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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：15/0  |  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：54/0  |  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：74/0  |  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：42/0  |  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：78/1  |  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：77/0  |  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：61/0  |  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：69/0  |  提交时间：2023/05/19
atmospheric winds  Doppler asymmetric spatial heterodyne interferometer  thermal stability  integrated analysis  
Multiple Source Domain Adaptation for Multiple Object Tracking in Satellite Video 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2023, 卷号: 61, 页码: 1-11
作者:  Zheng, Xiangtao;  Cui, Haowen;  Lu, Xiaoqiang
Adobe PDF(4608Kb)  |  收藏  |  浏览/下载：39/0  |  提交时间：2024/01/03
Cross-domain recognition  deep neural networks  multiple object tracking (MOT)  object detection  satellite video  
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：94/0  |  提交时间：2022/12/02
water quality monitoring  near-surface remote sensing  machine learning algorithm  ensemble learning model