Hong Huang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 60

Top Topics

Dimensionality Reduction

Manifold Learning

Hyperspectral Image Classification

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Xu Shi, Fanlin Zhou, Long Wang, Yan Fu, Ruoyu Wu, Jian Wu, Yu Li, Hong Huang
An automatic histopathological image segmentation network based on global context-aware module and deep feature aggregation. Expert Syst. Appl. 247 (2024)
Yiming Tang, Hong Huang, Yufei Liu, Yuan Li
A Siamese network-based tracking framework for hyperspectral video. Neural Comput. Appl. 35 (3) (2023)
Ruoyu Wu, Changyu Liang, Yuan Li, Xu Shi, Jiuquan Zhang, Hong Huang
Self-supervised transfer learning framework driven by visual attention for benign-malignant lung nodule classification on chest CT. Expert Syst. Appl. 215 (2023)
Kejie Xu, Peifang Deng, Hong Huang
Mining Hierarchical Information of CNNs for Scene Classification of VHR Remote Sensing Images. IEEE Trans. Big Data 9 (2) (2023)
Fujian Zheng, Shuai Lin, Wei Zhou, Hong Huang
A Lightweight Dual-Branch Swin Transformer for Remote Sensing Scene Classification. Remote. Sens. 15 (11) (2023)
Yuan Li, Ruoyu Wu, Qijuan Tan, Zhengchun Yang, Hong Huang
Masked Spectral Bands Modeling With Shifted Windows: An Excellent Self-Supervised Learner for Classification of Medical Hyperspectral Images. IEEE Signal Process. Lett. 30 (2023)
Yan Fu, Fanlin Zhou, Xu Shi, Long Wang, Yu Li, Jian Wu, Hong Huang
Classification of adenoid cystic carcinoma in whole slide images by using deep learning. Biomed. Signal Process. Control. 84 (2023)
Chunyu Pu, Hong Huang, Yuan Li
Aggregated-Attention Transformation Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Zhengying Li, Hong Huang, Zhen Zhang, Yinsong Pan
Manifold Learning-Based Semisupervised Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chunyu Pu, Hong Huang, Xu Shi, Tao Wang
Semisupervised Spatial-Spectral Feature Extraction With Attention Mechanism for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Kejie Xu, Hong Huang, Peifang Deng
Remote Sensing Image Scene Classification Based on Global-Local Dual-Branch Structure Model. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yule Duan, Hong Huang, Tao Wang
Semisupervised Feature Extraction of Hyperspectral Image Using Nonlinear Geodesic Sparse Hypergraphs. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhengying Li, Hong Huang, Zhen Zhang
Deep Manifold Reconstruction Neural Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Chunyu Pu, Hong Huang, Liuyang Luo
Classfication of Hyperspectral Image With Attention Mechanism-Based Dual-Path Convolutional Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Kejie Xu, Hong Huang, Peifang Deng, Yuan Li
Deep Feature Aggregation Framework Driven by Graph Convolutional Network for Scene Classification in Remote Sensing. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Kejie Xu, Yue Zhao, Lingming Zhang, Chenqiang Gao, Hong Huang
Spectral-Spatial Residual Graph Attention Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yiming Tang, Yufei Liu, Hong Huang
Target-aware and spatial-spectral discriminant feature joint correlation filters for hyperspectral video object tracking. Comput. Vis. Image Underst. 223 (2022)
Peifang Deng, Hong Huang, Kejie Xu
A Deep Neural Network Combined With Context Features for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yiming Tang, Yufei Liu, Ling Ji, Hong Huang
Robust Hyperspectral Object Tracking by Exploiting Background-Aware Spectral Information With Band Selection Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhengying Li, Hong Huang, Zhen Zhang, Guangyao Shi
Manifold-Based Multi-Deep Belief Network for Feature Extraction of Hyperspectral Image. Remote. Sens. 14 (6) (2022)
Hong Huang, Yuan Li, Ruoyu Wu, Zhengying Li, Jiuquan Zhang
Benign-malignant classification of pulmonary nodule with deep feature optimization framework. Biomed. Signal Process. Control. 76 (2022)
Ruoyu Wu, Hong Huang
Multi-Scale Multi-View Model Based on Ensemble Attention for Benign-Malignant Lung Nodule Classification on Chest CT. CISP-BMEI (2022)
Kejie Xu, Peifang Deng, Hong Huang
Vision Transformer: An Excellent Teacher for Guiding Small Networks in Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hong Huang, Ruoyu Wu, Yuan Li, Chao Peng
