Ailong Ma

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 87

Top Topics

Change Detection

Scene Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Liangpei Zhang
E2SCNet: Efficient Multiobjective Evolutionary Automatic Search for Remote Sensing Image Scene Classification Network Architecture. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Mi Song, Yanfei Zhong, Ailong Ma, Da He, Liangpei Zhang
Multiobjective Spatiotemporal Subpixel Mapping for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dingyuan Chen, Yanfei Zhong, Ailong Ma, Zhuo Zheng, Liangpei Zhang
Explicable Fine-Grained Aircraft Recognition Via Deep Part Parsing Prior Framework for High-Resolution Remote Sensing Imagery. IEEE Trans. Cybern. 54 (7) (2024)
Junjue Wang, Zhuo Zheng, Zihang Chen, Ailong Ma, Yanfei Zhong
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering. AAAI (2024)
Weihao Shen, Ailong Ma, Junjue Wang, Zhuo Zheng, Yanfei Zhong
Adaptive Self-Supporting Prototype Learning for Remote Sensing Few-Shot Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. CoRR (2024)
Yinhe Liu, Yanfei Zhong, Ailong Ma, Ji Zhao, Liangpei Zhang
Cross-resolution national-scale land-cover mapping based on noisy label learning: A case study of China. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. ICCV (2023)
Ailong Ma, Wen Zhou, Mi Song, Yanfei Zhong
Multiobjective Memetic Spatiotemporal Subpixel Mapping for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Junjue Wang, Zhuo Zheng, Zihang Chen, Ailong Ma, Yanfei Zhong
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering. CoRR (2023)
Dingyuan Chen, Ailong Ma, Yanfei Zhong
Semi-supervised knowledge distillation framework for global-scale urban man-made object remote sensing mapping. Int. J. Appl. Earth Obs. Geoinformation 122 (2023)
Yuting Wan, Chao Chen, Ailong Ma, Liangpei Zhang, Xunqiang Gong, Yanfei Zhong
Adaptive Multistrategy Particle Swarm Optimization for Hyperspectral Remote Sensing Image Band Selection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma, Liangpei Zhang
FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
An Accurate UAV 3-D Path Planning Method for Disaster Emergency Response Based on an Improved Multiobjective Swarm Intelligence Algorithm. IEEE Trans. Cybern. 53 (4) (2023)
Xunqiang Gong, Zhaoyang Hou, Ailong Ma, Yanfei Zhong, Meng Zhang, Kaiyun Lv
An Adaptive Multiscale Gaussian Co-Occurrence Filtering Decomposition Method for Multispectral and SAR Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. CoRR (2023)
Ailong Ma, Chenyu Zheng, Junjue Wang, Yanfei Zhong
Domain Adaptive Land-Cover Classification via Local Consistency and Global Diversity. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yuting Wan, Ailong Ma, Wei He, Yanfei Zhong
Accurate Multiobjective Low-Rank and Sparse Model for Hyperspectral Image Denoising Method. IEEE Trans. Evol. Comput. 27 (1) (2023)
Shifan Liu, Ailong Ma, Shaoming Pan, Yanfei Zhong
An Effective Task Sampling Strategy Based on Category Generation for Fine-Grained Few-Shot Object Recognition. Remote. Sens. 15 (6) (2023)
Shiqi Tian, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Three-Dimensional Change Detection in Urban Areas Based on Complementary Evidence Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Dingyuan Chen, Yu Su, Ailong Ma, Liangpei Zhang
Cascaded Multi-Task Road Extraction Network for Road Surface, Centerline, and Edge Extraction. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chao Chen, Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong
A Decomposition-Based Multiobjective Clonal Selection Algorithm for Hyperspectral Image Feature Selection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ning Yu, Ailong Ma, Yanfei Zhong, Xiaodong Gong
