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Rapid identification method for on-road high-emission vehicle based on deep semi-supervised anomaly detection 期刊论文
MEASUREMENT, 2025, 卷号: 239
Authors:  Han, Lingran;  Zhang, Yujun;  He, Ying;  You, Kun;  Liu, Wenqing;  Xie, Hao
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High-emission vehicle identification  Data fusion  Deep anomaly detection  Semi-supervised learning  The chassis and engine dynamometer testing  On-road remote sensing system  
Application of physics-guided deep learning model in tool wear monitoring of high-speed milling 期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2025, 卷号: 224
Authors:  Li, Shenshen;  Li, Jun;  Zhu, Kunpeng
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Using convolutional neural network combined with multi-scale channel attention module to predict soil properties from visible and near-infrared spectral data 期刊论文
MICROCHEMICAL JOURNAL, 2024, 卷号: 207
Authors:  Tang, Ke;  Zhao, Xing;  Qin, Min;  Xu, Zong;  Sun, Huojiao;  Wu, Yuebo
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Soil properties  Infrared spectroscopy  Convolutional neural network  Channel attention  
An improved LIO-SAM algorithm by integrating image information for dynamic and unstructured environments 期刊论文
MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 卷号: 35
Authors:  Meng, Xinyu;  Chen, Xi;  Chen, Shaofeng;  Fang, Yongfeng;  Fan, Hao;  Luo, Jiyu;  Wu, Yuhan;  Sun, Bingyu
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object-aware simultaneous localization and mapping (SLAM)  dynamic scenes  JPDA data association  velocity integration  
Dual-Domain Cooperative Recovery of Atmospheric Turbulence Degradation Images 期刊论文
REMOTE SENSING, 2024, 卷号: 16
Authors:  Qiu, Jianxiao;  Jiang, Runbo;  Meng, Wenwen;  Shi, Dongfeng;  Hu, Bingzhang;  Wang, Yingjian
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atmospheric turbulence  image restoration  deep learning  image processing  
Applying feature-similarity-metrics for long-tailed problem of phytoplankton microscopic images classification 期刊论文
ALGAL RESEARCH-BIOMASS BIOFUELS AND BIOPRODUCTS, 2024, 卷号: 82
Authors:  Liang, Tianhong;  Yin, Gaofang;  Zhao, Nanjing;  Jia, Renqing;  Zhang, Xiaoling;  Xu, Min;  Zhang, Zihao;  Dong, Ming;  Hu, Xiang;  Huang, Peng
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Phytoplankton  Microscopic image  Deep learning  Feature-similarity-metrics  Feature-center-constraint  Long-tailed distribution  
An attention-based deep learning model considering data contamination for energy management system application of hybrid vehicle 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2024, 卷号: 118
Authors:  Huang, Wei;  Zhang, Yujun;  Qian, Duode;  He, Ying;  Hu, Biqian;  You, Kun
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Energy management system  Deep learning  Attention mechanism  LSTM  Noise reduction  
RL-NBV: A deep reinforcement learning based next-best-view method for unknown object reconstruction 期刊论文
PATTERN RECOGNITION LETTERS, 2024, 卷号: 184
Authors:  Wang, Tao;  Xi, Weibin;  Cheng, Yong;  Han, Hao;  Yang, Yang
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Active vision  Unknown object reconstruction  Deep reinforcement learning  View planning  Autonomous agents  
Cross-tokamak deployment study of plasma disruption predictors based on convolutional autoencoder 期刊论文
PLASMA PHYSICS AND CONTROLLED FUSION, 2024, 卷号: 66
Authors:  Ai, X. K.;  Zheng, W.;  Zhang, M.;  Ding, Y. H.;  Chen, D. L.;  Chen, Z. Y.;  Shen, C. S.;  Guo, B. H.;  Wang, N. C.;  Yang, Z. J.;  Chen, Z. P.;  Pan, Y.;  Shen, B.;  Xiao, B. J.
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disruption prediction  deep learning  anomaly detection  cross-tokamak  transfer learning  
Causality-inspired crop pest recognition based on Decoupled Feature Learning 期刊论文
PEST MANAGEMENT SCIENCE, 2024
Authors:  Hu, Tao;  Du, Jianming;  Yan, Keyu;  Dong, Wei;  Zhang, Jie;  Wang, Jun;  Xie, Chengjun
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pest recognition  Decoupled Feature Learning  causal inference  deep learning