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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：13/0  |  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：28/0  |  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：31/0  |  提交时间：2024/02/07
deep reinforcement learning  pixel-wise image processing  crossmodal image denoising  infrared image denoising  terahertz image denoising  
基于局部选择Vision Transformer的遥感场景分类算法 期刊论文
激光与光电子学进展, 2023, 卷号: 60, 期号: 22
作者:  杨凯;  卢孝强
Adobe PDF(1309Kb)  |  收藏  |  浏览/下载：12/0  |  提交时间：2024/04/10
遥感场景分类  深度学习  Vision Transformer  局部特征  
A Plant Disease Classification Algorithm Based on Attention MobileNet V2 期刊论文
Algorithms, 2023, 卷号: 16, 期号: 9
作者:  Wang, Huan;  Qiu, Shi;  Ye, Huping;  Liao, Xiaohan
Adobe PDF(14760Kb)  |  收藏  |  浏览/下载：33/0  |  提交时间：2023/10/13
plant disease  classification  MobileNet V2  attention  
Unsupervised real image super-resolution via knowledge distillation network 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2023, 卷号: 234
作者:  Yuan, Nianzeng;  Sun, Bangyong;  Zheng, Xiangtao
Adobe PDF(6023Kb)  |  收藏  |  浏览/下载：48/0  |  提交时间：2023/08/14
Super-resolution  Knowledge distillation  Degradation module  Convolutional neural network  
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：51/0  |  提交时间：2023/10/27
hyperspectral anomaly detection  deep learning  band selection  autoencoder  
Motion Capture for Sporting Events Based on Graph Convolutional Neural Networks and Single Target Pose Estimation Algorithms 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 13
作者:  Duan, Chengpeng;  Hu, Bingliang;  Liu, Wei;  Song, Jie
Adobe PDF(9092Kb)  |  收藏  |  浏览/下载：61/0  |  提交时间：2023/08/16
single-target pose estimation  graph convolutional neural network  deep learning  target detection  
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：44/0  |  提交时间：2023/10/30
anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
Deep learning methods for medical image fusion: A review 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 卷号: 160
作者:  Zhou, Tao;  Cheng, QianRu;  Lu, HuiLing;  Li, Qi;  Zhang, XiangXiang;  Qiu, Shi
Adobe PDF(4857Kb)  |  收藏  |  浏览/下载：78/0  |  提交时间：2023/06/12
Deep learning  Medical image fusion  Convolutional neural network  Generative adversarial network  Encoder -decoder network