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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  
行人分割与识别研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  宋纯锋
Adobe PDF(9416Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2020/01/13
行人图像分割,行人识别,步态识别,弱监督学习  
Face Detection With Different Scales Based on Faster R-CNN 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 11, 页码: 4017-4028
Authors:  Wu, Wenqi;  Yin, Yingjie;  Wang, Xingang;  Xu, De
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Deep convolutional neural network (DCNN)  deep learning  face detection  Faster R-CNN  
Unsupervised and Semi-Supervised Image Classification With Weak Semantic Consistency 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2482-2491
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Favorite  |  View/Download:7/0  |  Submit date:2019/12/16
Semi-supervised classification  unsupervised classification  weak semantic representation  semantic consistency  
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
View  |  Adobe PDF(1764Kb)  |  Favorite  |  View/Download:45/12  |  Submit date:2019/12/31
Image Classification  Convolutional Neural Networks  Resnet  Deconvolution  
A Performance Evaluation of Local Features for Image-Based 3D Reconstruction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 10, 页码: 4774-4789
Authors:  Fan, Bin;  Kong, Qingqun;  Wang, Xinchao;  Wang, Zhiheng;  Xiang, Shiming;  Pan, Chunhong;  Fua, Pascal
View  |  Adobe PDF(3986Kb)  |  Favorite  |  View/Download:12/0  |  Submit date:2019/12/16
Local feature  image reconstruction  structure from motion (SFM)  3D vision  image matching  
Surgical instrument segmentation for endoscopic vision with data fusion of CNN prediction and kinematic pose 会议论文
, Montreal, Canada, 2019-5-20
Authors:  Fangbo Qin;  Yangming Li;  Yun-Hsuan Su;  De Xu;  Blake Hannaford
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Recurrent Prediction with Spatio-temporal Attention for Crowd Attribute Recognition 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2019, 期号: Early Access, 页码: 1 - 1
Authors:  Li QZ(李乔哲);  Zhao X(赵鑫);  He R(赫然);  Huang KQ(黄凯奇)
View  |  Adobe PDF(2648Kb)  |  Favorite  |  View/Download:32/1  |  Submit date:2020/01/14
Crowd video understanding , Attribute recognition , Attention mechanism , Multi-label classification  
基于特征学习的目标检测技术研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  朱优松
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目标检测  特征学习  卷积神经网络  深度学习  
面向非结构化文本的关系抽取关键技术研究 学位论文
, 中科院自动化所: 中科院自动化所, 2019
Authors:  曾祥荣
Adobe PDF(8436Kb)  |  Favorite  |  View/Download:152/11  |  Submit date:2019/06/04
信息抽取  关系分类  关系抽取  多关系抽取  深度学习  强化学习