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Knowledge Commons of Institute of Automation,CAS
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基于深度强化学习的主动目标检测方法研究
学位论文
, 2022
Authors:
许诺
Adobe PDF(9588Kb)
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Submit date:2022/12/19
目标检测
深度强化学习
主动目标检测
深度学习
MsIFT: Multi-Source Image Fusion Transformer
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 16, 页码: 19
Authors:
Zhang, Xin
;
Jiang, Hangzhi
;
Xu, Nuo
;
Ni, Lei
;
Huo, Chunlei
;
Pan, Chunhong
Adobe PDF(4788Kb)
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Submit date:2022/11/14
transformer
multi-source image fusion
non-local
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
PSNet: Perspective-sensitive convolutional network for object detection
期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 384-395
Authors:
Zhang, Xin
;
Liu, Yicheng
;
Huo, Chunlei
;
Xu, Nuo
;
Wang, Lingfeng
;
Pan, Chunhong
Adobe PDF(8656Kb)
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Submit date:2021/12/28
Object detection
Perspective-sensitive
Structural neural network
HENet: Head-Level Ensemble Network for Very High Resolution Remote Sensing Images Semantic Segmentation
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:
Cao, Yong
;
Huo, Chunlei
;
Xu, Nuo
;
Zhang, Xin
;
Xiang, Shiming
;
Pan, Chunhong
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Submit date:2022/06/06
Head
Computational modeling
Semantics
Image segmentation
Feature extraction
Correlation
Mathematical models
Cooperative learning (CL)
ensemble learning
semantic segmentation
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization
会议论文
, New Orleans, USA, 2022.6.19-6.24
Authors:
Xu, Nuo
;
Chang, Jianlong
;
Nie, Xing
;
Huo, Chunlei
;
Xiang, Shiming
;
Pan, Chunhong
Adobe PDF(913Kb)
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Submit date:2022/12/20
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:
Xu, Nuo
;
Huo, Chunlei
;
Zhang, Xin
;
Cao, Yong
;
Pan, Chunhong
Adobe PDF(4808Kb)
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Submit date:2022/02/16
Radar polarimetry
Synthetic aperture radar
Marine vehicles
Training
Feature extraction
Optimization
Optical sensors
Hyperparameter configuration learning (HCL)
object detection
reinforcement learning (RL)
synthetic aperture radar (SAR)
Dynamic camera configuration learning for high-confidence active object detection
期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 113-127
Authors:
Xu, Nuo
;
Huo, Chunlei
;
Zhang, Xin
;
Cao, Yong
;
Meng, Gaofeng
;
Pan, Chunhong
Adobe PDF(4412Kb)
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Submit date:2021/12/28
Object detection
Active object detection
Deep reinforcement learning
Camera control
Multitask Learning for Ship Detection From Synthetic Aperture Radar Images
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 8048-8062
Authors:
Zhang, Xin
;
Huo, Chunlei
;
Xu, Nuo
;
Jiang, Hangzhi
;
Cao, Yong
;
Ni, Lei
;
Pan, Chunhong
Adobe PDF(12575Kb)
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View/Download:76/10
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Submit date:2021/11/03
Task analysis
Feature extraction
Radar polarimetry
Object detection
Marine vehicles
Detectors
Synthetic aperture radar
Multitask learning
synthetic aperture radar (SAR)
SAR ship detection
Adaptive Remote Sensing Image Attribute Learning for Active Object Detection
会议论文
, Milan, Italy, 2021.1.10-1.15
Authors:
Xu, Nuo
;
Huo, Chunlei
;
Guo, Jiacheng
;
Liu, Yiwei
;
Wang, Jian
;
Pan, Chunhong
Adobe PDF(481Kb)
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View/Download:25/5
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Submit date:2022/12/20