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A Lightweight Remote Sensing Aircraft Object Detection Network Based on Improved YOLOv5n 期刊论文
Remote Sensing, 2024, 卷号: 16, 期号: 5
作者:  Wang, Jiale;  Bai, Zhe;  Zhang, Ximing;  Qiu, Yuehong
Adobe PDF(6634Kb)  |  收藏  |  浏览/下载：72/0  |  提交时间：2024/05/22
deep learning  lightweight network  YOLOv5n  Shufflenet v2  CA  EIoU loss  deformable convolution  
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：88/2  |  提交时间：2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
Multiscale Random-Shape Convolution and Adaptive Graph Convolution Fusion Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2024, 卷号: 62
作者:  Gao, Hongmin;  Sheng, Runhua;  Chen, Zhonghao;  Liu, Haiyun;  Xu, Shufang;  Zhang, Bing
Adobe PDF(8641Kb)  |  收藏  |  浏览/下载：25/0  |  提交时间：2024/08/13
Convolution neural network (CNN)  feature fusion  graph convolution network (GCN)  hyperspectral image(HSI) classification  
Compact lensless convolution processor for an optoelectronic convolutional neural network 期刊论文
JOURNAL OF PHYSICS D-APPLIED PHYSICS, 2023, 卷号: 56, 期号: 35
作者:  Zhang, Zaikun;  Kong, Depeng;  Da, Zhengshang;  Wang, Ruiduo;  Wang, Shijie;  Geng, Yi;  He, Zhengquan
Adobe PDF(7494Kb)  |  收藏  |  浏览/下载：128/2  |  提交时间：2023/06/12
optical convolution computation  optoelectronic convolutional neural network  lensless analog convolution processor  diffractive phase mask  
An efficient lightweight CNN model for real-time fire smoke detection 期刊论文
JOURNAL OF REAL-TIME IMAGE PROCESSING, 2023, 卷号: 20, 期号: 4
作者:  Sun, Bangyong;  Wang, Yu;  Wu, Siyuan
收藏  |  浏览/下载：62/0  |  提交时间：2023/07/13
Fire  smoke detection  SE-GhostNet  Depthwise separable convolution  MSD subnetwork  
Compact lensless optoelectronic convolutional neural network for image classification 会议论文
Fourteenth International Conference on Information Optics and Photonics, CIOP 2023, Xi'an, China, 2023-08-07
作者:  Zhang, Zaikun;  Da, Zhengshang;  Kong, Depeng;  Wang, Ruiduo;  Mu, Qiyuan;  Wang, Shijie;  Geng, Yi;  He, Zhengquan
Adobe PDF(7860Kb)  |  收藏  |  浏览/下载：89/0  |  提交时间：2024/01/09
free-space optical neural network  lensless convolution processor  optoelectronic convolutional neural network  image classification  diffractive phase mask  
Missing recognition of highway shading board based on deep convolution segmentation and correction 会议论文
2022 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers, IPEC 2022, Dalian, China, 2022-04-14
作者:  Dong, Yuanshuai;  Zhang, Yanhong;  Hou, Yun;  Tong, Xinlong;  Wu, Qingquan;  Zhou, Zuofeng;  Cao, Yuxuan
Adobe PDF(2201Kb)  |  收藏  |  浏览/下载：167/0  |  提交时间：2022/07/21
object detection  image segmentation  two-dimensional convex hull  deep convolution network  projection mapping  
Unsupervised Balanced Hash Codes Learning With Multichannel Feature Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2816-2825
作者:  Chen, Yaxiong;  Zhao, Dongjie;  Lu, Xiongbo;  Xiong, Shengwu;  Wang, Huangting
Adobe PDF(3665Kb)  |  收藏  |  浏览/下载：170/0  |  提交时间：2022/05/07
Feature extraction  Codes  Data mining  Convolution  Linear programming  Approximation algorithms  Semantics  Deep hash codes  multichannel feature fusion  multiscale context information  unsupervised hashing learning  
Classification of Pneumonia Images Based on Improved VGG19 Convolutional Neural Network (Invited) 期刊论文
Guangzi Xuebao/Acta Photonica Sinica, 2021, 卷号: 50, 期号: 10
作者:  Xiong, Feng;  He, Di;  Liu, Yujie;  Qi, Meijie;  Gao, Peng;  Zhang, Zhoufeng;  Liu, Lixin
Adobe PDF(2510Kb)  |  收藏  |  浏览/下载：218/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
A motor imagery EEG signal classification algorithm based on recurrence plot convolution neural network 期刊论文
Pattern Recognition Letters, 2021, 卷号: 146, 页码: 134-141
作者:  Meng, XianJia;  Qiu, Shi;  Wan, Shaohua;  Cheng, Keyang;  Cui, Lei
Adobe PDF(3099Kb)  |  收藏  |  浏览/下载：171/0  |  提交时间：2021/04/21
EEG signal  Recurrence plot  Convolution neural network  Classification  Motor imagery