Yifan Zhang

According to our database, Yifan Zhang authored at least 48 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Attention-Enhanced Generative Adversarial Network for Hyperspectral Imagery Spatial Super-Resolution.

Baorui Wang, Yifan Zhang, Yan Feng, Bobo Xie, Shaohui Mei

Remote. Sens., July, 2023

Lightweight Multiresolution Feature Fusion Network for Spectral Super-Resolution.

Shaohui Mei, Ge Zhang, Nan Wang, Bo Wu, Mingyang Ma, Yifan Zhang, Yan Feng

IEEE Trans. Geosci. Remote. Sens., 2023

Rethinking Transformers for Semantic Segmentation of Remote Sensing Images.

Yuheng Liu, Yifan Zhang, Ye Wang, Shaohui Mei

IEEE Trans. Geosci. Remote. Sens., 2023

MMGLOTS: Multi-Modal Global-Local Transformer Segmentor for Remote Sensing Image Segmentation.

Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

2022

Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images.

Ge Zhang, Shaohui Mei, Bobo Xie, Mingyang Ma, Yifan Zhang, Yan Feng, Qian Du

IEEE Trans. Geosci. Remote. Sens., 2022

Spectral Variation Augmented Representation for Hyperspectral Imagery Classification With Few Labeled Samples.

Bobo Xie, Yifan Zhang, Shaohui Mei, Ge Zhang, Yan Feng, Qian Du

IEEE Trans. Geosci. Remote. Sens., 2022

Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization.

Shaohui Mei, Xiaofeng Chen, Yifan Zhang, Jun Li, Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2022

Extended Collaborative Representation-Based Hyperspectral Imagery Classification.

Bobo Xie, Shaohui Mei, Ge Zhang, Yifan Zhang, Yan Feng, Qian Du

IEEE Geosci. Remote. Sens. Lett., 2022

Reconstructing Hyperspectral Images from RGB Inputs Based on Intrinsic Image Decomposition.

Nan Wang, Shaohui Mei, Yifan Zhang, Bowei Zhang, Mingyang Ma, Xiangqing Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Hyperspectral Image Classification Using Hierarchical Spatial-Spectral Transformer.

Chao Song, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang, Qian Du

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2020

Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization.

Yifan Zhang, Ting Wang, Shaohui Mei, Qian Du

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing.

Shaohui Mei, Ge Zhang, Jun Li, Yifan Zhang, Qian Du

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Spatial Resolution Enhancement of Remote Sensing Hyperspectral Images With Localized Spatial-Spectral Dictionary Pair.

Yifan Zhang, Jin Tian, Tuo Zhao, Shaohui Mei

IEEE Access, 2020

Rotation-Invariant Feature Learning for Object Detection in VHR Optical Remote Sensing Images by Double-Net.

Zhi Zhang, Ruoqiao Jiang, Shaohui Mei, Shun Zhang, Yifan Zhang

IEEE Access, 2020

2019

Hyperspectral Imagery Target Detection Using Collaborative Representation with Spectral Variation Extended Dictionary.

Bobo Xie, Yifan Zhang, Feng Yan, Yan Feng, Shaohui Mei

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Decs-Net: Convolutional Self-Encoding Network for Hyperspectral Image Denoising.

Xiao Liu, Shaohui Mei, Zhi Zhang, Yifan Zhang, Jingyu Ji, Qian Du

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Spatial Constrained Hyperspectral Reconstruction from RGB Inputs Using Dictionary Representation.

Yunhao Geng, Shaohui Mei, Jin Tian, Yifan Zhang, Qian Du

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hyperspectral Image Super-Resolution Classification with a Small Training Set Using Spectral Variation Extended Endmember Library.

Yifan Zhang, Tianqing Zhao, Bobo Xie, Shaohui Mei

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Super-Resolution Classification of Hyperspectral Images with a Small Training Set Using Semi-Supervised Learning.

Yifan Zhang, Duanguang Zhang, Ting Wang

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Hyperspectral and Multispectral Image Fusion with Dual-Source Spatial-Spectral Dictionary.

Jin Tian, Yifan Zhang, Yang Lu, Shaohui Mei

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Low-Complexity Hyperspectral Image Compression Using Folded PCA and JPEG2000.

Shaohui Mei, Bakht Muhammad Khan, Yifan Zhang, Qian Du

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

FPGA Based Implementation of Convolutional Neural Network for Hyperspectral Classification.

