Yanfeng Gu

According to our database1, Yanfeng Gu authored at least 115 papers between 2002 and 2022.

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

Timeline

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Links

On csauthors.net:

Bibliography

2022
Efficient Convolutional Neural Architecture Search for LiDAR DSM Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Satellite Video Scene Classification Using Low-Rank Sparse Representation Two-Stream Networks.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Joint Estimation Network for Satellite Video Super-Resolution With Multiple Degradations.
IEEE Trans. Geosci. Remote. Sens., 2022

Progressive Spatial-Spectral Joint Network for Hyperspectral Image Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2022

Intrinsic Hyperspectral Image Decomposition With DSM Cues.
IEEE Trans. Geosci. Remote. Sens., 2022

Supervoxel-Based Intrinsic Scene Properties From Hyperspectral Images and LiDAR.
IEEE Trans. Geosci. Remote. Sens., 2022

Integrating Coupled Dictionary Learning and Distance Preserved Probability Distribution Adaptation for Multispectral-Hyperspectral Image Collaborative Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Multitemporal Intrinsic Image Decomposition With Temporal-Spatial Energy Constraints for Remote Sensing Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2022

2021
An Online Distributed Satellite Cooperative Observation Scheduling Algorithm Based on Multiagent Deep Reinforcement Learning.
IEEE Geosci. Remote. Sens. Lett., 2021

Rotation adaptive correlation filter for moving object tracking in satellite videos.
Neurocomputing, 2021

Multimodal hyperspectral remote sensing: an overview and perspective.
Sci. China Inf. Sci., 2021

Vehicle Detection Using Deep Learning with Deformable Convolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
A Discriminative Tensor Representation Model for Feature Extraction and Classification of Multispectral LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2020

Satellite Video Super-Resolution Based on Adaptively Spatiotemporal Neighbors and Nonlocal Similarity Regularization.
IEEE Trans. Geosci. Remote. Sens., 2020

Region-Enhanced Convolutional Neural Network for Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral Image Recovery Using Nonconvex Sparsity and Low-Rank Regularizations.
IEEE Trans. Geosci. Remote. Sens., 2020

Detection of Event of Interest for Satellite Video Understanding.
IEEE Trans. Geosci. Remote. Sens., 2020

Deep feature extraction and motion representation for satellite video scene classification.
Sci. China Inf. Sci., 2020

Spatial-Spectral Smooth Graph Convolutional Network for Multispectral Point Cloud Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Weak Target Detection in High-Resolution Remote Sensing Images by Combining Super-Resolution and Deformable FPN.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Unsupervised Cross-Temporal Classification of Hyperspectral Images With Multiple Geodesic Flow Kernel Learning.
IEEE Trans. Geosci. Remote. Sens., 2019

Intrinsic Image Recovery From Remote Sensing Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Tensorized Principal Component Alignment: A Unified Framework for Multimodal High-Resolution Images Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Deep Learning Ensemble for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Unsupervised Multitemporal Domain Adaptation With Source Labels Learning.
IEEE Geosci. Remote. Sens. Lett., 2019

Two-Layer Slow Feature Analysis Network for Change Detection.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Sequential Tensor Decomposition For Gas Tracking In Lwir Hyperspectral Video Sequences.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

A Summary Of Super-Resolution For Satellite Videos Via Learning-Based Methods.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Unsupervised Temporal-Adaptation with Multiple Geodesic Flow Kernels for Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Very High Resolution Image Scene Classification with Capsule Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Small Infrared Target Detection Method Using Adaptive Local Contrast Measurement.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Intrinsic Scene Properties From Hyperspectral Images and LiDAR.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Robust cost function for optimizing chamfer masks.
Vis. Comput., 2018

Multispectral-lidar data fusion via multiple kernel learning for remote sensing classification.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Joint Tensor Subspace Alignment on Multi-Angular Remote Sensing Image.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Cnn Based Renormalization Method for Ship Detection in Vhr Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Attribute Super-Tensor Model for Remote Sensing Image Classification with High Spatial Resolution.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Combine Reflectance with Shading Component for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Very High Resolution Image Scene Classification with Semantic Fisher Vectors.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Fast Intra Coding Algorithm for Spatial Scalability in SHVC.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Improved Bit Allocation Using Distortion for the CTU-Level Rate Control in HEVC.
Proceedings of the Communications, Signal Processing, and Systems, 2018

Fast Mode Decision of Inter-Prediction for Enhancement Layer in SHVC.
Proceedings of the Communications, Signal Processing, and Systems, 2018

2017
Tensor Matched Subspace Detector for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2017

Multimorphological Superpixel Model for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Superpixel-Based Intrinsic Image Decomposition of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2017

Multiple Kernel Sparse Representation for Airborne LiDAR Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Multiple Kernel Learning for Hyperspectral Image Classification: A Review.
IEEE Trans. Geosci. Remote. Sens., 2017

Multitemporal Landsat Missing Data Recovery Based on Tempo-Spectral Angle Model.
IEEE Trans. Geosci. Remote. Sens., 2017

Supervised Multiview Feature Selection Exploring Homogeneity and Heterogeneity With ℓ<sub>1, 2</sub>-Norm and Automatic View Generation.
IEEE Trans. Geosci. Remote. Sens., 2017

