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ORCIDIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 16
Volume 16, 2023
- Farshad Safavi
, Maryam Rahnemoonfar:
Comparative Study of Real-Time Semantic Segmentation Networks in Aerial Images During Flooding Events. 15-31
- Lei Song, Min Xia, Liguo Weng, Haifeng Lin, Ming Qian, Binyu Chen:
Axial Cross Attention Meets CNN: Bibranch Fusion Network for Change Detection. 32-43 - Linying Zhao, Shunping Ji:
CNN, RNN, or ViT? An Evaluation of Different Deep Learning Architectures for Spatio-Temporal Representation of Sentinel Time Series. 44-56 - Sankar K. Pal, Dasari Arun Kumar:
Adaptive Granulation-Based Convolutional Neural Networks With Single Pass Learning for Remote Sensing Image Classification. 57-70 - Junjie Song, Lingjuan Miao, Qi Ming, Zhiqiang Zhou, Yunpeng Dong:
Fine-Grained Object Detection in Remote Sensing Images via Adaptive Label Assignment and Refined-Balanced Feature Pyramid Network. 71-82 - Martin Simon, Sander Rikka, Sven Nõmm, Victor Alari:
Application of the LSTM Models for Baltic Sea Wave Spectra Estimation. 83-88 - Cuiyu Xiao, Yulong Zhong, Wei Feng, Wei Gao, Zhonghua Wang, Min Zhong, Bing Ji:
Monitoring the Catastrophic Flood With GRACE-FO and Near-Real-Time Precipitation Data in Northern Henan Province of China in July 2021. 89-101 - Iaroslav Koshelev, Maxim Savinov, Alexander Menshchikov, Andrey Somov:
Drone-Aided Detection of Weeds: Transfer Learning for Embedded Image Processing. 102-111 - Yin Zhang, Qingwu Hu, Hailong Li, Jiayuan Li, Tiancheng Liu, Yuting Chen, Mingyao Ai, Jianye Dong:
A Back Propagation Neural Network-Based Radiometric Correction Method (BPNNRCM) for UAV Multispectral Image. 112-125 - Yanan Guo, Pengbo Wang, Xinkai Zhou, Tao He, Jie Chen:
An Improved Imaging Algorithm for HRWS Space-Borne SAR Data Processing Based on CVPRI. 126-140 - Peipei He, Kejia Gao, Wenkai Liu, Wei Song, Qingfeng Hu, Xingxing Cheng, Shiming Li:
OFFS-Net: Optimal Feature Fusion-Based Spectral Information Network for Airborne Point Cloud Classification. 141-152 - Yueze Zheng, Junhuan Peng, Xue Chen, Cheng Huang, Pinxiang Chen, Sen Li, Yuhan Su:
Spatial and Temporal Evolution of Ground Subsidence in the Beijing Plain Area Using Long Time Series Interferometry. 153-165 - Gemine Vivone, Andrea Garzelli, Yang Xu, Wenzhi Liao, Jocelyn Chanussot:
Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge. 166-179 - Xiran Zhou, Soe W. Myint:
Shadow Pattern-Enhanced Building Height Extraction Using Very-High-Resolution Image. 180-190 - Huifang Li, Chao Hu, Xinrun Zhong, Chao Zeng, Huanfeng Shen:
Solid Waste Detection in Cities Using Remote Sensing Imagery Based on a Location-Guided Key Point Network With Multiple Enhancements. 191-201 - Zhimei Zhang, Yanguo Fan, Aizhu Zhang, Zhijun Jiao:
Baseline-Based Soil Salinity Index (BSSI): A Novel Remote Sensing Monitoring Method of Soil Salinization. 202-214 - Xiao Qian, Tai-Xiang Jiang, Xi-Le Zhao:
SelfS2: Self-Supervised Transfer Learning for Sentinel-2 Multispectral Image Super-Resolution. 215-227 - Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza:
