Yushi Chen

According to our database1, Yushi Chen authored at least 64 papers between 2008 and 2022.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Dual Graph Convolutional Network for Hyperspectral Image Classification With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens., 2022

Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Transformer with Transfer CNN for Remote-Sensing-Image Object Detection.
Remote. Sens., 2022

Heterogeneous Few-Shot Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Soft Augmentation-Based Siamese CNN for Hyperspectral Image Classification With Limited Training Samples.
IEEE Geosci. Remote. Sens. Lett., 2022

Complementary Learning-Based Scene Classification of Remote Sensing Images With Noisy Labels.
IEEE Geosci. Remote. Sens. Lett., 2022

Analysis and Design of an Efficient 8-Bit 2b/Cycle SAR ADC with Multiple Calibration Techniques.
Circuits Syst. Signal Process., 2022

2021
Fast Complex-Valued CNN for Radar Jamming Signal Recognition.
Remote. Sens., 2021

Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint.
Remote. Sens., 2021

Weakly Supervised Classification of Hyperspectral Image Based on Complementary Learning.
Remote. Sens., 2021

Spatial-Spectral Transformer for Hyperspectral Image Classification.
Remote. Sens., 2021

Modifications of the Multi-Layer Perceptron for Hyperspectral Image Classification.
Remote. Sens., 2021

LiDAR Data Classification Based on Automatic Designed CNN.
IEEE Geosci. Remote. Sens. Lett., 2021

Dual-Path Siamese CNN for Hyperspectral Image Classification With Limited Training Samples.
IEEE Geosci. Remote. Sens. Lett., 2021

Transferring CNN Ensemble for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

A Symmetric Group Control Dynamic Element Matching Method Applied in High Resolution SAR ADCs for Biomedical Applications.
J. Circuits Syst. Comput., 2021

Boosting CNN for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Fast Coding Unit Partition Decision for Intra Prediction in Versatile Video Coding.
Proceedings of the Image and Graphics - 11th International Conference, 2021

A Low Power 8-bit 2b/Cycle SAR ADC with Multiple Calibration Techniques.
Proceedings of the 14th IEEE International Conference on ASIC, 2021

2020
Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2020

An Ultra-Low Power Consumption High-Linearity Switching Scheme for SAR ADC.
J. Circuits Syst. Comput., 2020

Deep Fusion for Radar Jamming Signal Classification Based on CNN.
IEEE Access, 2020

Convolutional Neural Network-Based Radar Jamming Signal Classification With Sufficient and Limited Samples.
IEEE Access, 2020

2019
Deep Learning for Hyperspectral Image Classification: An Overview.
IEEE Trans. Geosci. Remote. Sens., 2019

Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

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

Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification.
Remote. Sens., 2019

Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning.
Remote. Sens., 2019

Vehicle Detection in High-Resolution Images Using Superpixel Segmentation and CNN Iteration Strategy.
IEEE Geosci. Remote. Sens. Lett., 2019

LiDAR Data Classification Using Spatial Transformation and CNN.
IEEE Geosci. Remote. Sens. Lett., 2019

Optimized Input for CNN-Based Hyperspectral Image Classification Using Spatial Transformer Network.
IEEE Geosci. Remote. Sens. Lett., 2019

A 99.8% Energy-Reduced Two-Stage Mixed Switching Scheme for SAR ADC Without Reset Energy.
Circuits Syst. Signal Process., 2019

2018
Generative Adversarial Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

LiDAR Data Classification Using Morphological Profiles and Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2018

Object Tracking Based on Hierarchical Convolutional Features.
Proceedings of the Data Science, 2018

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

Combining Component Substitution and Multiresolution Analysis: A Novel Generalized BDSD Pansharpening Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett., 2017

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

Critical appraisal of tools and methodologies for studies of cascading failures in coupled critical infrastructure systems.
Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017

2016
Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks.
IEEE Trans. Image Process., 2016

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2016

Adaptive Morphological Filtering Method for Structural Fusion Restoration of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2016

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

2015
Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

3D sparse coding based denoising of hyperspectral images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Convolutional recurrent neural networks: Learning spatial dependencies for image representation.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Optimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification.
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

Spatial information aided fine classification of hyperspectral images with similar spectrums.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A bidirectional gradient prediction based method for hyperspectral data junk bands restoration.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Joint Adaboost and multifeature based ensemble for hyperspectral image classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A novel hyperspectral images destriping method based on edge reconstruction and adaptive morphological operators.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Supervised Locally Linear Embedding based dimension reduction for hyperspectral image classification.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Riemannian manifold learning based k-nearest-neighbor for hyperspectral image classification.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Spectral-spatial classification of hyperspectral image using autoencoders.
Proceedings of the 9th International Conference on Information, 2013

2012
Parallel implementation for SAM algorithm based on GPU and distributed computing.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A novel level set framework for LOD2 building modeling.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
A robust spectral target recognition method for hyperspectral data based on combined spectral signatures.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Fast Vector Quantization Algorithm for Hyperspectral Image Compression.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2010
A BOI-Preserving-Based Compression Method for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2010

2008
Hyperspectral Image Compression Based on the Protection of Information of Interest.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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