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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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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
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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
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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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
Interval data driven construction of shadowed sets with application to linguistic word modelling
期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 503-521
Authors:
Li, Chengdong
;
Yi, Jianqiang
;
Wang, Hongkai
;
Zhang, Guiqing
;
Li, Junqing
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Submit date:2019/12/16
Shadowed set
Interval data
Data driven
Tolerance limit
Percentile statistic
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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Submit date:2020/10/09
版权监测
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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Submit date:2020/03/30
Visualization
Image representation
Optimization
Buildings
Indexing
Image retrieval
multi-index fusion
tensor multi-rank
person re-identification
Blind image quality assessment via learnable attention-based pooling
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:
Gu, Jie
;
Meng, Gaofeng
;
Xiang, Shiming
;
Pan, Chunhong
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Submit date:2019/05/15
Image quality assessment
Perceptual image quality
Visual attention
Convolutional neural network
Learnable pooling