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Spectral encoder to extract the efficient features of Raman spectra for reliable and precise quantitative analysis 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 312
作者:  Gao, Chi;  Fan, Qi;  Zhao, Peng;  Sun, Chao;  Dang, Ruochen;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载：21/0  |  提交时间：2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
Rapid Determination of Positive-Negative Bacterial Infection Based on Micro-Hyperspectral Technology 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 2
作者:  Du, Jian;  Tao, Chenglong;  Qi, Meijie;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(11828Kb)  |  收藏  |  浏览/下载：58/1  |  提交时间：2024/03/04
micro-hyperspectral technology  bacterial infection  positive-negative determination  spectral feature  directly smeared urine sample  deep learning  
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：77/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
VG-Swarm: A Vision-Based Gene Regulation Network for UAVs Swarm Behavior Emergence 期刊论文
IEEE Robotics and Automation Letters, 2023, 卷号: 8, 期号: 3, 页码: 1175-1182
作者:  Li, Huanlin;  Cai, Yuwei;  Hong, Juncao;  Xu, Peng;  Cheng, Hui;  Zhu, Xiaomin;  Hu, Bingliang;  Hao, Zhifeng;  Fan, Zhun
Adobe PDF(2813Kb)  |  收藏  |  浏览/下载：99/0  |  提交时间：2023/02/28
Aerial systems  Perception and autonomy  biologically-inspired robots  swarm robotics  
Nonlinear image translation using adaptive rectifier with structure adaption 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2023, 卷号: 32, 期号: 2
作者:  Zhang, Yipeng;  Hu, Bingliang;  Ning, Hailong;  Wang, Quan
Adobe PDF(7094Kb)  |  收藏  |  浏览/下载：72/0  |  提交时间：2023/07/03
image translation  generative adversarial networks  activation function  deep learning  
Transformer-based factorized encoder for classification of pneumoconiosis on 3D CT images 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 150
作者:  Huang, Yingying;  Si, Yang;  Hu, Bingliang;  Zhang, Yan;  Wu, Shuang;  Wu, Dongsheng;  Wang, Quan
Adobe PDF(4510Kb)  |  收藏  |  浏览/下载：108/3  |  提交时间：2022/11/29
Transformer-based factorized encoder  3D convolutional autoencoder  Intra-slice interaction  Inter-slice interaction  
An Attention-Based CoT-ResNet With Channel Shuffle Mechanism for Classification of Alzheimer's Disease Levels 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14
作者:  Li, Chao;  Wang, Quan;  Liu, Xuebin;  Hu, Bingliang
Adobe PDF(2354Kb)  |  收藏  |  浏览/下载：82/0  |  提交时间：2022/12/02
Alzheimer's disease  MRI  CoT module  Channel Shuffle  ResNet  medical image classification  
A Deep-Learning Based System for Rapid Genus Identification of Pathogens under Hyperspectral Microscopic Images 期刊论文
CELLS, 2022, 卷号: 11, 期号: 14
作者:  Tao, Chenglong;  Du, Jian;  Tang, Yingxin;  Wang, Junjie;  Dong, Ke;  Yang, Ming;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(2076Kb)  |  收藏  |  浏览/下载：101/0  |  提交时间：2022/08/31
infectious pathogens  hyperspectral microscopy  bacteria identification  artificial intelligence  imaging  genus  spectral characteristics  
VGSwarm: A Vision-based Gene Regulation Network for UAVs Swarm Behavior Emergence 预印本
2022
作者:  Cai, Yuwei;  Li, Huanlin;  Fan, Zhun;  Hong, Juncao;  Xu, Peng;  Cheng, Hui;  Zhu, Xiaomi;  Hu, Bingliang;  Hao, Zhifeng
Adobe PDF(8247Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2022/07/29
Deep robust residual network for super-resolution of 2D fetal brain MRI 期刊论文
SCIENTIFIC REPORTS, 2022, 卷号: 12, 期号: 1
作者:  Song, Liyao;  Wang, Quan;  Liu, Ting;  Li, Haiwei;  Fan, Jiancun;  Yang, Jian;  Hu, Bingliang
Adobe PDF(1339Kb)  |  收藏  |  浏览/下载：137/1  |  提交时间：2022/02/14