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基于深度卷积网络的有监督图像特征提取和分类研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  Zhang Jinpeng
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特征提取,图像分类,目标检测,卷积神经网络  
ScaleNet_ a convolutional network to extract multi-scale and fine-grained visual features 期刊论文
IEEE Access, 2019, 期号: 7, 页码: 147560-147570
Authors:  Zhang Jinpeng;  Zhang Jinming;  Hu Guyue;  Cheng Yang;  Yu Shan
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Image Classification  Convolutional Neural Networks  Resnet  Deconvolution  
Hot Anchors: A Heuristic Anchors Sampling Method in RCNN-Based Object Detection 期刊论文
SENSORS, 2018, 卷号: 18, 期号: 10, 页码: 19
Authors:  Zhang Jinpeng;  Zhang Jinming;  Yu, Shan
View  |  Adobe PDF(2702Kb)  |  Favorite  |  View/Download:47/0  |  Submit date:2019/01/08
image object detection  RCNN  Faster RCNN  Light Head RCNN  
An Analysis of CNN Feature Extractor Based on KL Divergence 期刊论文
International Journal of Image and Graphics, 2018, 卷号: 18, 期号: 3, 页码: 00552
Authors:  Zhang Jinpeng;  Zhang Jinming
View  |  Adobe PDF(9099Kb)  |  Favorite  |  View/Download:19/1  |  Submit date:2019/12/31
CNN  feature extractor  KL divergence  neural networks  
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 368-380
Authors:  Li, Jinpeng;  Zhang, Zhaoxiang;  He, Huiguang
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Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
Implementation of EEG Emotion Recognition System Based on Hierarchical Convolutional Neural Networks 会议论文
BICS 2016, Beijing, China, 28-30 November 2016
Authors:  Jinpeng Li;  Zhaoxiang Zhang;  Huiguang He
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Emotion Recognition  Eeg  Deep Learning  Hcnn  Brain Wave  
Visual Information Processing Mechanism Revealed by fMRI Data 会议论文
BIH 2016, Omaha, NE, USA, 13-16 October 2016
Authors:  Jinpeng Li;  Zhaoxiang Zhang;  Huiguang He
Adobe PDF(362Kb)  |  Favorite  |  View/Download:109/14  |  Submit date:2017/02/09
Visual Cortex  Ventral Pathway  Dorsal Pathway  Fmri  Classification  Representation