中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [69]
长春光学精密机械与... [17]
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OAI收割 [138]
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期刊论文 [88]
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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:6/0
  |  
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
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:9/0
  |  
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
A wave-shaped CNN for marine-raft aquaculture-area extraction in SAR images
期刊论文
OAI收割
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2025, 卷号: 232, 页码: 110078
作者:
Guo, Yanjun
;
Du, Yunyan
;
Yan, Ming
;
Xie, Ting
;
Liu, Moyun
  |  
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2025/04/21
Remote sensing
Synthetic aperture radar (SAR) images
Marine-floating-raft aquaculture
Deep learning
Convolutional neural network (CNN)
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:41/0
  |  
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
SFobNet: An Improved Swin Transformer Integrating Urban Functional Zones for Object-Level Building Height Estimation From Sentinel-2 Images
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: 26961-26982
作者:
Bao, Wenxuan
;
Dou, Yinyin
;
Kuang, Wenhui
;
Guo, Changqing
;
Wei, Zhishou
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/12/19
Estimation
Buildings
Feature extraction
Transformers
Remote sensing
Urban areas
Data mining
Convolutional neural networks
Accuracy
Spatial resolution
Building height estimation
improved Swin Transformer
object-level
Sentinel-2 images
urban functional zones
LULC-SegNet: Enhancing Land Use and Land Cover Semantic Segmentation with Denoising Diffusion Feature Fusion
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 23, 页码: 4573
作者:
Shi, Zongwen
;
Fan, Junfu
;
Du, Yujie
;
Zhou, Yuke
;
Zhang, Yi
  |  
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2025/01/17
land use and land cover
semantic segmentation
remote sensing images
denoising diffusion probabilistic model
feature fusion
K-means clustering algorithms
Category-sensitive semi-supervised semantic segmentation framework for land-use/land-cover mapping with optical remote sensing images
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 卷号: 134, 页码: 104160
作者:
Chen, Jifa
;
Chen, Gang
;
Zhang, Li
;
Huang, Min
;
Luo, Jin
  |  
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2024/10/21
Land-use/land-cover mapping
Semantic segmentation
Semi-supervised learning
Optical remote sensing images
Identifying the Characteristics and Implications of Post-Earthquake Debris Flow Events Based on Multi-Source Remote Sensing Images
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 17, 页码: 3336
作者:
Jin, Wen
;
Zhang, Guotao
;
Ding, Yi
;
Liu, Nanjiang
;
Huo, Xiaowei
  |  
收藏
  |  
浏览/下载:70/0
  |  
提交时间:2024/10/21
multi-source remote sensing images
loose materials
post-earthquake debris flow
channel evolution
accumulation fan
DDPM-SegFormer: Highly refined feature land use and land cover segmentation with a fused denoising diffusion probabilistic model and transformer
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 卷号: 133, 页码: 104093
作者:
Fan, Junfu
;
Shi, Zongwen
;
Ren, Zhoupeng
;
Zhou, Yuke
;
Ji, Min
  |  
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2024/09/19
Land use and land cover
Semantic segmentation
Remote sensing images
Denoising diffusion probabilistic model
Feature fusion
Information bottlenecks
PV Identifier: Extraction of small-scale distributed photovoltaics in complex environments from high spatial resolution remote sensing images
期刊论文
OAI收割
APPLIED ENERGY, 2024, 卷号: 365, 页码: 123311
作者:
Lu, Ning
;
Li, Liang
;
Qin, Jun
  |  
收藏
  |  
浏览/下载:81/0
  |  
提交时间:2024/07/12
Distributed PV segmentation
PV identifier
Fine-grained feature layer
Semantic constraint module
High spatial resolution remote sensing images