HFGAN: A Heterogeneous Fusion Generative Adversarial Network for Sar-to-Optical Image Translation. IGARSS (2022)
Zhe Chen, Bisheng Yang, Ailong Ma, Mingjun Peng, Haiting Li, Tao Chen, Chi Chen, Zhen Dong
Joint alignment of the distribution in input and feature space for cross-domain aerial image semantic segmentation. Int. J. Appl. Earth Obs. Geoinformation 115 (2022)
Zihang Chen, Junjue Wang, Ailong Ma, Yanfei Zhong
TypeFormer: Multiscale Transformer With Type Controller for Remote Sensing Image Caption. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hengwei Zhao, Junjue Wang, Yang Pan, Ailong Ma, Xinyu Wang, Yanfei Zhong
Progressive Label Refinement-Based Distribution Adaptation Framework for Landslide Detection. CDCEO@IJCAI (2022)
Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong
Multiobjective Sine Cosine Algorithm for Remote Sensing Image Spatial-Spectral Clustering. IEEE Trans. Cybern. 52 (10) (2022)
Chenyu Zheng, Junjue Wang, Ailong Ma, Yanfei Zhong
AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover Classification. CoRR (2022)
Junjue Wang, Zihang Chen, Ailong Ma, Yanfei Zhong
Capformer: Pure Transformer for Remote Sensing Image Caption. IGARSS (2022)
Song Cui, Ailong Ma, Yuting Wan, Yanfei Zhong, Bin Luo, Miaozhong Xu
Cross-Modality Image Matching Network With Modality-Invariant Feature Representation for Airborne-Ground Thermal Infrared and Visible Datasets. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ailong Ma, Ning Yu, Zhuo Zheng, Yanfei Zhong, Liangpei Zhang
A Supervised Progressive Growing Generative Adversarial Network for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhendong Zheng, Yanfei Zhong, Yu Su, Ailong Ma
Domain Adaptation via a Task-Specific Classifier Framework for Remote Sensing Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chenyu Zheng, Junjue Wang, Ailong Ma, Yanfei Zhong
AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover Classification. ICPR (2022)
Xicheng Tan, Jinguo Jiao, Yanfei Zhong, Ailong Ma, Yanyan Xu, Zongyao Sha, Fang Huang, Yuting Wan, Wenzhuo Hu
The CNRIEEEMC: A communication-navigation-remote sensing-integrated ecological environment emergency monitoring chain for tailings areas. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
Mi Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang
A Joint Spectral Unmixing and Subpixel Mapping Framework Based on Multiobjective Optimization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Song Cui, Ailong Ma, Liangpei Zhang, Miaozhong Xu, Yanfei Zhong
MAP-Net: SAR and Optical Image Matching via Image-Based Convolutional Network With Attention Mechanism and Spatial Pyramid Aggregated Pooling. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuting Wan, Yanfei Zhong, Ailong Ma, JunJue Wang, Liangpei Zhang
Mae-Net: A Micro Network Architecture Evolutionary Search Method for Remote Sensing Image Scene Classification. IGARSS (2022)
Ailong Ma, Junjue Wang, Yanfei Zhong, Zhuo Zheng
FactSeg: Foreground Activation-Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Junjue Wang, Zhuo Zheng, Ailong Ma, Xiaoyan Lu, Yanfei Zhong
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation. NeurIPS Datasets and Benchmarks (2021)
Dingyuan Chen, Yanfei Zhong, Ailong Ma
Large-Scale Urban Road Vectorization Mapping Via A Road Node Proposal Network for High-Resolution Remote Sensing Imagery. IGARSS (2021)
Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. ICCV (2021)
Junjue Wang, Yanfei Zhong, Zhuo Zheng, Ailong Ma
Sensor-Specific Adversarial Network for Transferable Land-Cover Classification. IGARSS (2021)
Longyuan Ding, Yong Cai, Jian Zhang, Ya Gao, Junjue Wang, Chenyu Zheng, Lei Lei, Ailong Ma
Pointnet: Learning Point Representation for High-Resolution Remote Sensing Imagery Land-Cover Classification. IGARSS (2021)
