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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：36/1  |  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：50/0  |  提交时间：2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
CMID: Crossmodal Image Denoising via Pixel-Wise Deep Reinforcement Learning 期刊论文
Sensors, 2024, 卷号: 24, 期号: 1
作者:  Guo, Yi;  Gao, Yuanhang;  Hu, Bingliang;  Qian, Xueming;  Liang, Dong
Adobe PDF(1987Kb)  |  收藏  |  浏览/下载：50/0  |  提交时间：2024/02/07
deep reinforcement learning  pixel-wise image processing  crossmodal image denoising  infrared image denoising  terahertz image denoising  
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  
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  
A pupil detection method based on Unet with attention module and shape-prior loss 会议论文
AOPC 2022: Optical Spectroscopy and Imaging, Virtual, Online, China, 2022-12-18
作者:  Song, Wenhui;  Wang, Hui;  Gui, Yawei;  Dang, Ruochen;  Hu, Bingliang;  Wang, Quan
Adobe PDF(530Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2023/03/13
pupil detection  Infrared and visible light images  Unet  attention mechanism  shape-prior loss  data augmentation  
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  
Synthetic aircraft RS image modelling based on improved conditional GAN joint embedding network 期刊论文
SCIENTIFIC REPORTS, 2022, 卷号: 12, 期号: 1
作者:  Chen, Junyu;  Li, Haiwei;  Song, Liyao;  Zhang, Geng;  Hu, Bingliang;  Wang, Shuang;  Liu, Song;  Li, Siyuan;  Chen, Tieqiao;  Liu, Jia
Adobe PDF(3786Kb)  |  收藏  |  浏览/下载：202/2  |  提交时间：2022/02/14
Hyperspectral anomaly detection via super-resolution reconstruction with an attention mechanism 期刊论文
Applied Optics, 2021, 卷号: 60, 期号: 26, 页码: 8109-8119
作者:  Chong, Dan;  Hu, Bingliang;  Gao, Hao;  Gao, Xiaohui
Adobe PDF(19066Kb)  |  收藏  |  浏览/下载：139/3  |  提交时间：2021/10/08
Attention Mask R-CNN for Ship Detection and Segmentation From Remote Sensing Images 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 9325-9334
作者:  Nie, Xuan;  Duan, Mengyang;  Ding, Haoxuan;  Hu, Bingliang;  Wong, Edward K.
Adobe PDF(5720Kb)  |  收藏  |  浏览/下载：183/1  |  提交时间：2020/05/18
Computer vision  object detection  object segmentation  remote sensing