Monitoring the Spatiotemporal Distribution of Invasive Aquatic Plants in the Guadiana River, Spain. 228-241 - Ah Young Cho, Si-eun Park, Duk-jin Kim, Junwoo Kim, Chenglei Li, Juyoung Song:
Burned Area Mapping Using Unitemporal PlanetScope Imagery With a Deep Learning Based Approach. 242-253 - Seyed Mahdi Mirhoseini Nejad, Dariush Abbasi-Moghadam, Alireza Sharifi, Nizom Farmonov, Khilola Amankulova, László Mucsi:
Multispectral Crop Yield Prediction Using 3D-Convolutional Neural Networks and Attention Convolutional LSTM Approaches. 254-266 - Quanjun He, Xin Hu, Yanwei Wu:
Evaluation and Improvement of FY-4A/AGRI Sea Surface Temperature Data. 267-277 - Linghao Kong, Ting Chen, Taibo Kang, Qing Chen, Di Zhang:
An Automatic and Accurate Method for Marking Ground Control Points in Unmanned Aerial Vehicle Photogrammetry. 278-290 - Yue Zhou, Xue Jiang, Guozheng Xu, Xue Yang, Xingzhao Liu, Zhou Li:
PVT-SAR: An Arbitrarily Oriented SAR Ship Detector With Pyramid Vision Transformer. 291-305 - Liming Zhou, Xiaohan Rao, Yahui Li, Xianyu Zuo, Yang Liu, Yinghao Lin, Yong Yang:
SWDet: Anchor-Based Object Detector for Solid Waste Detection in Aerial Images. 306-320 - Chaogang Guo, Weihua Ai, Xi Zhang, Yanan Guan, Yin Liu, Shensen Hu, Xianbin Zhao:
Correction of Sea Surface Wind Speed Based on SAR Rainfall Grade Classification Using Convolutional Neural Network. 321-328 - Qian Weng, Zhiming Huang, Jiawen Lin, Cairen Jian, Zhengyuan Mao:
Remote Sensing Scene Classification Via Multigranularity Alternating Feature Mining. 318-330 - Xiaojing Geng, Ganggang Dong, Ziheng Xia, Hongwei Liu:
SAR Target Recognition via Random Sampling Combination in Open-World Environments. 331-343 - Zhonghua Hong, Bin Tu, Xiaohua Tong, Haiyan Pan, Ruyan Zhou, Yun Zhang, Yanling Han, Jing Wang, Shuhu Yang, Zhenling Ma:
A Fast Large-Scale Path Planning Method on Lunar DEM Using Distributed Tile Pyramid Strategy. 344-355 - Jeong-Eun Park, Yun-Jeong Choi, Jaehoon Jeong, Sungwook Hong:
Hypothetical Cirrus Band Generation for Advanced Himawari Imager Sensor Using Data-to-Data Translation With Advanced Meteorological Imager Observations. 356-368 - Liangyi Cui, Xin Jing, Yu Wang, Yixuan Huan, Yang Xu, Qiangqiang Zhang:
Improved Swin Transformer-Based Semantic Segmentation of Postearthquake Dense Buildings in Urban Areas Using Remote Sensing Images. 369-385 - Jianguo Yin, Jiahua Wei, Qiong Li, Olusola O. Ayantobo:
Regional Characteristics and Impact Factors of Change in Terrestrial Water Storage in Northwestern China From 2002 to 2020. 386-398 - Wenzhong Tian, Qingzhan Zhao, Za Kan, Xuefeng Long, Hanqing Liu, Juntao Cheng:
A New Method for Estimating Signal-to-Noise Ratio in UAV Hyperspectral Images Based on Pure Pixel Extraction. 399-408 - Yang Cao, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Yijia Song, Aifeng Ren, Mengdao Xing:
A Two-Step Ensemble-Based Genetic Algorithm for Land Cover Classification. 409-418 - Zhenqiu Shu, Zigao Liu, Jun Zhou, Songze Tang, Zhengtao Yu, Xiaojun Wu:
Spatial-Spectral Split Attention Residual Network for Hyperspectral Image Classification. 419-430 - Xiangyu Zhuo, Jiaojiao Tian, Friedrich Fraundorfer:
Cross Field-Based Segmentation and Learning-Based Vectorization for Rectangular Windows. 431-448 - Weizhen Ji, Yunhao Chen, Kangning Li, Xiujuan Dai:
