Jingjing Ma

Affiliations:
  • Xidian University, School of Artificial Intelligence, Key Laboratory of Intelligent Perception and Image Understanding, Xi'an, China
  • Xidian University, Institute of Intelligent Information Processing, Xi'an, China


According to our database1, Jingjing Ma authored at least 88 papers between 2009 and 2026.

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

Timeline

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Bibliography

2026
Softmatch distance: A novel distance for weakly-supervised trend change detection in bi-temporal images.
Pattern Recognit., 2026

2025
Semantic-aware DropSplat: Adaptive Pruning of Redundant Gaussians for 3D Aerial-View Segmentation.
CoRR, August, 2025

MLMamba: A Mamba-Based Efficient Network for Multi-Label Remote Sensing Scene Classification.
IEEE Trans. Circuits Syst. Video Technol., July, 2025

Cross-Modal Remote Sensing Image-Text Retrieval via Context and Uncertainty-Aware Prompt.
IEEE Trans. Neural Networks Learn. Syst., June, 2025

SpiralMamba: Spatial-Spectral Complementary Mamba With Spatial Spiral Scan for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2025

Multiscale Sparse Cross-Attention Network for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2025

Semantic-Assisted Feature Integration Network for Multilabel Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2025

2024
Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

FDLdet: A Change Detector Based on Forward Dictionary Learning for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

ECPS: Cross Pseudo Supervision Based on Ensemble Learning for Semi-Supervised Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Multiple Information Collaborative Fusion Network for Joint Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2024

Prior-Experience-Based Vision-Language Model for Remote Sensing Image-Text Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2024

Spatial Pooling Transformer Network and Noise-Tolerant Learning for Noisy Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

EATDer: Edge-Assisted Adaptive Transformer Detector for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Center Mask Self-Attention Network for Hyperspectral Image Classification.
Proceedings of the IGARSS 2024, 2024

Time-Guided Network for Remote Sensing Change Detection.
Proceedings of the IGARSS 2024, 2024

Pseudo-Viewpoint Regularized 3D Gaussian Splatting For Remote Sensing Few-Shot Novel View Synthesis.
Proceedings of the IGARSS 2024, 2024

Multi-Scale Sparse Transformer for Remote Sensing Scene Classification.
Proceedings of the IGARSS 2024, 2024

A Cross-Modal Semantic Mapping Enhancement Model for Remote Sensing Visual Question Answering.
Proceedings of the IGARSS 2024, 2024

2023
Noisy Remote Sensing Scene Classification via Progressive Learning Based on Multiscale Information Exploration.
Remote. Sens., December, 2023

MTGL40-5: A Multi-Temporal Dataset for Remote Sensing Image Geo-Localization.
Remote. Sens., September, 2023

WNet: W-Shaped Hierarchical Network for Remote-Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Interacting-Enhancing Feature Transformer for Cross-Modal Remote-Sensing Image and Text Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023

Multipretext-Task Prototypes Guided Dynamic Contrastive Learning Network for Few-Shot Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Unsupervised SAR Image Change Detection Based on Feature Fusion of Information Transfer.
IEEE Geosci. Remote. Sens. Lett., 2023

SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images.
CoRR, 2023

Multi-Scale Interaction Prototypical Network For Few-Shot Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Exchange Data Augmentation for Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
AR<sup>2</sup>Det: An Accurate and Real-Time Rotational One-Stage Ship Detector in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Meta-Hashing for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2022

EMTCAL: Efficient Multiscale Transformer and Cross-Level Attention Learning for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Class-Level Prototype Guided Multiscale Feature Learning for Remote Sensing Scene Classification With Limited Labels.
IEEE Trans. Geosci. Remote. Sens., 2022

Homo-Heterogenous Transformer Learning Framework for RS Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Dual Modality Collaborative Learning for Cross-Source Remote Sensing Retrieval.
Remote. Sens., 2022

Region NMS-based deep network for gigapixel level pedestrian detection with two-step cropping.
Neurocomputing, 2022

Remote Sensing Image Change Detection Based on Deep Dictionary Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multi-Scale Interactive Transformer for Remote Sensing Cross-Modal Image-Text Retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

NQ-Protonet: Noisy Query Prototypical Network for Few-Shot Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Resformer: Bridging Residual Network and Transformer for Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

RSMatch: Semi-supervised Learning with Adaptive Category-Related Pseudo Labeling for Remote Sensing Scene Classification.
Proceedings of the Intelligence Science IV - 5th IFIP TC 12 International Conference, 2022

