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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：77/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
Infrared small target segmentation networks: A survey 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 143
作者:  Kou, Renke;  Wang, Chunping;  Peng, Zhenming;  Zhao, Zhihe;  Chen, Yaohong;  Han, Jinhui;  Huang, Fuyu;  Yu, Ying;  Fu, Qiang
Adobe PDF(8891Kb)  |  收藏  |  浏览/下载：102/2  |  提交时间：2023/08/23
Infrared small target  Characteristic analysis  Segmentation network  Deep learning  Collaborative technology  Data-driven  False alarm  Missed detection  
Compressive Reconstruction Based on Sparse Autoencoder Network Prior for Single-Pixel Imaging 期刊论文
PHOTONICS, 2023, 卷号: 10, 期号: 10
作者:  Zeng, Hong;  Dong, Jiawei;  Li, Qianxi;  Chen, Weining;  Dong, Sen;  Guo, Huinan;  Wang, Hao
Adobe PDF(7549Kb)  |  收藏  |  浏览/下载：44/0  |  提交时间：2023/12/05
sparse autoencoder network prior  single-photon counting compressive imaging  single-pixel imaging  multi-channel prior  numerical gradient descent  
Fingerprint terahertz spectroscopy combined with machine learning for multicomponent mixture analysis 期刊论文
Vibrational Spectroscopy, 2023, 卷号: 128
作者:  Yan, Hui;  Fan, Wen-Hui;  Qin, Chong;  Jiang, Xiao-Qiang;  Zhang, Yu-Ming
Adobe PDF(6336Kb)  |  收藏  |  浏览/下载：36/1  |  提交时间：2023/09/08
Terahertz spectroscopy  Machine learning  Multicomponent mixtures  SMMA  SVR  
Multi-Prior Graph Autoencoder with Ranking-Based Band Selection for Hyperspectral Anomaly Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 18
作者:  Wang, Nan;  Shi, Yuetian;  Li, Haiwei;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(4511Kb)  |  收藏  |  浏览/下载：58/0  |  提交时间：2023/10/27
hyperspectral anomaly detection  deep learning  band selection  autoencoder  
A Marine Small-Targets Classification Algorithm Based on Improved Convolutional Neural Networks 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 11
作者:  Guo, Huinan;  Ren, Long
Adobe PDF(1802Kb)  |  收藏  |  浏览/下载：62/2  |  提交时间：2023/07/04
ship classification  SAR  deep learning  CNN  
Anomaly Detection of Remote Sensing Images Based on the Channel Attention Mechanism and LRX 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 12
作者:  Guo, Huinan;  Wang, Hua;  Song, Xiaodong;  Ruan, Zhongling
Adobe PDF(5203Kb)  |  收藏  |  浏览/下载：61/1  |  提交时间：2023/07/13
remote sensing images  hyperspectral  anomaly detection  auto-encoder  channel attention mechanism  
Performance Assessment of Four Data-Driven Machine Learning Models: A Case to Generate Sentinel-2 Albedo at 10 Meters 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 10
作者:  Chen, Hao;  Lin, Xingwen;  Sun, Yibo;  Wen, Jianguang;  Wu, Xiaodan;  You, Dongqin;  Cheng, Juan;  Zhang, Zhenzhen;  Zhang, Zhaoyang;  Wu, Chaofan;  Zhang, Fei;  Yin, Kechen;  Jian, Huaxue;  Guan, Xinyu
Adobe PDF(13289Kb)  |  收藏  |  浏览/下载：47/0  |  提交时间：2023/07/03
Sentinel-2  albedo  data-driven machine learning algorithms  remote sensing  
CSMOT: Make One-Shot Multi-Object Tracking in Crowded Scenes Great Again 期刊论文
SENSORS, 2023, 卷号: 23, 期号: 7
作者:  Hou, Haoxiong;  Shen, Chao;  Zhang, Ximing;  Gao, Wei
Adobe PDF(2806Kb)  |  收藏  |  浏览/下载：47/0  |  提交时间：2023/05/12
one-shot  multi-object tracking  re-ID  coordinate attention  angle-center loss  data association  
Exploring Contrastive Representation for Weakly-Supervised Glacial Lake Extraction 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 5
作者:  Zhao, Hang;  Wang, Shuang;  Liu, Xuebin;  Chen, Fang
Adobe PDF(4541Kb)  |  收藏  |  浏览/下载：69/0  |  提交时间：2023/04/04
glacial lake extraction  Landsat-8 OLI  weakly-supervised segmentation  contrastive learning