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中国科学院自动化研究所机构知识库
Knowledge Commons of Institute of Automation,CAS
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行人再识别关键问题研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:
黄厚景
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Submit date:2021/01/25
行人再识别,判别性特征,行人遮挡,领域自适应
基于量化的深度神经网络压缩与加速方法研究
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
袁勇
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View/Download:107/5
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Submit date:2020/10/13
深度神经网络,模型压缩,低比特量化,混合精度量化,知识迁移
基于回归方法的单目相机人脸重建研究
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, 2020
Authors:
王鹏睿
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Submit date:2020/09/10
三维人脸重建
弱监督学习
明暗成形
网格形变
单目相机
MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition
期刊论文
Pattern Recognition, 2020, 卷号: 108, 期号: 107555, 页码: 11
Authors:
Chen, Zhuo
;
Yin, Fei
;
Zhang, Xu-Yao
;
Yang, Qing
;
Liu, Cheng-Lin
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Submit date:2020/10/20
MuLTReNets
auto-weighter
Separable MDLSTM
multilingual handwritten text recognition
multi-task learning
面向行人重识别的多视角机器学习模型与算法研究
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, 2020
Authors:
张志忠
Adobe PDF(7131Kb)
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Submit date:2020/06/10
行人重识别
多视角机器学习
特征融合
度量学习
深度卷积神经网络
基于 C/S 架构的室内复杂场景视觉定位系统研究
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
王超
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Submit date:2020/06/12
数据采集,图像检索,相机位姿估计,C/S 架构,室内视觉定位
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
Authors:
Chen, Zhiqiang
;
Xu, Ting-Bing
;
Du, Changde
;
Liu, Cheng-Lin
;
He, Huiguang
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Submit date:2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.
音频指纹技术在影视作品侵权检测中的应用
研究报告
2020
Authors:
郑阳
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View/Download:24/14
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Submit date:2020/10/09
版权监测
Tangent Fisher Vector on Matrix Manifolds for Action Recognition
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 3052-3064
Authors:
Luo, Guan
;
Wei, Jiutong
;
Hu, Weiming
;
Maybank, Stephen J.
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View/Download:54/2
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Submit date:2020/04/07
Manifolds
Video sequences
Observability
Videos
Covariance matrices
Kernel
Computational modeling
Action recognition
Fisher vector
Grassmann manifold
Hankel matrix
matrix manifold
Effective Image Retrieval via Multilinear Multi-Index Fusion
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2878-2890
Authors:
Zhang, Zhizhong
;
Xie, Yuan
;
Zhang, Wensheng
;
Tian, Qi
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Adobe PDF(1024Kb)
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View/Download:64/8
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Submit date:2020/03/30
Visualization
Image representation
Optimization
Buildings
Indexing
Image retrieval
multi-index fusion
tensor multi-rank
person re-identification