Lei Xu, Ailong Ma
Coarse-to-fine waterlogging probability assessment based on remote sensing image and social media data. Geo spatial Inf. Sci. 24 (2) (2021)
Junjue Wang, Yanfei Zhong, Zhuo Zheng, Ailong Ma, Liangpei Zhang
RSNet: The Search for Remote Sensing Deep Neural Networks in Recognition Tasks. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Zhuo Zheng, Yinhe Liu, Shiqi Tian, Junjue Wang, Ailong Ma, Yanfei Zhong
Weakly Supervised Semantic Change Detection via Label Refinement Framework. IGARSS (2021)
Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. CoRR (2021)
Yuanyuan Liu, Dingyuan Chen, Ailong Ma, Yanfei Zhong, Fang Fang, Kai Xu
Multiscale U-Shaped CNN Building Instance Extraction Framework With Edge Constraint for High-Spatial-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Junjue Wang, Zhuo Zheng, Ailong Ma, Xiaoyan Lu, Yanfei Zhong
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation. CoRR (2021)
Mi Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang
Multiobjective Subpixel Mapping With Multiple Shifted Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Yanfei Zhong, Zhuo Zheng, Ailong Ma, Xiaoyan Lu, Liangpei Zhang
COLOR: Cycling, Offline Learning, and Online Representation Framework for Airport and Airplane Detection Using GF-2 Satellite Images. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Nan Zhao, Yanfei Zhong, Ailong Ma
Mapping Local Climate Zones with Circled Similarity Propagation Based Domain Adaptation. IGARSS (2020)
Yuting Wan, Ailong Ma, Yanfei Zhong, Xin Hu, Liangpei Zhang
Multiobjective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Song Cui, Miaozhong Xu, Ailong Ma, Yanfei Zhong
Modality-Free Feature Detector and Descriptor for Multimodal Remote Sensing Image Registration. Remote. Sens. 12 (18) (2020)
Liansheng Deng, Hua Chen, Ailong Ma, Qusen Chen
Non-Tidal Mass Variations in the IGS Second Reprocessing Campaign: Interpretations and Noise Analysis from GRACE and Geophysical Models. Remote. Sens. 12 (15) (2020)
Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. CoRR (2020)
Yuting Wan, Yanfei Zhong, Ailong Ma, JunJue Wang, Ruyi Feng
RSSM-Net: Remote Sensing Image Scene Classification Based on Multi-Objective Neural Architecture Search. IGARSS (2020)
Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. CVPR (2020)
Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Shiqi Tian, Zhuo Zheng, Ailong Ma, Yanfei Zhong
Hi-UCD: A Large-scale Dataset for Urban Semantic Change Detection in Remote Sensing Imagery. CoRR (2020)
Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification. CoRR (2020)
Dingyuan Chen, Yanfei Zhong, Ailong Ma, Liqin Cao
Dense Greenhouse Extraction in High Spatial Resolution Remote Sensing Imagery. IGARSS (2020)
Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (8) (2020)
Yuting Wan, Xin Hu, Yanfei Zhong, Ailong Ma, Lifei Wei, Liangpei Zhang
Tailings Reservoir Disaster and Environmental Monitoring Using the UAV-ground Hyperspectral Joint Observation and Processing: A Case of Study in Xinjiang, the Belt and Road. IGARSS (2019)
Yuting Wan, Yanfei Zhong, Ailong Ma
Fully Automatic Spectral-Spatial Fuzzy Clustering Using an Adaptive Multiobjective Memetic Algorithm for Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (4) (2019)
Zhijiang Li, Haonan Zhu, Liqin Cao, Lei Jiao, Yanfei Zhong, Ailong Ma
Face Inpainting via Nested Generative Adversarial Networks. IEEE Access 7 (2019)
Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Hyperspectral Remote Sensing Image Band Selection Via Multi-Objective Sine Cosine Algorithm. IGARSS (2019)
Nan Zhao, Ailong Ma, Yanfei Zhong, Ji Zhao, Liqin Cao
Self-Training Classification Framework with Spatial-Contextual Information for Local Climate Zones. Remote. Sens. 11 (23) (2019)
