Yifan Zhang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 39

Top Topics

Spatial Resolution

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

Publications

Nan Wang, Shaohui Mei, Yifan Zhang, Mingyang Ma, Xiangqing Zhang
Hyperspectral Image Reconstruction From RGB Input Through Highlighting Intrinsic Properties. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. Kai Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei
MMGLOTS: Multi-Modal Global-Local Transformer Segmentor for Remote Sensing Image Segmentation. WHISPERS (2023)
Shaohui Mei, Ge Zhang, Nan Wang, Bo Wu, Mingyang Ma, Yifan Zhang, Yan Feng
Lightweight Multiresolution Feature Fusion Network for Spectral Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yuheng Liu, Yifan Zhang, Ye Wang, Shaohui Mei
Rethinking Transformers for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Baorui Wang, Yifan Zhang, Yan Feng, Bobo Xie, Shaohui Mei
Attention-Enhanced Generative Adversarial Network for Hyperspectral Imagery Spatial Super-Resolution. Remote. Sens. 15 (14) (2023)
Shaohui Mei, Xiaofeng Chen, Yifan Zhang, Jun Li, Antonio Plaza
Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chao Song, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang, Qian Du
Hyperspectral Image Classification Using Hierarchical Spatial-Spectral Transformer. IGARSS (2022)
Nan Wang, Shaohui Mei, Yifan Zhang, Bowei Zhang, Mingyang Ma, Xiangqing Zhang
Reconstructing Hyperspectral Images from RGB Inputs Based on Intrinsic Image Decomposition. IGARSS (2022)
Ge Zhang, Shaohui Mei, Bobo Xie, Mingyang Ma, Yifan Zhang, Yan Feng, Qian Du
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bobo Xie, Shaohui Mei, Ge Zhang, Yifan Zhang, Yan Feng, Qian Du
Extended Collaborative Representation-Based Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Bobo Xie, Yifan Zhang, Shaohui Mei, Ge Zhang, Yan Feng, Qian Du
Spectral Variation Augmented Representation for Hyperspectral Imagery Classification With Few Labeled Samples. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhi Zhang, Ruoqiao Jiang, Shaohui Mei, Shun Zhang, Yifan Zhang
Rotation-Invariant Feature Learning for Object Detection in VHR Optical Remote Sensing Images by Double-Net. IEEE Access 8 (2020)
Yifan Zhang, Ting Wang, Shaohui Mei, Qian Du
Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Yifan Zhang, Jin Tian, Tuo Zhao, Shaohui Mei
Spatial Resolution Enhancement of Remote Sensing Hyperspectral Images With Localized Spatial-Spectral Dictionary Pair. IEEE Access 8 (2020)
Shaohui Mei, Ge Zhang, Jun Li, Yifan Zhang, Qian Du
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Yifan Zhang, Tianqing Zhao, Bobo Xie, Shaohui Mei
Hyperspectral Image Super-Resolution Classification with a Small Training Set Using Spectral Variation Extended Endmember Library. IGARSS (2019)
Bobo Xie, Yifan Zhang, Feng Yan, Yan Feng, Shaohui Mei
Hyperspectral Imagery Target Detection Using Collaborative Representation with Spectral Variation Extended Dictionary. IGARSS (2019)
Yunhao Geng, Shaohui Mei, Jin Tian, Yifan Zhang, Qian Du
Spatial Constrained Hyperspectral Reconstruction from RGB Inputs Using Dictionary Representation. IGARSS (2019)
Xiao Liu, Shaohui Mei, Zhi Zhang, Yifan Zhang, Jingyu Ji, Qian Du
Decs-Net: Convolutional Self-Encoding Network for Hyperspectral Image Denoising. IGARSS (2019)
Shaohui Mei, Bakht Muhammad Khan, Yifan Zhang, Qian Du
Low-Complexity Hyperspectral Image Compression Using Folded PCA and JPEG2000. IGARSS (2018)
Jin Tian, Yifan Zhang, Yang Lu, Shaohui Mei
Hyperspectral and Multispectral Image Fusion with Dual-Source Spatial-Spectral Dictionary. IGARSS (2018)
Yifan Zhang, Duanguang Zhang, Ting Wang
Super-Resolution Classification of Hyperspectral Images with a Small Training Set Using Semi-Supervised Learning. WHISPERS (2018)
Xiaofeng Chen, Jingyu Ji, Shaohui Mei, Yifan Zhang, Manli Han, Qian Du
FPGA Based Implementation of Convolutional Neural Network for Hyperspectral Classification. IGARSS (2018)
