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科研机构
湖南大学 [70]
内容类型
期刊论文 [63]
会议论文 [7]
发表日期
2019 [43]
2018 [17]
2017 [2]
2016 [1]
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专题:湖南大学
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Head Pose Estimation in the Wild Assisted by Facial Landmarks Based on Convolutional Neural Networks
期刊论文
IEEE Access, 2019, 卷号: Vol.7, 页码: 48470-48483
作者:
Xia, JH
;
Cao, LB
;
Zhang, GJ
;
Liao, JC
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/13
Pose estimation
Magnetic heads
Feature extraction
Face
Heating systems
Shape
Head pose estimation
convolutional neural network
landmark heatmap
faceshape normalization
Scalable One-Pass Self-Representation Learning for Hyperspectral Band Selection
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.7, 页码: 4360-4374
作者:
Xiaohui Wei
;
Wen Zhu
;
Bo Liao
;
Lijun Cai
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/13
Hyperspectral imaging
Principal component analysis
Big Data
Matrix decomposition
Sensors
Adaptive regression
classification
convolutional neural network (CNN)
hyperspectral band selection
one-pass self-representation learning (SRL)
row-sparsity norm
A Novel Fuzzy-Based Convolutional Neural Network Method to Traffic Flow Prediction With Uncertain Traffic Accident Information
期刊论文
IEEE Access, 2019, 卷号: Vol.7, 页码: 20708-20722
作者:
Jiyao An
;
Li Fu
;
Meng Hu
;
Weihong Chen
;
Jiawei Zhan
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/13
Accidents
Predictive
models
Deep
learning
Feature
extraction
Data
models
Convolutional
neural
networks
Market
research
Traffic
flow
prediction
traffic
accident
information
fuzzy
inference
system
(FIS)
convolutional
neural
network
(CNN)
fuzzy-based
convolutional
neural
network
(F-CNN)
Pansharpening via Detail Injection Based Convolutional Neural Networks
期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 卷号: Vol.12 No.4, 页码: 1188-1204
作者:
He, L
;
Rao, YZ
;
Li, J
;
Chanussot, J
;
Plaza, A
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/13
Spatial resolution
Integrated circuits
Task analysis
Transforms
Remote sensing
Convolutional neural networks
Convolutional neural networks (CNNs)
detail injection
pansharpening
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.2, 页码: 755-769
作者:
Nanjun He
;
Mercedes E. Paoletti
;
Juan Mario Haut
;
Leyuan Fang
;
Shutao Li
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/13
Feature extraction
Hyperspectral imaging
Training
Convolutional neural networks
Electronic mail
Computational modeling
Data augmentation
deep convolutional neural networks (CNNs)
hyperspectral image (HIS) classification
multiscale covariance maps (MCMs)
Improving the Performance of Sentiment Classification on Imbalanced Datasets With Transfer Learning
期刊论文
IEEE Access, 2019, 卷号: Vol.7, 页码: 28281-28290
作者:
Xiao, Z
;
Wang, L
;
Du, JY
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/13
Data models
Training
Training data
Task analysis
Neural networks
Natural language processing
Analytical models
Convolutional neural network
sentiment classification
transfer learning
under-sampling
A Bi-layered Parallel Training Architecture for Large-Scale Convolutional Neural Networks.
期刊论文
IEEE Transactions on Parallel & Distributed Systems, 2019, 卷号: Vol.30 No.5, 页码: 965-976
作者:
Chen, Jianguo
;
Li, Kenli
;
Bilal, Kashif
;
Zhou, Xu
;
Li, Keqin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/13
Acceleration
bi-layered parallel computing
Big data
Computational modeling
Computer architecture
convolutional neural networks
deep learning
distributed computing
Parallel processing
Task analysis
Training
A Bi-layered Parallel Training Architecture for Large-Scale Convolutional Neural Networks
期刊论文
IEEE Transactions on Parallel and Distributed Systems, 2019, 卷号: Vol.30 No.5, 页码: 965-976
作者:
Jianguo Chen
;
Kenli Li
;
Kashif Bilal
;
xu zhou
;
Keqin Li
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/13
Training
Computer architecture
Computational modeling
Parallel processing
Task analysis
Distributed computing
Acceleration
Big data
bi-layered parallel computing
convolutional neural networks
deep learning
distributed computing
Air Pollution Forecasting Using a Deep Learning Model Based on 1D Convnets and Bidirectional GRU
期刊论文
IEEE Access, 2019, 卷号: Vol.7, 页码: 76690-76698
作者:
Qing Tao
;
Fang Liu
;
Yong Li
;
Denis Sidorov
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2019/12/13
Predictive models
Forecasting
Wind speed
Atmospheric modeling
Time series analysis
Air pollution
Correlation
Air pollution forecasting
deep learning
1D convolutional neural networks
bidirectional gated recurrent unit
Dual-Path Network-Based Hyperspectral Image Classification
期刊论文
IEEE Geoscience and Remote Sensing Letters, 2019, 卷号: Vol.16 No.3, 页码: 447-451
作者:
Xudong Kang
;
Binbin Zhuo
;
Puhong Duan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/13
Feature extraction
Training
Hyperspectral imaging
Convolution
Principal component analysis
Tools
Convolutional neural networks (CNNs)
dual-path network (DPN)
hyperspectral image (HSI) classification
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