Song Cui, Yanfei Zhong, Ailong Ma, Liangpei Zhang
A Novel Robust Feature Descriptor for Multi-Source Remote Sensing Image Registration. IGARSS (2019)
Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Yanfei Liu, Ji Zhao, Ailong Ma, Jie Yang
Multi-Scale and Multi-Task Deep Learning Framework for Automatic Road Extraction. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Mi Song, Yanfei Zhong, Ailong Ma, Ruyi Feng
Multiobjective Sparse Subpixel Mapping for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Mi Song, Yanfei Zhong, Ailong Ma, Qiqi Zhu, Liqin Cao, Liangpei Zhang
Sub-Pixel Mapping with Multiple Shifted Hyperspectral Images Based on Multiobjective Evolutionary Algorithm. IGARSS (2019)
Mi Song, Yanfei Zhong, Ailong Ma
Change Detection Based on Multi-Feature Clustering Using Differential Evolution for Landsat Imagery. Remote. Sens. 10 (10) (2018)
Ailong Ma, Yanfei Zhong, Da He, Liangpei Zhang
Multiobjective Subpixel Land-Cover Mapping. IEEE Trans. Geosci. Remote. Sens. 56 (1) (2018)
Qiong Cao, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Urban Land Use/Land Cover Classification Based on Feature Fusion Fusing Hyperspectral Image and Lidar Data. IGARSS (2018)
Yanfei Zhong, Ailong Ma, Yew-Soon Ong, Zexuan Zhu, Liangpei Zhang
Computational intelligence in optical remote sensing image processing. Appl. Soft Comput. 64 (2018)
Yanfei Zhong, Xinyu Wang, Yao Xu, Tianyi Jia, Song Cui, Lifei Wei, Ailong Ma, Liangpei Zhang
MINI-UAV borne hyperspectral remote sensing: A review. IGARSS (2017)
Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey. SEAL (2017)
Yanfei Liu, Yanfei Zhong, Ji Zhao, Ailong Ma, Qianqing Qin
Scene semantic classification based on scale invariance convolutional neural networks. IGARSS (2017)
Da He, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Sub-pixel intelligence mapping considering spatial-temoporal attraction for remote sensing imagery. IGARSS (2017)
Mi Song, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution. SEAL (2017)
Pengyuan Lv, Yanfei Zhong, Ji Zhao, Ailong Ma, Liangpei Zhang
Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery. IGARSS (2017)
Yanfei Zhong, Qiong Cao, Ji Zhao, Ailong Ma, Bei Zhao, Liangpei Zhang
Optimal Decision Fusion for Urban Land-Use/Land-Cover Classification Based on Adaptive Differential Evolution Using Hyperspectral and LiDAR Data. Remote. Sens. 9 (8) (2017)
Bei Zhao, Yanfei Zhong, Ailong Ma, Liangpei Zhang
A Spatial Gaussian Mixture Model for Optical Remote Sensing Image Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Ailong Ma, Yanfei Zhong, Hongzan Jiao, Liangpei Zhang
Local spectral-spatial clustering for remote sensing imagery. IGARSS (2016)
Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang
Semisupervised Subspace-Based DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Ailong Ma, Yanfei Zhong, Liangpei Zhang
Spectral-Spatial Clustering with a Local Weight Parameter Determination Method for Remote Sensing Imagery. Remote. Sens. 8 (2) (2016)
Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang
Spectral-spatial DNA encoding discriminative classifier for hyperspectral remote sensing imagery. IGARSS (2015)
Ailong Ma, Yanfei Zhong, Liangpei Zhang
Adaptive Multiobjective Memetic Fuzzy Clustering Algorithm for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 53 (8) (2015)
Ailong Ma, Yanfei Zhong, Liangpei Zhang
Remote sensing imagery clustering using an adaptive bi-objective memetic method. IEEE Congress on Evolutionary Computation (2014)
Yanfei Zhong, Ailong Ma, Liangpei Zhang
An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Ailong Ma, Yanfei Zhong, Liangpei Zhang
Adaptive Differential Evolution Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for Remote Sensing Imagery. IDEAL (2013)