Ming Cheng

Orcid: 0000-0001-6480-6482

Affiliations:
  • Xiamen University, School of Information Science and Engineering, Fujian Key Laboratory of Sensing and Computing for Smart City, China
  • Tsinghua University, Beijing, China (PhD 2004)


According to our database1, Ming Cheng authored at least 53 papers between 2014 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
A Survey of Point Cloud Completion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds.
CoRR, 2024

2023
Adaptive local adversarial attacks on 3D point clouds.
Pattern Recognit., December, 2023

Category-Level Adversaries for Outdoor LiDAR Point Clouds Cross-Domain Semantic Segmentation.
IEEE Trans. Intell. Transp. Syst., February, 2023

STCLoc: Deep LiDAR Localization With Spatio-Temporal Constraints.
IEEE Trans. Intell. Transp. Syst., January, 2023

Prototype-Guided Multitask Adversarial Network for Cross-Domain LiDAR Point Clouds Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Novel Convolutions for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Spatial Adaptive Fusion Consistency Contrastive Constraint: Weakly Supervised Building Facade Point Cloud Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Multistage Scene-Level Constraints for Large-Scale Point Cloud Weakly Supervised Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

2022
GCN-Based Pavement Crack Detection Using Mobile LiDAR Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2022

DFAN: Dual-Branch Feature Alignment Network for Domain Adaptation on Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2022

Dense Point Cloud Completion Based on Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Corrigendum to "LiDAR-based localization using universal encoding and memory-aware regression" Pattern Recognition Volume 128 (2022) 108685.
Pattern Recognit., 2022

LiDAR-based localization using universal encoding and memory-aware regression.
Pattern Recognit., 2022

DLA-Net: Learning dual local attention features for semantic segmentation of large-scale building facade point clouds.
Pattern Recognit., 2022

Learning scale awareness in keypoint extraction and description.
Pattern Recognit., 2022

Local Fusion Attention Network for Semantic Segmentation of Building Facade Point Clouds.
IEEE Geosci. Remote. Sens. Lett., 2022

Planar Primitive Group-Based Point Cloud Registration for Autonomous Vehicle Localization in Underground Parking Lots.
IEEE Geosci. Remote. Sens. Lett., 2022

2D3D-MVPNet: Learning cross-domain feature descriptors for 2D-3D matching based on multi-view projections of point clouds.
Appl. Intell., 2022

Multi-Graph Fusion Networks for Urban Region Embedding.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

FedRME: Federated Road Markings Extraction from Mobile LiDAR Point Clouds.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

2021
Y-Net: Learning Domain Robust Feature Representation for ground camera image and large-scale image-based point cloud registration.
Inf. Sci., 2021

Matching 2D Image Patches and 3D Point Cloud Volumes by Learning Local Cross-domain Feature Descriptors.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2021

CovidPass: A Contactless Check-in System for Keeping Social Distance in Public Health Crisis.
Proceedings of the 2021 IEEE SmartWorld, 2021

Learning Cross-Domain Descriptors for 2D-3D Matching with Hard Triplet Loss and Spatial Transformer Network.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Predicting the spread of COVID-19 in China with human mobility data.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
N-DPC: Dense 3D Point Cloud Completion Based on Improved Multi-Stage Network.
Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020

2019
Ship Detection Using a Fully Convolutional Network with Compact Polarimetric SAR Images.
Remote. Sens., 2019

NormalNet: A voxel-based CNN for 3D object classification and retrieval.
Neurocomputing, 2019

iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data.
Proceedings of the 2019 IEEE SmartWorld, 2019

RF-Net: An End-To-End Image Matching Network Based on Receptive Field.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

LO-Net: Deep Real-Time Lidar Odometry.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
3-D Road Boundary Extraction From Mobile Laser Scanning Data via Supervoxels and Graph Cuts.
IEEE Trans. Intell. Transp. Syst., 2018

A Modified Framework for Ship Detection from Compact Polarization SAR Image.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Traffic Sign Occlusion Detection Using Mobile Laser Scanning Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2017

Solar Potential Analysis Method Using Terrestrial Laser Scanning Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Extraction and Classification of Road Markings Using Mobile Laser Scanning Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Tree Classification in Complex Forest Point Clouds Based on Deep Learning.
IEEE Geosci. Remote. Sens. Lett., 2017

2016
Local quality assessment of point clouds for indoor mobile mapping.
Neurocomputing, 2016

Robust vehicle detection by combining deep features with exemplar classification.
Neurocomputing, 2016

Partial Procedural Geometric Model Fitting for Point Clouds.
CoRR, 2016

Superpixel-based coastline extraction in SAR images with speckle noise removal.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Road network extraction via deep learning and line integral convolution.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A Feature-Based Mutual Information and Wavelet Method for Image Fusion.
Proceedings of the Intelligent Autonomous Systems 14, 2016

2015
Combinative hypergraph learning for semi-supervised image classification.
Neurocomputing, 2015

Single-image super-resolution in RGB space via group sparse representation.
IET Image Process., 2015

Automated Object Extraction from MLS Data: A Survey.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Turning mobile laser scanning points into 2D/3D on-road object models: Current status.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014
Object Detection in Terrestrial Laser Scanning Point Clouds Based on Hough Forest.
IEEE Geosci. Remote. Sens. Lett., 2014

Sparse Representation Based Pansharpening Using Trained Dictionary.
IEEE Geosci. Remote. Sens. Lett., 2014

Earthwork volumes estimation in asphalt pavement reconstruction using a mobile laser scanning systerm.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Triple-Surface Structure Extraction and Fitting for Control Point Positioning in LiDAR Point Clouds.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014


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