruction of Building Roofs from Airborne LiDAR Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples.

[BibT_eX]

[DOI]

Remote. Sens., 2014

Extraction of Urban Power Lines from Vehicle-Borne LiDAR Data.

[BibT_eX]

[DOI]

Remote. Sens., 2014

Sub-pixel change detection for urban land-cover analysis via multi-temporal remote sensing images.

[BibT_eX]

[DOI]

Geo spatial Inf. Sci., 2014

Parallel relative radiometric normalisation for remote sensing image mosaics.

[BibT_eX]

[DOI]

Comput. Geosci., 2014

A parallel algorithm for constructing Voronoi diagrams based on point-set adaptive grouping.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2014

Process of airborne lidar data for detection of complex overpass.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Geoinformatics, 2014

2013

Semi-Automatic Registration of Airborne and Terrestrial Laser Scanning Data Using Building Corner Matching with Boundaries as Reliability Check.

[BibT_eX]

[DOI]

Remote. Sens., 2013

Parallel scanline algorithm for rapid rasterization of vector geographic data.

[BibT_eX]

[DOI]

Comput. Geosci., 2013

An automatic technique for registering airborne and terrestrial LiDAR data.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Geoinformatics, 2013

Using unmanned aerial vehicle for remote sensing application.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Geoinformatics, 2013

2012

Grid interpolation algorithm based on nearest neighbor fast search.

[BibT_eX]

[DOI]

Earth Sci. Informatics, 2012

Remote sensing image matching by integrating affine invariant feature extraction and RANSAC.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2012

Change detection of land cover in Lushan based on TM remote sensing.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Geoinformatics, 2012

A research on 3D reconstruction of building rooftop models from LiDAR data and orthophoto.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Geoinformatics, 2012

Liang Cheng

Timeline

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