Xiaofeng Chen, Jingyu Ji, Shaohui Mei, Yifan Zhang, Manli Han, Qian Du

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

A Hybrid Subpixel Mapping Framework for Hyperspectral Images Using Collaborative Representation.

Yifan Zhang, Xiaoqin Xue, Ting Wang, Mingyi He

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network.

Shaohui Mei, Xin Yuan, Jingyu Ji, Yifan Zhang, Shuai Wan, Qian Du

Remote. Sens., 2017

A novel subpixel mapping approach based on spectral unmixing for hyperspectral images.

Ting Wang, Yifan Zhang, Shaohui Mei

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Invariant feature extraction for image classification via multi-channel convolutional neural network.

Shaohui Mei, Ruoqiao Jiang, Jingyu Ji, Jun Sun, Yang Peng, Yifan Zhang

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Hyperspectral and multispectral image fusion using dual-source localized dictionary pair.

Juping Liang, Yifan Zhang, Shaohui Mei

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Hyperspectral image subpixel mapping based on spatial-spectral endmember dictionary with collaborative representation.

Yifan Zhang, Duanguang Zhang, Jun Sun, Yang Peng

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A hybrid sparsity and constrained energy minimization detector for hyperspectral images.

Yifan Zhang, Bobo Xie, Jun Sun, Yang Peng

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral and multispectral image fusion using local spatial-spectral dictionary pair.

Yifan Zhang, Tuo Zhao, Mingyi He

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Subpixel mapping of hyperspectral images with hybrid endmember library and optimized abundances.

Yifan Zhang, Ting Wang, Renjie He, Mingyi He

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016

Combination of CEM & RXD for target detection in hyperspectral images.

Muhammad Fahad, Mingyi He, Yifan Zhang

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Hyperspectral and multispectral image fusion using collaborative representation with local adaptive dictionary pair.

Tuo Zhao, Yifan Zhang, Xiaoqin Xue, Mingyi He

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Subpixel mapping of hyperspectral images based on collaborative representation.

Xiaoqin Xue, Yifan Zhang, Tuo Zhao, Mingyi He

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hyperspectral image classification based on deep stacking network.

Mingyi He, Xiaohui Li, Yifan Zhang, Jing Zhang, Weigang Wang

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Hyperspectral and multispectral image fusion based on constrained CNMF unmixing.

Yifan Zhang, Yan Gao, Yang Liu, Mingyi He

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral and multispectral image fusion using CNMF with minimum endmember simplex volume and abundance sparsity constraints.

Yifan Zhang, Yakun Wang, Yang Liu, Chuwen Zhang, Mingyi He, Shaohui Mei

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

An EM- and wavelet-based multi-band image restoration approach.

Yifan Zhang

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

2012

A Bayesian Restoration Approach for Hyperspectral Images.

Yifan Zhang, Arno Duijster, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2012

An EM-based spatial-spectral restoration approach for hyperspectral images.

Yifan Zhang, Mingyi He

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Unmixing approach for hyperspectral data resolution enhancement using high resolution multispectral image.

Mohamed Amine Bendoumi, Mingyi He, Shaohui Mei, Yifan Zhang

Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

2011

Improving Spatial-Spectral Endmember Extraction in the Presence of Anomalous Ground Objects.

Shaohui Mei, Mingyi He, Yifan Zhang, Zhiyong Wang, David Dagan Feng

IEEE Trans. Geosci. Remote. Sens., 2011

Bayesian fusion of hyperspectral and multispectral images using Gaussian scale mixture prior.

Yifan Zhang, Shaohui Mei, Mingyi He

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2009

Noise-Resistant Wavelet-Based Bayesian Fusion of Multispectral and Hyperspectral Images.

Yifan Zhang, Steve De Backer, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2009

A Combined Hyperspectral Image Restoration and Fusion Approach.

Yifan Zhang, Arno Duijster, Paul Scheunders

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A hyperspectral image restoration technique.

Yifan Zhang, Arno Duijster, Paul Scheunders

Proceedings of the International Conference on Image Processing, 2009

2008

Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain.

Yifan Zhang, Steve De Backer, Paul Scheunders

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2006

An Adaptive Implementation of the Kernel-Based Object Tracking Method.

Muyun Weng, Mingyi He, Yifan Zhang

Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006