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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：50/0  |  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：121/0  |  提交时间：2022/07/21
object detection  image segmentation  two-dimensional convex hull  deep convolution network  projection mapping  
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：175/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
Hierarchical Edge Refinement Network for Saliency Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 7567-7577
作者:  Song, Dawei;  Dong, Yongsheng;  Li, Xuelong
Adobe PDF(3064Kb)  |  收藏  |  浏览/下载：223/0  |  提交时间：2021/09/30
Image edge detection  Feature extraction  Saliency detection  Data mining  Convolution  Semantics  Visualization  Saliency detection  edge preserving network  atrous spatial pyramid pooling module  one-to-one hierarchical supervision strategy  
Pneumonia image classification based on convolutional neural network 会议论文
Twelfth International Conference on Information Optics and Photonics, CIOP 2021, Xi'an, China, 2021-07-23
作者:  Xiong, Feng;  He, Di;  Liu, Yujie;  Qi, Meijie;  Zhang, Zhoufeng;  Liu, Lixin
Adobe PDF(475Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2022/01/21
image classification  convolution neural network (CNN)  deep learning (DL)  pneumonia image  chest X-ray  
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  收藏  |  浏览/下载：224/0  |  提交时间：2020/12/21
Hyperspectral imaging  Convolution  Task analysis  Recurrent neural networks  Semisupervised learning  Support vector machines  Graph convolutional network (GCN)  hyperspectral image classification  nonlocal graph  semisupervised learning  
Deep Cross-Modal ImageVoice Retrieval in Remote Sensing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 10, 页码: 7049-7061
作者:  Chen, Yaxiong;  Lu, Xiaoqiang;  Wang, Shuai
Adobe PDF(3711Kb)  |  收藏  |  浏览/下载：157/1  |  提交时间：2020/10/30
Remote sensing  Convolution  Quantization (signal)  Image retrieval  Deep learning  Convolutional codes  Hamming distance  Cross-modal remote sensing image-voice retrieval  deep features' similarity  deep hash codes  quantization error  
Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3032-3046
作者:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(3109Kb)  |  收藏  |  浏览/下载：227/0  |  提交时间：2020/09/04
Correlation  Hash functions  Semantics  Training  Approximation algorithms  Convolution  Image retrieval  Category-level semantics  deep hashing  image retrieval  multi-scale contextual information  
Convolutional Edge Constraint-Based U-Net for Salient Object Detection 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 48890-48900
作者:  Han, Le;  Li, Xuelong;  Dong, Yongsheng
Adobe PDF(19751Kb)  |  收藏  |  浏览/下载：174/1  |  提交时间：2019/06/27
Encoder-decoder architecture  image convolution  edge extraction  salient object detection  skip connection  U-Net  
Convolution in Convolution for Network in Network 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1587-1597
作者:  Pang, Yanwei;  Sun, Manli;  Jiang, Xiaoheng;  Li, Xuelong;  Pang, YW (reprint author), Tianjin Univ, Sch Elect & Informat Enginnering, Tianjin 300072, Peoples R China.
Adobe PDF(2493Kb)  |  收藏  |  浏览/下载：198/1  |  提交时间：2018/05/14
Convolution In Convolution (Cic)  Convolutional Neural Networks (Cnns)  Image Recognition  Network In Network (nIn)