Deep Complex Convolutional Neural Networks for Remote Sensing Image Classification.
Proceedings of the Intelligence Science IV - 5th IFIP TC 12 International Conference, 2022

2021
Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial-Spectral Attention Network.
IEEE Trans. Geosci. Remote. Sens., 2021

Deep Hash Learning for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2021

Attention Consistent Network for Remote Sensing Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

High-Resolution Remote Sensing Images Change Detection with Siamese Holistically-Guided FCN.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Remote Scene Image Scene Classification Based on Adaptive Segmentation and Dynamic Graph Convolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Scale Meta-Learning-Based Networks for High-Resolution Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Cross-Source Image Retrieval Based on Ensemble Learning and Knowledge Distillation for Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Building Extraction of Aerial Images by a Global and Multi-Scale Encoder-Decoder Network.
Remote. Sens., 2020

A Multiscale Self-Adaptive Attention Network for Remote Sensing Scene Classification.
Remote. Sens., 2020

Supervised Adaptive-RPN Network for Object Detection in Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Hyperspectral Image Classification Based on Multiscale Spatial and Spectral Feature Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Hyperspectral Image Classification Via Multi-Scale Encoder-Decoder Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing Scene Classification Based on Global and Local Consistent Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing Images Feature Learning based On Multi-Branch Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Large-Scale Remote Sensing Image Retrieval Based on Semi-Supervised Adversarial Hashing.
Remote. Sens., 2019

Remote Sensing Image Retrieval Based on Semi-Supervised Deep Hashing Learning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Adversarial Hash-Code Learning for Remote Sensing Image Retrieval.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Evolutionary Multiobjective Change Detection via Self-paced Learning and Fuzzy Clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Two-phase clustering algorithm with density exploring distance measure.
CAAI Trans. Intell. Technol., 2018

2017
Unsupervised Hyperspectral Band Selection by Fuzzy Clustering With Particle Swarm Optimization.
IEEE Geosci. Remote. Sens. Lett., 2017

Memetic algorithm based feature selection for hyperspectral images classification.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Multi-objective endmember extraction for hyperspectral images.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
A new quantum-behaved particle swarm optimization based on cultural evolution mechanism for multiobjective problems.
Knowl. Based Syst., 2016

Multi-objective evolutionary fuzzy clustering for image segmentation with MOEA/D.
Appl. Soft Comput., 2016

Cultural quantum-behaved particle swarm optimization for environmental/economic dispatch.
Appl. Soft Comput., 2016

Unsupervised Image Segmentation Based on Watershed and Kernel Evolutionary Clustering Algorithm.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

Kernel Evolutionary Algorithm for Clustering.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

2015
Change detection in synthetic aperture radar images based on evolutionary multiobjective optimization with ensemble learning.
Memetic Comput., 2015

2014
Fuzzy clustering with non-local information for image segmentation.
Int. J. Mach. Learn. Cybern., 2014

A compression optimization algorithm for community detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A memetic algorithm based on Immune multi-objective optimization for flexible job-shop scheduling problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A multi-swarm particle swarm optimization with orthogonal learning for locating and tracking multiple optimization in dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Fuzzy C-Means Clustering With Local Information and Kernel Metric for Image Segmentation.
IEEE Trans. Image Process., 2013

2012
Change Detection in Synthetic Aperture Radar Images based on Image Fusion and Fuzzy Clustering.
IEEE Trans. Image Process., 2012

Wavelet Fusion on Ratio Images for Change Detection in SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2012

An efficient negative selection algorithm with further training for anomaly detection.
Knowl. Based Syst., 2012

Community Detection in Dynamic Social Networks Based on Multiobjective Immune Algorithm.
J. Comput. Sci. Technol., 2012

An improved memetic algorithm for community detection in complex networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Evolutionary clustering algorithm based on mixed measures.
Int. J. Intell. Comput. Cybern., 2011

An improved Michigan particle swarm optimization for classification.
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011

Spatio-temporal data evolutionary clustering based on MOEA/D.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
A sphere-dominance based preference immune-inspired algorithm for dynamic multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Unsupervised evolutionary clustering algorithm for mixed type data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Clonal Selection Algorithm for Image Compression.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Optimizing detector distribution in V-detector negative selection using a constrained multiobjective immune algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Quantum-inspired immune clonal clustering algorithm based on watershed.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Intelligent multi-user detection using an artificial immune system.
Sci. China Ser. F Inf. Sci., 2009


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