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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:13/0  |  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:28/0  |  提交时间:2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
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:43/1  |  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:70/0  |  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:42/0  |  提交时间:2023/10/30
Sanxingdui Ruins  Hyperspectral  Unet  FCM  
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:61/0  |  提交时间:2023/08/16
single-target pose estimation  graph convolutional neural network  deep learning  target detection  
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:41/0  |  提交时间:2023/07/05
epileptic state classification  EEG  brain connectivity  support vector machine  CNNs  meet transformers  
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:72/0  |  提交时间:2023/05/06
autoencoder  boundary information  change detection  hyperspectral image  unsupervised  
Adaptive convolution kernel network for change detection in hyperspectral images 期刊论文
APPLIED OPTICS, 2023, 卷号: 62, 期号: 8, 页码: 2039-2047
作者:  Liu, Song;  Li, Haiwei;  Chen, Junyu;  Li, Siyuan;  Song, Liyao;  Zhang, Geng;  Hu, Bingliang
Adobe PDF(18855Kb)  |  收藏  |  浏览/下载:40/0  |  提交时间:2023/08/28
Sanxingdui Cultural Relics Recognition Algorithm Based on Hyperspectral Multi-Network Fusion 期刊论文
CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 卷号: 77, 期号: 3, 页码: 3783-3800
作者:  Qiu, Shi;  Zhang, Pengchang;  Tang, Xingjia;  Zeng, Zimu;  Zhang, Miao;  Hu, Bingliang
Adobe PDF(2336Kb)  |  收藏  |  浏览/下载:38/0  |  提交时间:2024/03/26
Sanxingdui  cultural relic  spatial features  hyperspectral  integration