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BIMIM: Band-Independent Masked Image Modeling With Transformer for Multispectral Satellite Imagery
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2026, 卷号: 19, 页码: 6443-6459
作者:
Song, Jia
;
Xia, Luosheng
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2026/04/16
Transformers
Image reconstruction
Remote sensing
Feature extraction
Satellite images
Computational modeling
Adaptation models
Representation learning
Land surface
Training
Embedding
masked image modeling (MIM)
multispectral image classification
self-supervised learning (SSL)
transformer
Adaptive Semantic Communication System for High-Quality Remote Sensing Image Transmission in Unstable Wireless Environments
期刊论文
OAI收割
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2026, 卷号: 25, 页码: 3001-3015
作者:
Tan, Zhangyayu
;
Liu, Caiping
;
Xie, Kun
;
Ouyang, Yudian
;
Wen, Jigang
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
Semantics
Image coding
Bandwidth
Image reconstruction
Signal to noise ratio
Wireless communication
Adaptation models
Wireless sensor networks
Remote sensing
Training
Joint source-channel coding (JSCC)
semantic compress
semantic communication
wireless image transmission
High Quality Compression and Transmission of Remote Sensing Images Based on Semantic Communication
期刊论文
OAI收割
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2025, 卷号: 10, 期号: 5, 页码: 843-857
作者:
Jiang, Yan
;
Xie, Kun
;
Ouyang, Yudian
;
Wen, Jigang
;
Zhang, Guangxing
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/03
Data transmission
image compression
remote sensing
remote sensing
semantic communication
semantic communication
scene classification
scene classification
scene classification
Parcel-Level Mapping of Artificial Forests Along the Middle Reach Valley of Yarlung Tsangpo River Based on Deep Learning Algorithms
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2025, 卷号: 22, 页码: 5
作者:
Xia, Changshuo
;
Zhao, Wei
;
Tan, Jianbo
;
Wu, Tianjun
;
Ding, Tao
  |  
收藏
  |  
浏览/下载:103/0
  |  
提交时间:2025/04/08
Forests
Accuracy
Feature extraction
Image segmentation
Training
Rivers
Deep learning
Remote sensing
Level set
Data mining
Artificial forests (AFs)
deep learning (DL)
image segmentation
Yarlung Tsangpo River
Deep Learning for Enhanced Ocean Color Remote Sensing: A Foundation Model Approach
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 18
作者:
Yang, Yi
;
Wang, Haoyu
;
Li, Xiaofeng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/12/09
Oceans
Image color analysis
Satellites
Training
Sea measurements
Foundation models
Adaptation models
Deep learning
Biological system modeling
Remote sensing
foundation model
multitask learning
ocean color
remote sensing
MCAMamba: Multilevel Cross-Modal Attention-Guided State-Space Model for Multisource Remote Sensing Image Classification
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4707819
作者:
Dou, Mingyu
;
Qiu, Shi
;
Hu, Ming
;
Qiao, Xiaozhen
;
Ye, Huping
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/12/19
Remote sensing
Feature extraction
Computational modeling
Transformers
Laser radar
Computational efficiency
Adaptation models
Synthetic aperture radar
Faces
Computational complexity
Attention mechanism
hyperspectral image (HSI)
light detection and ranging (LiDAR)
multisource remote sensing classification
state-space model (SSM)
synthetic aperture radar (SAR)
Research on Cross-Sensor Remote Sensing Image Super-Resolution Method Based on Diffusion Models
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 18528-18542
作者:
Miao, Ru
;
Yang, Kai
;
Zhou, Ke
;
Song, Jia
;
Fu, Shihao()
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/09/22
Diffusion models
Image reconstruction
Noise
Training
Remote sensing
Feature extraction
Imaging
Image restoration
Degradation
Data models
Deep learning
diffusion models
generative models
remote sensing
super-resolution (SR)
Bridging HSI and LiDAR Data With Frequency-Domain Hierarchical Fusion for Enhanced Classification
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 18
作者:
Gong, Luqi
;
Bai, Rui
;
Li, Yilang
;
Chen, Yue
;
Fan, Fanda
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/03
Frequency-domain analysis
Laser radar
Feature extraction
Data mining
Phase frequency detectors
Remote sensing
Principal component analysis
Soft sensors
Fast Fourier transforms
Accuracy
Category-aware
frequency domain
hyperspectral imaging (HSI)
light detection and ranging (LiDAR) image
Dual-Alignment CLIP: Task-Specific Alignment of Text and Visual Features for Few-Shot Remote Sensing Scene Classification
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 19260-19272
作者:
Deng, Dongmei
;
Yao, Ping
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/03
Remote sensing
Scene classification
Visualization
Training
Manuals
Few shot learning
Feature extraction
Adaptation models
Training data
Streaming media
Contrastive vision-language pretraining (CLIP)
few-shot learning (FSL)
image classification
remote sensing
CG-CFPANet: a multi-task network for built-up area extraction from SDGSAT-1 and Sentinel-2 remote sensing images
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2024, 卷号: 17, 期号: 1, 页码: 19
作者:
Wang, Lei
;
Ye, Cheng
;
Chen, Fang
;
Wang, Ning
;
Li, Congrong
  |  
收藏
  |  
浏览/下载:128/0
  |  
提交时间:2024/03/04
Built-up area
deep learning
remote sensing image
SDGSAT-1
semantic segmentation