Yifan Zhang, Ting Wang, Renjie He, Mingyi He
Subpixel mapping of hyperspectral images with hybrid endmember library and optimized abundances. APSIPA (2017)
Shaohui Mei, Ruoqiao Jiang, Jingyu Ji, Jun Sun, Yang Peng, Yifan Zhang
Invariant feature extraction for image classification via multi-channel convolutional neural network. ISPACS (2017)
Ting Wang, Yifan Zhang, Shaohui Mei
A novel subpixel mapping approach based on spectral unmixing for hyperspectral images. ISPACS (2017)
Yifan Zhang, Duanguang Zhang, Jun Sun, Yang Peng
Hyperspectral image subpixel mapping based on spatial-spectral endmember dictionary with collaborative representation. IGARSS (2017)
Yifan Zhang, Tuo Zhao, Mingyi He
Hyperspectral and multispectral image fusion using local spatial-spectral dictionary pair. APSIPA (2017)
Shaohui Mei, Xin Yuan, Jingyu Ji, Yifan Zhang, Shuai Wan, Qian Du
Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network. Remote. Sens. 9 (11) (2017)
Yifan Zhang, Bobo Xie, Jun Sun, Yang Peng
A hybrid sparsity and constrained energy minimization detector for hyperspectral images. IGARSS (2017)
Yifan Zhang, Xiaoqin Xue, Ting Wang, Mingyi He
A Hybrid Subpixel Mapping Framework for Hyperspectral Images Using Collaborative Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (11) (2017)
Juping Liang, Yifan Zhang, Shaohui Mei
Hyperspectral and multispectral image fusion using dual-source localized dictionary pair. ISPACS (2017)
Mingyi He, Xiaohui Li, Yifan Zhang, Jing Zhang, Weigang Wang
Hyperspectral image classification based on deep stacking network. IGARSS (2016)
Muhammad Fahad, Mingyi He, Yifan Zhang
Combination of CEM & RXD for target detection in hyperspectral images. WHISPERS (2016)
Tuo Zhao, Yifan Zhang, Xiaoqin Xue, Mingyi He
Hyperspectral and multispectral image fusion using collaborative representation with local adaptive dictionary pair. IGARSS (2016)
Xiaoqin Xue, Yifan Zhang, Tuo Zhao, Mingyi He
Subpixel mapping of hyperspectral images based on collaborative representation. IGARSS (2016)
Yifan Zhang, Yan Gao, Yang Liu, Mingyi He
Hyperspectral and multispectral image fusion based on constrained CNMF unmixing. WHISPERS (2015)
Yifan Zhang, Yakun Wang, Yang Liu, Chuwen Zhang, Mingyi He, Shaohui Mei
Hyperspectral and multispectral image fusion using CNMF with minimum endmember simplex volume and abundance sparsity constraints. IGARSS (2015)
Yifan Zhang
An EM- and wavelet-based multi-band image restoration approach. DSP (2014)
Yifan Zhang, Arno Duijster, Paul Scheunders
A Bayesian Restoration Approach for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 50 (9) (2012)
Mohamed Amine Bendoumi, Mingyi He, Shaohui Mei, Yifan Zhang
Unmixing approach for hyperspectral data resolution enhancement using high resolution multispectral image. ICARCV (2012)
Yifan Zhang, Mingyi He
An EM-based spatial-spectral restoration approach for hyperspectral images. WHISPERS (2012)
Shaohui Mei, Mingyi He, Yifan Zhang, Zhiyong Wang, David Dagan Feng
Improving Spatial-Spectral Endmember Extraction in the Presence of Anomalous Ground Objects. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Yifan Zhang, Shaohui Mei, Mingyi He
Bayesian fusion of hyperspectral and multispectral images using Gaussian scale mixture prior. IGARSS (2011)
Yifan Zhang, Arno Duijster, Paul Scheunders
A hyperspectral image restoration technique. ICIP (2009)
Yifan Zhang, Steve De Backer, Paul Scheunders
Noise-Resistant Wavelet-Based Bayesian Fusion of Multispectral and Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 47 (11) (2009)
Yifan Zhang, Arno Duijster, Paul Scheunders
A Combined Hyperspectral Image Restoration and Fusion Approach. IGARSS (3) (2009)
Yifan Zhang, Steve De Backer, Paul Scheunders
Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain. IGARSS (5) (2008)
Muyun Weng, Mingyi He, Yifan Zhang
An Adaptive Implementation of the Kernel-Based Object Tracking Method. ICICIC (2) (2006)