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跨域知识泛化的智能故障诊断方法研究
学位论文
, 2023
Authors:
王焕杰
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Submit date:2023/05/31
复杂工业设备
数据驱动
跨域故障诊断
迁移学习
故障知识泛化
Meta-Energy: When Integrated Energy Internet Meets Metaverse
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 580-583
Authors:
Chenghui Zhang
;
Shuai Liu
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Submit date:2023/03/02
Deep Learning-based Moving Object Segmentation: Recent Progress and Research Prospects
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 335-369
Authors:
Rui Jiang
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Submit date:2023/05/29
Moving object segmentation (MOS), change detection, background subtraction, deep learning (DL), video understanding
XANet: An Efficient Remote Sensing Image Segmentation Model Using Element-Wise Attention Enhancement and Multi-Scale Attention Fusion
期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 1, 页码: 25
Authors:
Liang, Chenbin
;
Xiao, Baihua
;
Cheng, Bo
;
Dong, Yunyun
Adobe PDF(63859Kb)
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Submit date:2023/02/22
semantic segmentation
attention mechanism
cross-attention
feature fusion
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
Authors:
Sibo Cheng
;
César Quilodrán-Casas
;
Said Ouala
;
Alban Farchi
;
Che Liu
;
Pierre Tandeo
;
Ronan Fablet
;
Didier Lucor
;
Bertrand Iooss
;
Julien Brajard
;
Dunhui Xiao
;
Tijana Janjic
;
Weiping Ding
;
Yike Guo
;
Alberto Carrassi
;
Marc Bocquet
;
Rossella Arcucci
Adobe PDF(17725Kb)
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Submit date:2023/05/29
Data assimilation (DA)
deep learning
machine learning (ML)
reduced-order-modelling
uncertainty quantification (UQ)
Dual-Prior Integrated Image Reconstruction for Quanta Image Sensors Using Multi-Agent Consensus Equilibrium
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1407-1420
Authors:
Dan Zhang
;
Qiusheng Lian
;
Yueming Su
;
Tengfei Ren
Adobe PDF(35567Kb)
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View/Download:1/0
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Submit date:2023/05/29
Dual prior
image reconstruction
multi-agent consensus equilibrium (MACE)
quanta image sensors (QIS)
AHDet: A dynamic coarse-to-fine gaze strategy for active object detection
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 522-532
Authors:
Xu, Nuo
;
Huo, Chunlei
;
Zhang, Xin
;
Pan, Chunhong
Adobe PDF(2664Kb)
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Submit date:2022/09/19
Object detection
Active object detection
Deep reinforcement learning
Convolutional neural networks
网络结构搜索方法及其在气象预测中的应用研究
学位论文
工学博士学位, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
张新邦
Adobe PDF(8827Kb)
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Submit date:2022/07/01
网络结构搜索
自动机器学习
深度学习
气象预测
时空数据挖掘
基于多分支网络的医学声学图像重建与分析算法研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
童同
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Submit date:2022/06/13
光声断层成像
超声成像
图像重建
图像分析
多分支网络
深度学习
面向工业外观质检的图像异常区域定位方法研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
吕承侃
Adobe PDF(6825Kb)
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View/Download:209/9
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Submit date:2022/06/13
工业外观质检
深度学习
图像异常检测
纹理背景
图像重构
距离度量