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Deep neural network: As the novel pipelines in multiple preprocessing for Raman spectroscopy 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 302
作者:  Gao, Chi;  Zhao, Peng;  Fan, Qi;  Jing, Haonan;  Dang, Ruochen;  Sun, Weifeng;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2962Kb)  |  收藏  |  浏览/下载：91/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
A Plant Disease Classification Algorithm Based on Attention MobileNet V2 期刊论文
Algorithms, 2023, 卷号: 16, 期号: 9
作者:  Wang, Huan;  Qiu, Shi;  Ye, Huping;  Liao, Xiaohan
Adobe PDF(14760Kb)  |  收藏  |  浏览/下载：48/0  |  提交时间：2023/10/13
plant disease  classification  MobileNet V2  attention  
Motion Capture for Sporting Events Based on Graph Convolutional Neural Networks and Single Target Pose Estimation Algorithms 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 13
作者:  Duan, Chengpeng;  Hu, Bingliang;  Liu, Wei;  Song, Jie
Adobe PDF(9092Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2023/08/16
single-target pose estimation  graph convolutional neural network  deep learning  target detection  
Deep learning methods for medical image fusion: A review 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 卷号: 160
作者:  Zhou, Tao;  Cheng, QianRu;  Lu, HuiLing;  Li, Qi;  Zhang, XiangXiang;  Qiu, Shi
Adobe PDF(4857Kb)  |  收藏  |  浏览/下载：99/0  |  提交时间：2023/06/12
Deep learning  Medical image fusion  Convolutional neural network  Generative adversarial network  Encoder -decoder network  
Automatic Seizure Detection and Prediction Based on Brain Connectivity Features and a CNNsMeet Transformers Classifier 期刊论文
BRAIN SCIENCES, 2023, 卷号: 13, 期号: 5
作者:  Tian, Ziwei;  Hu, Bingliang;  Si, Yang;  Wang, Quan
Adobe PDF(3837Kb)  |  收藏  |  浏览/下载：45/0  |  提交时间：2023/07/05
epileptic state classification  EEG  brain connectivity  support vector machine  CNNs  meet transformers  
Lossless Compression of Large Aperture Static Imaging Spectrometer Data dagger 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 9
作者:  Yu, Lu;  Li, Hongbo;  Li, Jing;  Li, Wei
Adobe PDF(4371Kb)  |  收藏  |  浏览/下载：56/0  |  提交时间：2023/07/03
LASIS  optical image processing  interference spectrometer  lossless compression  
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 4, 页码: 3832-3845
作者:  Tang, Yunbo;  Chen, Dan;  Zuo, Yiping;  Lu, Xiaoqiang;  Ranjan, Rajiv;  Zomaya, Albert Y. Y.;  Yao, Quanming;  Li, Xiaoli
Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：53/0  |  提交时间：2023/05/05
Electroencephalography  Bayes methods  Tensors  Brain modeling  Feature extraction  Time series analysis  Time-frequency analysis  Multivariate time series  Bayesian factorization  sparsity prior  structural feature construction  
Nested multi-scale transform fusion model: The response evaluation of chemoradiotherapy for patients with lung tumors 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023, 卷号: 232
作者:  Zhou, Tao;  Liu, Shan;  Lu, Huiling;  Bai, Jing;  Zhi, Lijia;  Shi, Qiu
Adobe PDF(4419Kb)  |  收藏  |  浏览/下载：82/0  |  提交时间：2023/04/14
AS-REC  LATLRR  Lung tumors  NSCT  PET  CT fusion  
Unsupervised Transformer Boundary Autoencoder Network for Hyperspectral Image Change Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 7
作者:  Liu, Song;  Li, Haiwei;  Wang, Feifei;  Chen, Junyu;  Zhang, Geng;  Song, Liyao;  Hu, Bingliang
Adobe PDF(5283Kb)  |  收藏  |  浏览/下载：78/0  |  提交时间：2023/05/06
autoencoder  boundary information  change detection  hyperspectral image  unsupervised  
Spectral-Spatial Attention Rotation-Invariant Classification Network for Airborne Hyperspectral Images 期刊论文
DRONES, 2023, 卷号: 7, 期号: 4
作者:  Shi, Yuetian;  Fu, Bin;  Wang, Nan;  Cheng, Yinzhu;  Fang, Jie;  Liu, Xuebin;  Zhang, Geng
Adobe PDF(20465Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2023/05/29
airborne hyperspectral image  hyperspectral image classification  rotation-invariant  local spatial feature enhancement  convolutional neural network  attention mechanism  lightweight feature enhancement