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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：78/1  |  提交时间：2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
Multi-Dimensional Fusion of Spectral and Polarimetric Images Followed by Pseudo-Color Algorithm Integration and Mapping in HSI Space 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 7
作者:  Guo, Fengqi;  Zhu, Jingping;  Huang, Liqing;  Li, Feng;  Zhang, Ning;  Deng, Jinxin;  Li, Haoxiang;  Zhang, Xiangzhe;  Zhao, Yuanchen;  Jiang, Huilin;  Hou, Xun
Adobe PDF(8479Kb)  |  收藏  |  浏览/下载：72/0  |  提交时间：2024/07/18
spectral images  polarimetric images  pseudo-color mapping  remote sensing  
Interaction semantic segmentation network via progressive supervised learning 期刊论文
MACHINE VISION AND APPLICATIONS, 2024, 卷号: 35, 期号: 2
作者:  Zhao, Ruini;  Xie, Meilin;  Feng, Xubin;  Guo, Min;  Su, Xiuqin;  Zhang, Ping
Adobe PDF(2144Kb)  |  收藏  |  浏览/下载：74/0  |  提交时间：2024/03/15
Semantic segmentation  Boundary refinement  Progressive supervised learning  Information interaction  
Duplex-Hierarchy Representation Learning for Remote Sensing Image Classification 期刊论文
Sensors, 2024, 卷号: 24, 期号: 4
作者:  Yuan, Xiaobin;  Zhu, Jingping;  Lei, Hao;  Peng, Shengjun;  Wang, Weidong;  Li, Xiaobin
Adobe PDF(2754Kb)  |  收藏  |  浏览/下载：66/0  |  提交时间：2024/04/08
remote sensing image classification  duplex hierarchy  discriminative representation  confusion score  
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：78/0  |  提交时间：2024/02/07
deep reinforcement learning  pixel-wise image processing  crossmodal image denoising  infrared image denoising  terahertz image denoising  
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：78/0  |  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  
Prior-based collaborative representation with global adaptive weight for hyperspectral anomaly detection 期刊论文
Journal of Applied Remote Sensing, 2023, 卷号: 17, 期号: 3
作者:  Wang, Nan;  Shi, Yuetian;  Cheng, Yinzhu;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(3120Kb)  |  收藏  |  浏览/下载：120/1  |  提交时间：2023/10/30
anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
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：97/2  |  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：93/1  |  提交时间：2023/07/13
remote sensing images  hyperspectral  anomaly detection  auto-encoder  channel attention mechanism  
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 4, 页码: 3832-3845
作者:  Tang, Yunbo;  Chen, Dan;  Zuo, Yiping;  Lu, Xiaoqiang;  Ranjan, Rajiv;  Zomaya, Albert Y. Y.;  Yao, Quanming;  Li, Xiaoli
Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：74/0  |  提交时间：2023/05/05
Electroencephalography  Bayes methods  Tensors  Brain modeling  Feature extraction  Time series analysis  Time-frequency analysis  Multivariate time series  Bayesian factorization  sparsity prior  structural feature construction