Multicascaded Feature Fusion-Based Deep Learning Network for Local Climate Zone Classification Based on the So2Sat LCZ42 Benchmark Dataset. 449-467 - Yaqiong Wang, Huan Xie, Chao Wang, Xiaohua Tong, Sicong Liu, Xiong Xu:
Determination of the Spatial Extent of the Engine Exhaust-Disturbed Region of the Chang'E-4 Landing Site Using LROC NAC Images. 468-481 - Mikhail Sokolov, Christopher J. Henry, Joni Storie, Christopher David Storie, Victor Alhassan, Mathieu Turgeon-Pelchat:
High-Resolution Semantically Consistent Image-to-Image Translation. 482-492 - Yunish Shrestha, Yan Zhang, Greg M. McFarquhar, William Blake, Mariusz Starzec, Steven D. Harrah:
Development of Simulation Models Supporting Next-Generation Airborne Weather Radar for High Ice Water Content Monitoring. 493-507 - Pengbo Wang, Xinkai Zhou, Yue Fang, Hongcheng Zeng, Jie Chen:
GNSS-Based Passive Inverse SAR Imaging. 508-521 - Cheng Shang, Shan Jiang, Feng Ling, Xiaodong Li, Yadong Zhou, Yun Du:
Spectral-Spatial Generative Adversarial Network for Super-Resolution Land Cover Mapping With Multispectral Remotely Sensed Imagery. 522-537 - Claudia Olivares-Cabello, David Chaparro, Mercè Vall-llossera, Adriano Camps, Carlos López-Martínez:
Global Unsupervised Assessment of Multifrequency Vegetation Optical Depth Sensitivity to Vegetation Cover. 538-552 - Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Senlin Zhu:
Novel Air2water Model Variant for Lake Surface Temperature Modeling With Detailed Analysis of Calibration Methods. 553-569 - Tong Xiao, Yiliang Wan, Jianjun Chen, Wenzhong Shi, Jianxin Qin, Deping Li:
Multiresolution-Based Rough Fuzzy Possibilistic -Means Clustering Method for Land Cover Change Detection. 570-580 - Pengfei Liu, Lanlan Liu, Liang Xiao:
A Novel Tensor-Based Hyperspectral Image Restoration Method With Low-Rank Modeling in Gradient Domains. 581-597 - Min Liu, Peng Xiao, Lu Liu, Xiaohong Sui, Chunzhu Yuan:
Tomographic Imaging for Orbital Radar Sounding of Earth's Ice Sheets. 598-608 - Qingzhi Zhao, Jing Su, Chaoqian Xu, Yibin Yao, Xiaoya Zhang, Jifeng Wu:
High-Precision ZTD Model of Altitude-Related Correction. 609-621 - Zhonghua Hong, Changyou Xu, Xiaohua Tong, Shijie Liu, Ruyan Zhou, Haiyan Pan, Yun Zhang, Yanling Han, Jing Wang, Shuhu Yang:
Efficient Global Color, Luminance, and Contrast Consistency Optimization for Multiple Remote Sensing Images. 622-637 - Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao:
A Multiresolution Details Enhanced Attentive Dual-UNet for Hyperspectral and Multispectral Image Fusion. 638-655 - Gang Liang, Xinglei Zhao, Jianhu Zhao, Fengnian Zhou:
MVCNN: A Deep Learning-Based Ocean-Land Waveform Classification Network for Single-Wavelength LiDAR Bathymetry. 656-674 - Jiabin Liu, Huaigang Huang, Hanxiao Sun, Zhifeng Wu, Renbo Luo:
LRAD-Net: An Improved Lightweight Network for Building Extraction From Remote Sensing Images. 675-687 - Fanglong Yao, Xian Sun, Nayu Liu, Changyuan Tian, Liangyu Xu, Leiyi Hu, Chibiao Ding:
Hypergraph-Enhanced Textual-Visual Matching Network for Cross-Modal Remote Sensing Image Retrieval via Dynamic Hypergraph Learning. 688-701 - Gabriel Dax, Srilakshmi Nagarajan, Hao Li, Martin Werner:
Compression Supports Spatial Deep Learning. 702-713 - Qingjian Wang, Sen Wang, Mingfang Chen, Yang Zhu:
DARN: Distance Attention Residual Network for Lightweight Remote-Sensing Image Superresolution. 714-724 - Hao Xiang, Baozhu Li, Le Sun, Yuhui Zheng, Zebin Wu, Jianwei Zhang, Byeungwoo Jeon:
Hyperspectral Compressive Image Reconstruction With Deep Tucker Decomposition and Spatial-Spectral Learning Network. 725-737 - Meiqiao Bi, Minghua Wang, Zhi Li, Danfeng Hong:
Vision Transformer With Contrastive Learning for Remote Sensing Image Scene Classification. 738-749 - Xiang Wen, Xing Li, Wenquan Han, Erzhu Li, Wei Liu, Lianpeng Zhang, Yihu Zhu, Shengli Wang, Sibao Hao:
A Building Shape Vectorization Hierarchy From VHR Remote Sensing Imagery Combined DCNNs-Based Edge Detection and PCA-Based Corner Extraction. 750-761 - Miguel Morata, Bastian Siegmann, Adrián Pérez-Suay, José Luis García-Soria, Juan Pablo Rivera Caicedo, Jochem Verrelst:
Neural Network Emulation of Synthetic Hyperspectral Sentinel-2-Like Imagery With Uncertainty. 762-772 - Wuttichai Boonpook, Yumin Tan, Kritanai Torsri, Patcharin Kamsing, Peerapong Torteeka, Attawut Nardkulpat:
PCL-PTD Net: Parallel Cross-Learning-Based Pixel Transferred Deconvolutional Network for Building Extraction in Dense Building Areas With Shadow. 773-786 - Guoli Nie, Guisheng Liao, Cao Zeng, Xuepan Zhang, Dongchen Li:
Joint Radio Frequency Interference and Deceptive Jamming Suppression Method for Single-Channel SAR via Subpulse Coding. 787-798 - Yong Yang, Chenxu Wan, Shuying Huang, Hangyuan Lu, Weiguo Wan:
Pansharpening Based on Adaptive High-Frequency Fusion and Injection Coefficients Optimization. 799-811 - Hongfeng Yu, Fanglong Yao, Wanxuan Lu, Nayu Liu, Peiguang Li, Hongjian You, Xian Sun:
Text-Image Matching for Cross-Modal Remote Sensing Image Retrieval via Graph Neural Network. 812-824 - Mengxin Yuan, Xi Li, Deren Li, Ji Wu:
An Analysis of Environmental Effect on VIIRS Nighttime Light Monthly Composite Data at Multiple Scales in China. 825-840 - Yun Zhang, Qi Lu, Qin Jin, Wanting Meng, Shuhu Yang, Shen Huang, Yanling Han, Zhonghua Hong, Zhansheng Chen, Weiliang Liu:
Global Sea Surface Height Measurement From CYGNSS Based on Machine Learning. 841-852 - Wenming He, Zhenzhan Wang, Wenyu Wang, Zhou Zhang:
Sensitivity Analysis of Microwave Spectrometer for Atmospheric Temperature and Humidity Sounding on the New Generation Fengyun Satellite. 853-865 - Jón Atli Benediktsson, Melba M. Crawford, John P. Kerekes, Jie Shan:
Foreword. 866-867 - Zhenyu Kang, Xingwen Quan, Gengke Lai:
Assessing the Effects of Fuel Moisture Content on the 2018 Megafires in California. 868-877 - Weicheng Ni, Ad Stoffelen, Kaijun Ren:
Tropical Cyclone Wind Direction Retrieval From Dual-Polarized SAR Imagery Using Histogram of Oriented Gradients and Hann Window Function. 878-888 - Zhiqi Zhang, Wen Lu, Xiaoxiao Feng, Jinshan Cao, Guangqi Xie:
A Discriminative Feature Learning Approach With Distinguishable Distance Metrics for Remote Sensing Image Classification and Retrieval. 889-901 - Vivek Kamra, Prachi Kudeshia, Somaye Arabi Naree, Dong Chen, Yasushi Akiyama, Jiju Peethambaran:
Lightweight Reconstruction of Urban Buildings: Data Structures, Algorithms, and Future Directions. 902-917 - Yiting Wang, Yinggang Zhan, Guangjian Yan, Donghui Xie:
Generalized Fine-Resolution FPAR Estimation Using Google Earth Engine: Random Forest or Multiple Linear Regression. 918-929 - Donghang Yu, Qing Xu, Xiangyun Liu, Haitao Guo, Jun Lu, Yuzhun Lin, Liang Lv:
Dual-Resolution and Deformable Multihead Network for Oriented Object Detection in Remote Sensing Images. 930-945 - Sheng Lin, Min Zhang, Xi Cheng, Kexue Zhou, Shaobo Zhao, Hai Wang:
Hyperspectral Anomaly Detection via Sparse Representation and Collaborative Representation. 946-961 - Tiantian Feng, Xiaomin Liu, Rongxing Li:
Super-Resolution-Aided Sea Ice Concentration Estimation From AMSR2 Images by Encoder-Decoder Networks With Atrous Convolution. 962-973 - Jyh-Ching Juang:
Determination and Sensitivity Analysis of the Specular Reflection Point in GNSS Reflectometry. 974-982 - Panli Yuan, Qingzhan Zhao, Yuchen Zheng, Xuewen Wang, Bin Hu:
Capturing Small Objects and Edges Information for Cross-Sensor and Cross-Region Land Cover Semantic Segmentation in Arid Areas. 983-997 - Yangyang Chen, Dongping Ming, Junchuan Yu, Lu Xu, Yanni Ma, Yan Li, Xiao Ling, Yueqin Zhu:
Susceptibility-Guided Landslide Detection Using Fully Convolutional Neural Network. 998-1018 - Pan Duan, Fei Zhang, Changjiang Liu, Mou Leong Tan, Jingchao Shi, Weiwei Wang, Yunfei Cai, Hsiang-te Kung, Shengtian Yang:
High-Resolution Planetscope Imagery and Machine Learning for Estimating Suspended Particulate Matter in the Ebinur Lake, Xinjiang, China. 1019-1032 - Jie Li, Dongkai Yang, Feng Wang, Xuebao Hong:
A New Algorithm for Measuring Vegetation Growth Using GNSS Interferometric Reflectometry. 1033-1041 - Lin Bai, Cheng Yao, Zhen Ye, Dongling Xue, Xiangyuan Lin, Meng Hui:
Feature Enhancement Pyramid and Shallow Feature Reconstruction Network for SAR Ship Detection. 1042-1056 - Wei Tian, Xinxin Zhou, Xianhua Niu, Linhong Lai, Yonghong Zhang, Kenny Thiam Choy Lim Kam Sian:
A Lightweight Multitask Learning Model With Adaptive Loss Balance for Tropical Cyclone Intensity and Size Estimation. 1057-1071 - Qigao Zhou, Shuai Zhou, Feng Shen, Juan Yin, Dingjie Xu:
Hyperspectral Image Classification Based on 3-D Multihead Self-Attention Spectral-Spatial Feature Fusion Network. 1072-1084 - Zhaohui Xue, Tianzhi Zhu, Yiyang Zhou, Mengxue Zhang:
Bag-of-Features-Driven Spectral-Spatial Siamese Neural Network for Hyperspectral Image Classification. 1085-1099 - Mengmeng Wang, Miao Li, Zhengjia Zhang, Tian Hu, Guojin He, Zhaoming Zhang, Guizhou Wang, Hua Li, Junlei Tan, Xiuguo Liu:
Land Surface Temperature Retrieval From Landsat 9 TIRS-2 Data Using Radiance-Based Split-Window Algorithm. 1100-1112 - Hunsoo Song, Hsiuhan Lexie Yang, Jinha Jung:
Self-Filtered Learning for Semantic Segmentation of Buildings in Remote Sensing Imagery With Noisy Labels. 1113-1129 - Yuwen Zhang, Yishu Peng, Bing Tu, Yaru Liu:
Local Information Interaction Transformer for Hyperspectral and LiDAR Data Classification. 1130-1143 - Qingquan Li, Hui Huang, Wenshuai Yu, San Jiang:
Optimized Views Photogrammetry: Precision Analysis and a Large-Scale Case Study in Qingdao. 1144-1159 - Yangfan Li, Chunjiang Bian, Hongzhen Chen:
Dynamic Soft Label Assignment for Arbitrary-Oriented Ship Detection. 1160-1170 - Xiaoning Chen, Zonghao Han, Yong Li, Mingyang Ma, Shaohui Mei, Wei Cheng:
Attention-Aware Deep Feature Embedding for Remote Sensing Image Scene Classification. 1171-1184 - Martin Hermann, Sudipan Saha, Xiao Xiang Zhu:
Filtering Specialized Change in a Few-Shot Setting. 1185-1196 - Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu:
Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description. 1197-1210 - Wanjie Lu, Chaozhen Lan, Chaoyang Niu, Wei Liu, Liang Lyu, Qunshan Shi, Shiju Wang:
A CNN-Transformer Hybrid Model Based on CSWin Transformer for UAV Image Object Detection. 1211-1231 - Xun Wang, Tianxiao Yu, Deshan Feng, Siyuan Ding, Bingchao Li, Yuxin Liu, Zheng Feng:
A High-Efficiency Spectral Element Method Based on CFS-PML for GPR Numerical Simulation and Reverse Time Migration. 1232-1243 - Siyi Qiu, Liang Liang, Qianjie Wang, Di Geng, Junjun Wu, Shuguo Wang, Bingqian Chen:
Estimation of European Terrestrial Ecosystem NEP Based on an Improved CASA Model. 1244-1255 - Jue Zhang, Ping He, Xiaoping Hu, Zhumei Liu:
The Spatio-Temporal Patterns of Glacier Activities in the Eastern Pamir Plateau Investigated by Time Series Sub-Pixel Offsets From Sentinel-2 Optical Images. 1256-1268 - Han Zhang, Lin Lei, Weiping Ni, Xiaoliang Yang, Tao Tang, Kenan Cheng, Deliang Xiang, Gangyao Kuang:
Optical and SAR Image Dense Registration Using a Robust Deep Optical Flow Framework. 1269-1294 - Shengliang Han, Daiyin Zhu, Xinhua Mao:
Squint Spotlight SAR Imaging by Two-Step Scaling Transform-Based Extended PFA and 2-D Autofocus. 1295-1307 - Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel:
Spectral-Temporal Fusion of Satellite Images via an End-to-End Two-Stream Attention With an Effective Reconstruction Network. 1308-1320 - Alexander Akins, Shannon T. Brown, Tong Lee, Sidharth Misra, Simon Yueh:
Simulation Framework and Case Studies for the Design of Sea Surface Salinity Remote Sensing Missions. 1321-1334 - Yishu Peng, Yaru Liu, Bing Tu, Yuwen Zhang:
Convolutional Transformer-Based Few-Shot Learning for Cross-Domain Hyperspectral Image Classification. 1335-1349 - Yijie Tang, Qunming Wang, Peter M. Atkinson:
Filling Then Spatio-Temporal Fusion for All-Sky MODIS Land Surface Temperature Generation. 1350-1364 - Moritz Lucas, Antara Dasgupta, Björn Waske:
Analyzing Gradual Vegetation Changes in the Athabasca Oil Sands Region Using Landsat Data. 1365-1377 - Xue Ouyang, Yanyan Xu, Yangsu Mao, Yunqi Liu, Zhiheng Wang, Yuejing Yan:
Blockchain-Assisted Verifiable and Secure Remote Sensing Image Retrieval in Cloud Environment. 1378-1389 - Zijun Yang, Chunyuan Diao, Feng Gao:
Towards Scalable Within-Season Crop Mapping With Phenology Normalization and Deep Learning. 1390-1402 - Yonghong Yi, Kazem Bakian-Dogaheh, Mahta Moghaddam, Umakant Mishra, John S. Kimball:
Mapping Surface Organic Soil Properties in Arctic Tundra Using C-Band SAR Data. 1403-1413 - Song Xiao, Tian Zhang, Zhangchun Xu, Jiahui Qu, Shaoxiong Hou, Wenqian Dong:
Anomaly Detection of Hyperspectral Images Based on Transformer With Spatial-Spectral Dual-Window Mask. 1414-1426