中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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自动化研究所 [66]
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期刊论文 [142]
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Interpretable deep learning hybrid streamflow prediction modeling based on multi-source data fusion
期刊论文
OAI收割
ENVIRONMENTAL MODELLING & SOFTWARE, 2026, 卷号: 196, 页码: 106796
作者:
Wang, Zhaocai
;
Ding, Cheng
;
Xu, Nannan
;
Wang, Weilong
;
Zhang, Xingxing
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/02/09
Streamflow prediction
Deep learning
Feature extraction
Mode decomposition
Nonlinear integration
Interpretability
FGOM-RTDETR: Far-Shore-Guided Object-Focusing Multiscale Network With Real-Time Detection Transformer for Infrared Ship Target Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2026, 卷号: 64, 页码: 5002916
作者:
Wang, Haobin
;
Tang, Bo-Hui
;
Cai, Fangliang
;
Li, Menghua
;
Zhang, Zheng
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2026/04/16
Marine vehicles
Feature extraction
Accuracy
Real-time systems
Monitoring
Remote sensing
Object detection
Laboratories
Deep learning
Transformers
Coordinate attention golden feature pyramid network (CAGoldFPN)
far-shore-guided object-focusing multiscale network with real-time detection Transformer (FGOM-RTDETR)
feature reparameterization (FRep)
infrared ship detection
multiscale feature fusion
multiscale stacked network (MuSSNet)
RTDETR
TSP-Former: A Phenology-Guided Transformer for Tobacco Mapping Using Satellite Image Time Series
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: 2423-2438
作者:
Gao, Huaming
;
Bai, Yongqing
;
Sun, Qing
;
Wang, Haoran
;
Tian, Xiangyu
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/02/09
Crops
Time series analysis
Remote sensing
Deep learning
Accuracy
Earth
Feature extraction
Economics
Satellite images
Biological system modeling
Deep learning (DL)
phenological priors
remote sensing (RS)
Sentinel-2 time series
tobacco mapping
ACWCD: Utilizing Inherent Transformers Information and Prior Knowledge for Weakly Supervised Change Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4402614
作者:
Liu, Wenhao
;
Yu, Zhuoyuan
;
Luo, Bin
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2025/03/18
Cams
Transformers
Feature extraction
Neural networks
Training
Data mining
Remote sensing
Refining
Deep learning
Decoding
Change detection (CD)
class activation maps (CAMs)
deep learning
high-resolution images
multihead self-attention (MHSA)
prior knowledge
transformers
weakly supervised learning
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:101/0
  |  
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
Automatic Segmentation and Characterization of Structure Planes From Borehole Images Based on Deep Learning
期刊论文
OAI收割
IEEE ACCESS, 2025, 卷号: 13, 页码: 34789-34801
作者:
Chen, Shuangyuan
;
Han, Zengqiang
;
Cheng, Yi
;
Wang, Chao
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2025/06/27
Image segmentation
Decoding
Rocks
Feature extraction
Imaging
Image edge detection
Probes
Geotechnical engineering
Deep learning
Cameras
Borehole image
feature extraction
fracture detection
image segmentation
Precipitation Nowcasting Based on Radar Echo Images via Multiscale Spatiotemporal LSTM
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 5105614
作者:
Wang, Yueting
;
Yao, Ling
;
Jiang, Hou
;
Liu, Tang
;
Lu, Yuxiang
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/08/21
Spatiotemporal phenomena
Precipitation
Radar
Long short term memory
Predictive models
Radar imaging
Forecasting
Extrapolation
Feature extraction
Convolution
Deep learning (DL)
long short-term memory (LSTM)
multiscale spatiotemporal ((MST)-T-2) feature
precipitation nowcasting
radar echo extrapolation
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:0/0
  |  
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)
A Real-Time Orthophoto Generation Approach for UAV Based on Deep Learning Visual Feature
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 5640713
作者:
Du, Bing
;
Ye, Huping
;
Zhang, Yuyu
;
Liao, Xiaohan
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/10/20
Real-time systems
Autonomous aerial vehicles
Simultaneous localization and mapping
Visualization
Cameras
Feature extraction
Accuracy
Deep learning
Three-dimensional displays
Sensors
orthophoto
real-time
remote sensing
uncrewed aerial vehicle (UAV)
Fine-Scale Small Water Body Uncovered by GF-2 Remote Sensing and Multifeature Deep Learning Model
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: 16750-16768
作者:
Jiang, Yixin
;
Wang, Chunlin
;
Huang, Zhaji
;
Li, Dandan
;
Wang, Biao
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/08/21
Water resources
Urban areas
Remote sensing
Spatial resolution
Feature extraction
Deep learning
Rivers
Land surface
Ecosystems
Biological system modeling
Multifeature integration
small water body extraction
spatial distribution
urban water bodies