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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：34/0  |  提交时间：2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
A Snapshot Multi-Spectral Demosaicing Method for Multi-Spectral Filter Array Images Based on Channel Attention Network 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 3
作者:  Zhang, Xuejun;  Dai, Yidan;  Zhang, Geng;  Zhang, Xuemin;  Hu, Bingliang
Adobe PDF(2829Kb)  |  收藏  |  浏览/下载：49/0  |  提交时间：2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
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：88/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
Extraction and analysis algorithms for Sanxingdui cultural relics based on hyperspectral imaging 期刊论文
Computers and Electrical Engineering, 2023, 卷号: 111
作者:  Qiu, Shi;  Zhang, Pengchang;  Li, Siyuan;  Hu, Bingliang
Adobe PDF(8586Kb)  |  收藏  |  浏览/下载：59/0  |  提交时间：2023/10/30
Sanxingdui Ruins  Hyperspectral  Unet  FCM  
Automated pattern generation for swarm robots using constrained multi-objective genetic programming 期刊论文
SWARM AND EVOLUTIONARY COMPUTATION, 2023, 卷号: 81
作者:  Fan, Zhun;  Wang, Zhaojun;  Li, Wenji;  Zhu, Xiaomin;  Hu, Bingliang;  Zou, An-Min;  Bao, Weidong;  Gu, Minqiang;  Hao, Zhifeng;  Jin, Yaochu
Adobe PDF(3731Kb)  |  收藏  |  浏览/下载：67/0  |  提交时间：2023/07/17
Gene regulatory network (GRN)  Entrapping pattern generation  Self-organization  Constrained multi-objective genetic  programming (CMOGP)  
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：82/0  |  提交时间：2023/07/03
image translation  generative adversarial networks  activation function  deep learning  
Joint Texture Search and Histogram Redistribution for Hyperspectral Image Quality Improvement 期刊论文
SENSORS, 2023, 卷号: 23, 期号: 5
作者:  Hu, Bingliang;  Chen, Junyu;  Wang, Yihao;  Li, Haiwei;  Zhang, Geng
Adobe PDF(8360Kb)  |  收藏  |  浏览/下载：71/0  |  提交时间：2023/04/04
4D block aggregation  BM4D  histogram redistribution  hyperspectral quality enhancement  
Image blurring and spectral drift in imaging spectrometer system with an acousto-optic tunable filter and its application in UAV remote sensing 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2022, 卷号: 43, 期号: 19-24, 页码: 6957-6978
作者:  Liu, Hong;  Hou, Xingsong;  Hu, Bingliang;  Yu, Tao;  Zhang, Zhoufeng;  Liu, Xiao;  Liu, Jiacheng;  Wang, Xueji;  Zhong, Jingjing;  Tan, Zhengxuan
Adobe PDF(5386Kb)  |  收藏  |  浏览/下载：100/0  |  提交时间：2023/02/06
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：120/3  |  提交时间：2022/11/29
Transformer-based factorized encoder  3D convolutional autoencoder  Intra-slice interaction  Inter-slice interaction  
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：108/0  |  提交时间：2022/08/31
infectious pathogens  hyperspectral microscopy  bacteria identification  artificial intelligence  imaging  genus  spectral characteristics