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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  
Multilevel-based algorithm for hyperspectral image interpretation 期刊论文
Computers and Electrical Engineering, 2024, 卷号: 113
作者:  Qiu, Shi;  Ye, Huping;  Liao, Xiaohan;  Zhang, Benyue;  Zhang, Miao;  Zeng, Zimu
Adobe PDF(3776Kb)  |  收藏  |  浏览/下载：69/0  |  提交时间：2024/01/03
Hyperspectrum  Interpretation  Attention  Feature association  Semantic  
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：90/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
Improvement of the sediment flux estimation in the Yangtze River Estuary with a GOCI data adjusted numerical model 期刊论文
Ocean Modelling, 2023, 卷号: 186
作者:  Xie, Guohu;  Zhang, Yang;  Liu, Jia;  Xue, Huijie;  Ge, Jianzhong;  He, Xianqiang;  Ma, Wentao;  Chai, Fei
Adobe PDF(7878Kb)  |  收藏  |  浏览/下载：72/0  |  提交时间：2023/11/23
Sediment flux  Yangtze River Estuary  Geostationary Ocean Color Imager (GOCI)  Numerical model  Morphology  
Low-Light Image Enhancement by Combining Transformer and Convolutional Neural Network 期刊论文
MATHEMATICS, 2023, 卷号: 11, 期号: 7
作者:  Yuan, Nianzeng;  Zhao, Xingyun;  Sun, Bangyong;  Han, Wenjia;  Tan, Jiahai;  Duan, Tao;  Gao, Xiaomei
Adobe PDF(5302Kb)  |  收藏  |  浏览/下载：98/1  |  提交时间：2023/05/06
image processing  deep learning  low-light image enhancement  self-attention mechanism  
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  
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  
Research on thermal stability of monolithic nearinfrared Doppler asymmetric spatial heterodyne interferometer 期刊论文
OPTICAL ENGINEERING, 2023, 卷号: 62, 期号: 1
作者:  Chang, Chenguang;  Fu, Di;  Zhao, Hengxiang;  Hao, Xiongbo;  Li, Juan;  Wang, Pengchong;  Sun, Jian;  Feng, Xiangpeng;  Kong, Liang;  Feng, Yutao
Adobe PDF(6522Kb)  |  收藏  |  浏览/下载：78/0  |  提交时间：2023/05/19
atmospheric winds  Doppler asymmetric spatial heterodyne interferometer  thermal stability  integrated analysis  
Retrieval of Water Quality Parameters Based on Near-Surface Remote Sensing and Machine Learning Algorithm 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 21
作者:  Zhao, Yubo;  Yu, Tao;  Hu, Bingliang;  Zhang, Zhoufeng;  Liu, Yuyang;  Liu, Xiao;  Liu, Hong;  Liu, Jiacheng;  Wang, Xueji;  Song, Shuyao
Adobe PDF(6255Kb)  |  收藏  |  浏览/下载：110/0  |  提交时间：2022/12/02
water quality monitoring  near-surface remote sensing  machine learning algorithm  ensemble learning model  
Cloud Contaminated Multispectral Remote Sensing Image Enhancement Algorithm Based on MobileNet 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19
作者:  Li, Xuemei;  Ye, Huping;  Qiu, Shi
Adobe PDF(13742Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2022/10/28
remote sensing  self-supervision  multi-layer  feature fusion  multispectral