Self-Supervised Transfer Learning Based on Domain Adaptation for Benign-Malignant Lung Nodule Classification on Thoracic CT. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Hong Huang, Liuyang Luo, Chunyu Pu
Self-Supervised Convolutional Neural Network via Spectral Attention Module for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Peifang Deng, Kejie Xu, Hong Huang
When CNNs Meet Vision Transformer: A Joint Framework for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xu Shi, Hong Huang, Chunyu Pu, Yinming Yang, Jie Xue
CSA-UNet: Channel-Spatial Attention-Based Encoder-Decoder Network for Rural Blue-Roofed Building Extraction From UAV Imagery. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yule Duan, Hong Huang, Zhengying Li, Yuxiao Tang
Local Manifold-Based Sparse Discriminant Learning for Feature Extraction of Hyperspectral Image. IEEE Trans. Cybern. 51 (8) (2021)
Chunyu Pu, Hong Huang, Liping Yang
An attention-driven convolutional neural network-based multi-level spectral-spatial feature learning for hyperspectral image classification. Expert Syst. Appl. 185 (2021)
Kejie Xu, Hong Huang, Peifang Deng
CNN-GCN Joint Network for Remote Sensing Scene Classification. IGARSS (2021)
Yule Duan, Hong Huang, Yuxiao Tang, Yuan Li, Chunyu Pu
Semisupervised Manifold Joint Hypergraphs for Dimensionality Reduction of Hyperspectral Image. IEEE Geosci. Remote. Sens. Lett. 18 (10) (2021)
Yule Duan, Hong Huang, Yuxiao Tang
Local Constraint-Based Sparse Manifold Hypergraph Learning for Dimensionality Reduction of Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Yiming Tang, Yufei Liu, Hong Huang, Chao Zhang, Yuan Li
A Deep Transfer Learning-Based Object Tracking Algorithm for Hyperspectral Video. ICIG (3) (2021)
Kejie Xu, Hong Huang, Peifang Deng
Attention-based Deep Feature Learning Network for Scene Classification of Hyperspectral Images. ACSCC (2021)
Chunyu Pu, Hong Huang, Zhengying Li
Spatial-Spectral Combination Convolutional Neural Network for Hyperspectral Image Classification. IGARSS (2020)
Yu Gao, Yinsong Pan, Hong Huang, Ehab R. Mohamed, Zahraa M. I. Aly
Swarm intelligence algorithm for extracting spatial spectrum features of hyperspectral remote sensing image and decomposing mixed pixels. J. Intell. Fuzzy Syst. 39 (4) (2020)
Guangyao Shi, Hong Huang, Lihua Wang
Unsupervised Dimensionality Reduction for Hyperspectral Imagery via Local Geometric Structure Feature Learning. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Zhengying Li, Hong Huang, Chunyu Pu
Deep Manifold Learning Network for Hyperspectral Image Classification. IGARSS (2020)
Hong Huang, Chunyu Pu, Yuan Li, Yule Duan
Adaptive Residual Convolutional Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Hong Huang, Zhengying Li, Haibo He, Yule Duan, Song Yang
Self-adaptive manifold discriminant analysis for feature extraction from hyperspectral imagery. Pattern Recognit. 107 (2020)
Kejie Xu, Hong Huang, Peifang Deng, Guangyao Shi
Two-stream feature aggregation deep neural network for scene classification of remote sensing images. Inf. Sci. 539 (2020)
Zhengying Li, Hong Huang, Yuan Li, Yinsong Pan
DNet: A manifold-based discriminant feature learning network for hyperspectral imagery. Expert Syst. Appl. 144 (2020)
Guangyao Shi, Hong Huang, Zhengying Li, Yule Duan
Multi-manifold locality graph preserving analysis for hyperspectral image classification. Neurocomputing 388 (2020)
Zhengying Li, Hong Huang, Yule Duan, Guangyao Shi
DLPNet: A deep manifold network for feature extraction of hyperspectral imagery. Neural Networks 129 (2020)
Hong Huang, Yule Duan, Haibo He, Guangyao Shi
Local Linear Spatial-Spectral Probabilistic Distribution for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-Spectral Manifold Learning. IEEE Trans. Cybern. 50 (6) (2020)
Yiming Tang, Yufei Liu, Hong Huang, Jiamin Liu, Wenjie Xie
A Scale-Adaptive Particle Filter Tracking Algorithm Based on Offline Trained Multi-Domain Deep Network. IEEE Access 8 (2020)
Kejie Xu, Hong Huang, Yuan Li, Guangyao Shi
Multilayer Feature Fusion Network for Scene Classification in Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 17 (11) (2020)
Jiamin Liu, Limei Zhang, Hong Huang, Chao Zheng, Song Yang
