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
自动化研究所 [97]
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OAI收割 [233]
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期刊论文 [172]
学位论文 [28]
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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:0/0
  |  
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
Shapley values reveal geomorphic controls on exposed bedrock-gravel differentiation
期刊论文
OAI收割
GEODERMA, 2025, 卷号: 462, 页码: 16
作者:
Zhang, Xin
;
Fan, Jianrong
;
Huang, Xinglong
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/11/12
Topography
Remote sensing
Classification modeling
Spatial analysis
Digital soil mapping
Feature importance
PAD: Phase-Amplitude Decoupling Fusion for Multimodal Land Cover Classification
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 14
作者:
Zheng, Huiling
;
Zhong, Xian
;
Liu, Bin
;
Xiao, Yi
;
Wen, Bihan
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/12/09
Frequency-domain analysis
Synthetic aperture radar
Feature extraction
Land surface
Remote sensing
Urban areas
Transfer learning
Spectral analysis
Representation learning
Decoding
Land cover classification (LCC)
multimodal segmentation
remote sensing
RGB-synthetic aperture radar (SAR) multimodality
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:0/0
  |  
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)
A Dual-Source Deep Learning Model for Mapping Wet Anabranches in Braided Rivers on the Tibetan Plateau
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: 12773-12785
作者:
Liu, Xiaolu
;
Ma, Xiaoyi
;
Qin, Shuai
;
Liu, Tang
;
Zhou, Chenghu
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2025/07/18
Rivers
Clouds
Feature extraction
Monitoring
Sentinel-1
Remote sensing
Data models
Radar
Floods
Spatial resolution
Braided rivers
cloud-robust classification
deep learning
remote sensing
Hyperspectral Image Classification Based on Multibranch Adaptive Feature Fusion Network
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 5528318
作者:
Li, Chen
;
Wang, Yi
;
Fang, Zhice
;
Li, Penglei
  |  
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2024/10/21
Feature extraction
Hyperspectral imaging
Data mining
Three-dimensional displays
Convolution
Interference
Convolutional neural networks
Convolutional neural networks (CNNs)
feature fusion
hyperspectral image classification (HSIC)
multibranch
Unleashing the full potential of hyperspectral imaging: Decoupled image and frequency-domain spatial-spectral framework
期刊论文
OAI收割
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 243, 页码: 20
作者:
He, Shuang
;
Tian, Jia
;
Hao, Lina
;
Zhang, Sen
;
Tian, Qingjiu
  |  
收藏
  |  
浏览/下载:85/0
  |  
提交时间:2024/02/18
Frequency domain
Feature extraction
Cross-domain fusion
Hyperspectral image classification
TCM Model for improving track sequence classification in real scenarios with Multi-Feature Fusion and Transformer Block
期刊论文
OAI收割
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 13
作者:
Xiang, Ti
;
Lv, Pin
;
Sun, Liguo
;
Yang, Yipu
;
Hao, Jiuwu
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2024/02/22
Track classification
Multi-feature fusion
Marine radar
Transformer
Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239
作者:
Yahui Liu
;
Bin Tian
;
Yisheng Lv
;
Lingxi Li
;
Fei-Yue Wang
  |  
收藏
  |  
浏览/下载:84/0
  |  
提交时间:2024/01/02
Content-based Transformer
deep learning
feature aggregator
local attention
point cloud classification
A Real-Time Road Boundary Detection Approach in Surface Mine Based on Meta Random Forest
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 1989-2001
作者:
Ai, Yunfeng
;
Song, Ruiqi
;
Huang, Chongqing
;
Cui, Chenglin
;
Tian, Bin
  |  
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2024/07/22
Roads
Point cloud compression
Laser radar
Random forests
Metalearning
Surface treatment
Feature extraction
Road boundary detection
Point Cloud
meta learning
random forest
few shot classification
autonomous driving