Deep Feature Fusion for VHR Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

A hierarchical energy minimization method for building roof segmentation from airborne LiDAR data.
Multim. Tools Appl., 2017

Discriminative Graph-Based Fusion of HSI and LiDAR Data for Urban Area Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

Deep Fusion of Remote Sensing Data for Accurate Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

Recent developments and trends in point set registration methods.
J. Vis. Commun. Image Represent., 2017

Multi-temporal images classification with evidential fusion of manifold alignment.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Discriminative Multiple Kernel Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016

Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016

Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016

Sparse Representation Denoising Framework for 3-D Building Reconstruction From Airborne LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

An Informative Feature Selection Method Based on Sparse PCA for VHR Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2016

Sample-screening MKL method via boosting strategy for hyperspectral image classification.
Neurocomputing, 2016

Discriminative graph-based dimensionality reduction for hyperspectral image classification.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

LiDAR point classification based on joint sparse representation in kernel space.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Improved neighborhood similar pixel interpolator for filling unsacn multi-temporal Landsat ETM+ data without reference.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Deep fusion of hyperspectral and LiDAR data for thematic classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A VHR scene classification method integrating sparse PCA and saliency computing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Class-Specific Feature Selection With Local Geometric Structure and Discriminative Information Based on Sparse Similar Samples.
IEEE Geosci. Remote. Sens. Lett., 2015

Hyperspectral target detection via exploiting spatial-spectral joint sparsity.
Neurocomputing, 2015

Discriminating multiple kernel learning for joint classification of optical and LiDAR data in urban area.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Building LiDAR point cloud denoising processing through sparse representation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A novel multiple kernel boosting method for hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

L2, 0-norm regularization based feature selection for very high resolution remote sensing images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Three-Dimensional Reconstruction of Multiplatform Stereo Data With Variance Component Estimation.
IEEE Trans. Geosci. Remote. Sens., 2014

Model Selection and Classification With Multiple Kernel Learning for Hyperspectral Images via Sparsity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Deep Learning-Based Classification of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Ultrasound echocardiography despeckling with non-local means time series filter.
Neurocomputing, 2014

Matched subspace detector based on sparse representation for target detection in hyperspectral imagery.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Orientation estimation of building using DSM and optical images based on Zernike moments.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Mapping of cloud thickness with MODIS and CloudSat data through multiple kernel learning.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hyperspectral image classification with multiple kernel Boosting algorithm.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Linear discriminant multiple kernel learning for multispectral image classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Spectral Unmixing in Multiple-Kernel Hilbert Space for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2013

Optimized Laplacian SVM With Distance Metric Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Rare signal component extraction based on kernel methods for anomaly detection in hyperspectral imagery.
Neurocomputing, 2013

A new sparse multiple-kernel learning method for classification of hyperspectral imagery.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Spatial-spectral multiple kernel learning for hyperspectral image classification.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

A novel model for building information acquisition optimization technology of remote sensing observation.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Representative Multiple Kernel Learning for Classification in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2012

Multiple-kernel learning-based unmixing algorithm for estimation of cloud fractions with MODIS and CloudSat data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

L1-graph semisupervised learning for hyperspectral image classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Kernel-based regularized-angle spectral matching for target detection in hyperspectral imagery.
Pattern Recognit. Lett., 2011

Enhanced Self-Training Superresolution Mapping Technique for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011

A self-adjustive geometric correction method for seriously oblique aero image.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

MUlti information based Ground Control Points selection method.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Detail-preserving despeckling under multiscale anisotropic diffusion in medical ultrasound images.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

A novel algorithm for modifying echocardiographic particle image velocimetry flow field.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010
A Kernel-Based Nonparametric Regression Method for Clutter Removal in Infrared Small-Target Detection Applications.
IEEE Geosci. Remote. Sens. Lett., 2010

2009
Robust Feature Matching and Selection Methods for Multisensor Image Registration.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Spatial-spectral Data Fusion for Resolution Enhancement of Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Resolution Enhancement of Hyperspectral Images using a Learning-based Super-resolution Mapping Technique.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Kernel Regression-based Background Predicting Method for Target Detection in SAR Image.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Particle Swarm Optimization with Powell's Direction Set Method for Remote Sensing Image Registration.
Proceedings of the Fifth International Conference on Natural Computation, 2009

2008
Integration of Spatial-Spectral Information for Resolution Enhancement in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2008

A Selective KPCA Algorithm Based on High-Order Statistics for Anomaly Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2008

2006
Target Detection For Hyperspectral Images Using ICA-Based Feature Extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Unmixing Component Analysis for Anomaly Detection in Hyperspectral Imagery.
Proceedings of the International Conference on Image Processing, 2006

Hyperspectral Feature Extraction using Selective PCA based on Genetic Algorithm with Subgroups.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

A Selective Kernel PCA Algorithm for Anomaly Detection in Hyperspectral Imagery.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004
Kernel-based invariant subspace method for hyperspectral target detection.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Unsupervised subspace linear spectral mixture analysis for hyperspectral images.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
A kernel based nonlinear subspace projection method for reduction of hyperspectral image dimensionality.
Proceedings of the 2002 International Conference on Image Processing, 2002


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