Multiple Characteristics Similarity Metric Method for Hyperspectral Image Classification. IEEE Access 8 (2020)
Hong Huang, Zhengying Li, Yinsong Pan
Multi-Feature Manifold Discriminant Analysis for Hyperspectral Image Classification. Remote. Sens. 11 (6) (2019)
Hong Huang, Kejie Xu
Combing Triple-Part Features of Convolutional Neural Networks for Scene Classification in Remote Sensing. Remote. Sens. 11 (14) (2019)
Guangyao Shi, Hong Huang, Jiamin Liu, Zhengying Li, Lihua Wang
Spatial-Spectral Multiple Manifold Discriminant Analysis for Dimensionality Reduction of Hyperspectral Imagery. Remote. Sens. 11 (20) (2019)
Hong Huang, Meili Chen, Yule Duan
Dimensionality Reduction of Hyperspectral Image Using Spatial-Spectral Regularized Sparse Hypergraph Embedding. Remote. Sens. 11 (9) (2019)
Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning. CoRR (2018)
Hong Huang, Yule Duan, Guangyao Shi, Zhiyong Lv
Fusion of Weighted Mean Reconstruction and SVMCK for Hyperspectral Image Classification. IEEE Access 6 (2018)
Fulin Luo, Hong Huang, Yule Duan, Jiamin Liu, Yinghua Liao
Local Geometric Structure Feature for Dimensionality Reduction of Hyperspectral Imagery. Remote. Sens. 9 (8) (2017)
Zhiyong Lv, Haiqing He, Jón Atli Benediktsson, Hong Huang
A Generalized Image Scene Decomposition-Based System for Supervised Classification of Very High Resolution Remote Sensing Imagery. Remote. Sens. 8 (10) (2016)
Fulin Luo, Hong Huang, Zezhong Ma, Jiamin Liu
Semisupervised Sparse Manifold Discriminative Analysis for Feature Extraction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54 (10) (2016)
Yaqiong Yang, Hong Huang, Fulin Luo
Classification of hyperspectral image via spatial-spectral manifold reconstruction. IGARSS (2016)
Fulin Luo, Hong Huang, Yaqiong Yang, Zhiyong Lv
Dimensionality reduction of hyperspectral images with local geometric structure Fisher analysis. IGARSS (2016)
Hong Huang, Yunbiao Huang
Improved discriminant sparsity neighborhood preserving embedding for hyperspectral image classification. Neurocomputing 136 (2014)
Hong Huang, Fulin Luo, Jiamin Liu, Zezhong Ma
Sparse Manifold Preserving for Hyperspectral Image Classification. CCPR (1) (2014)
Fulin Luo, Jiamin Liu, Hong Huang, Yumei Liu
Hyperspectral Image Classification using Local spectral angle-Based Manifold Learning. Int. J. Pattern Recognit. Artif. Intell. 28 (6) (2014)
Hong Huang, Hailiang Feng
Locality and Globality Discriminant Feature and its Application in Hyperspectral Image Classification. Int. J. Pattern Recognit. Artif. Intell. 27 (4) (2013)
Hong Huang, Hailiang Feng
Gene Classification Using Parameter-Free Semi-Supervised Manifold Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (3) (2012)
Hong Huang, Jianwei Li, Jiamin Liu
Enhanced semi-supervised local Fisher discriminant analysis for face recognition. Future Gener. Comput. Syst. 28 (1) (2012)
Hong Huang, Hailiang Feng, Chengyu Peng
Complete local Fisher discriminant analysis with Laplacian score ranking for face recognition. Neurocomputing 89 (2012)
Hong Huang, Jianwei Li, Jiamin Liu
Gene expression data classification based on improved semi-supervised local Fisher discriminant analysis. Expert Syst. Appl. 39 (3) (2012)
Hong Huang, Jiamin Liu, Yinsong Pan
Local Fisher Discriminant Analysis with Maximum Margin Criterion for Image Recognition. CGIV (2011)
Hong Huang, Jiamin Liu, Hailiang Feng, Tongdi He
Ear recognition based on uncorrelated local Fisher discriminant analysis. Neurocomputing 74 (17) (2011)
Hong Huang, Jiamin Liu, Hailiang Feng
Uncorrelated Local Fisher Discriminant Analysis for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 25 (6) (2011)
Hong Huang, Jianwei Li, Hailiang Feng, Ruxi Xiang
Enhanced semi-supervised local fisher discriminant analysis for gene expression data classification. BIC-TA (2010)
Hong Huang, Jianwei Li, Hailiang Feng
Subspaces versus Submanifolds: a Comparative Study in Small Sample Size Problem. Int. J. Pattern Recognit. Artif. Intell. 23 (3) (2009)
Hong Huang, Jianwei Li, Zezhong Ma, Hailiang Feng
Incorporating Image Quality in Multimodal Biometric Verification. ISNN (3) (2007)
Hong Huang, Jianwei Li, Wei He
A Fingerprint Capture System and the Corresponding Image Quality Evaluation Algorithm Based on FPS200. PRICAI (2006)