Mengmeng Zhang

Orcid: 0000-0002-5724-9785

Affiliations:

Beijing Institute of Technology, Beijing, China

According to our database¹, Mengmeng Zhang authored at least 77 papers between 2016 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2025

An Adaptive Weighted Metric Learning Network Based on Fractional Domain Decoupling for Hyperspectral Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2025

SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models.

[BibT_eX]

[DOI]

CoRR, August, 2025

Distribution-Independent Domain Generalization for Multisource Remote Sensing Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., July, 2025

Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, July, 2025

LHAS: A Lightweight Network Based on Hierarchical Attention for Hyperspectral Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

A Lightweight Spatial-Spectral Deformable CNN for UAV Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

Unsupervised Domain Adaptation With Hierarchical Masked Dual-Adversarial Network for End-to-End Classification of Multisource Remote Sensing Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

MGCD: Change Detection Focuses on Multiscale Style Domain Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

2024

A Multistage Information Complementary Fusion Network Based on Flexible-Mixup for HSI-X Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2024

Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2024

Fractional Fourier Image Transformer for Multimodal Remote Sensing Data Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2024

Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2024

SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Relationship Learning From Multisource Images via Spatial-Spectral Perception Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Intermediate Domain Prototype Contrastive Adaptation for Spartina alterniflora Segmentation Using Multitemporal Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Remote Sensing Collaborative Classification Using Multimodal Adaptive Modulation Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

GCCD: A Generative Cross-Domain Change Detection Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Unbalanced Class Learning Network With Scale-Adaptive Perception for Complicated Scene in Remote Sensing Images Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

FPNFormer: Rethink the Method of Processing the Rotation-Invariance and Rotation-Equivariance on Arbitrary-Oriented Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

LIRnet: Lightweight Hyperspectral Image Classification Based on Information Redistribution.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Clusterformer for Pine Tree Disease Identification Based on UAV Remote Sensing Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Classification of Multisource Remote Sensing Images Using Multimodal Equilateral Absorption Network.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Image and Graphics Processing, 2024

Contrastive Adaptive Segmentation Method for Spartina Alterniflora Based on Intermediate Domain Prototypes.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Image and Graphics Processing, 2024

Hyperspectral and Multi-source Heterogeneous Data Fusion Classification Based on Multiscale Multi-source Interaction Attention Network.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Image and Graphics Processing, 2024

Feature Mixture Generative Adversarial Network for Data Augmentation on Small Sample Hyperspectral Data.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Image and Graphics Processing, 2024

StemNet: A Dataset, Benchmark and Method for Scene Recognition in Remote Sensing.

[BibT_eX]

[DOI]

Jinyu Li

Mengmeng Zhang

Proceedings of the 7th International Conference on Image and Graphics Processing, 2024

2023

Hyperspectral and SAR Image Classification via Multiscale Interactive Fusion Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Central Attention Network for Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2023

Asymmetric Feature Fusion Network for Hyperspectral and SAR Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2023

Microscopic Hyperspectral Image Classification Based on Fusion Transformer With Parallel CNN.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, June, 2023

Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., May, 2023

Multiple Attention Network for Spartina alterniflora Segmentation Using Multitemporal Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Language-Aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Remote-Sensing Scene Classification via Multistage Self-Guided Separation Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Large Kernel Sparse ConvNet Weighted by Multi-Frequency Attention for Remote Sensing Scene Understanding.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Mask-Reconstruction-Based Decoupled Convolution Network for Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Multiarea Target Attention for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Cross-Scale Mixing Attention for Multisource Remote Sensing Data Fusion and Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Adversarial Complementary Learning for Multisource Remote Sensing Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Classification Using Heterologous Feature Alignment and Fusion.

[BibT_eX]

[DOI]

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Hyperspectral Image Classification of Tree Species with Low-Depth Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

MMS:Multi-Source Mutual Supervision Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Modal Domain Generalization for Cross-Scene Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Exploring Etiology of Nonsuicidal Self-injury by Using Knowledge Graph Approach.

[BibT_eX]

[DOI]

Proceedings of the Health Information Science - 12th International Conference, 2023

2022

Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Graph-Feature-Enhanced Selective Assignment Network for Hyperspectral and Multispectral Data Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Cross-Domain Classification of Multisource Remote Sensing Data Using Fractional Fusion and Spatial-Spectral Domain Adaptation.

[BibT_eX]

[DOI]

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

Dual-Concentrated Network With Morphological Features for Tree Species Classification Using Hyperspectral Image.

[BibT_eX]

[DOI]

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

Visible-Assisted Infrared Image Super-Resolution Based on Spatial Attention Residual Network.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Multisource Remote Sensing Data Classification Based on A Dual Attention Fusion Network.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Multi-Source Remote Sensing Data Cross Scene Classification Based on Multi-Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multisource Remote Sensing Data Classification Using Fractional Fourier Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multisource Cross-Scene Classification Using Fractional Fusion and Spatial-Spectral Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Dual Graph Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Transfer Learning for Optical and SAR Data Correspondence Identification With Limited Training Labels.

[BibT_eX]

[DOI]

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

Joint Classification of Hyperspectral and Multispectral Images for Mapping Coastal Wetlands.

[BibT_eX]

[DOI]

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

Superpixelwise Collaborative-Representation Graph Embedding for Unsupervised Dimension Reduction in Hyperspectral Imagery.

[BibT_eX]

[DOI]

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

Spectral Shift Mitigation for Cross-Scene Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

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

Hyperspectral and Infrared Image Collaborative Classification Based on Morphology Feature Extraction.

[BibT_eX]

[DOI]

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

Joint feature extraction for multi-source data using similar double-concentrated network.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Woodland Segmentation of Gaofen-6 Remote Sensing Images Based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Feature Exchange for Multisource Data Classification in Wetland Scene.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Adaptive Iterated Shrinkage Thresholding-Based Lp-Norm Sparse Representation for Hyperspectral Imagery Target Detection.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Collaborative Classification for Woodland Data Using Similar Multi-concentrated Network.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Convolutional Neural Network for Coastal Wetland Classification in Hyperspectral Image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Medical Hyperspectral Image Classification Based on End-to-End Fusion Deep Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2019

3-D Convolution-Recurrent Networks for Spectral-Spatial Classification of Hyperspectral Images.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Data Augmentation for Hyperspectral Image Classification With Deep CNN.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

2018

Nuclei Classification Using Dual View CNNs with Multi-crop Module in Histology Images.

[BibT_eX]

[DOI]

Xiang Li

Wei Li

Mengmeng Zhang

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Joint Feature Extraction for Multispectral and Panchromatic Images Based on Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2016

A Spatio-Temporal Model for Forest Fire Detection Using HJ-IRS Satellite Data.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Joint low rank and sparse representation-based hyperspectral image classification.

[BibT_eX]

[DOI]

Mengmeng Zhang

Wei Li

Qian Du

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Mengmeng Zhang

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