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Realtime and Accurate 3D Eye Gaze Capture with DCNN-Based Iris and Pupil Segmentation
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 卷号: 27, 期号: 1, 页码: 190-203
作者:
Wang, Zhiyong
;
Chai, Jinxiang
;
Xia, Shihong
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/12/01
Three-dimensional displays
Gaze tracking
Iris
Cameras
Convolutional neural nets
Image reconstruction
Videos
3D eye gaze tracking
convolutional neural network
facial capture
CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words
期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
作者:
Yuan, Yong
;
Chen, Chen
;
Hu, Xiyuan
;
Peng, Silong
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  |  
浏览/下载:123/0
  |  
提交时间:2021/03/08
entropy
image classification
learning (artificial intelligence)
neural nets
object detection
optimisation
quantisation (signal)
network structure
DNN
low-bit quantization
time-consuming training
compressor-based fast nonuniform quantization method
quantization model
post-training quantization methods
deep neural networks
network quantization
compressor-based nonuniform quantization
CNQ
Non-uniform quantization
Knowledge distillation
Unlabeled samples
Network compression
The Kernel Dynamics of Convolutional Neural Networks in ManifoldsInspec keywordsOther keywordsKey words
期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1185-1192
作者:
Wu, Wei
;
Jing, Xiaoyuan
;
Du, Wencai
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/03/23
convolutional neural nets
learning (artificial intelligence)
kernel-based CNN
convolutional neural network
kernel dynamics
status transfer functions
neural manifolds
layered structure
Convolutional neural networks
Kernelbased convolution
Learning dynamics
Neural manifolds
Powder-Bed Fusion Process Monitoring by Machine Vision With Hybrid Convolutional Neural Networks
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16
作者:
Zhang, Yingjie
;
Soon, Hong Geok
;
Ye, Dongsen
;
Fuh, Jerry Ying Hsi
;
Zhu, Kunpeng
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  |  
浏览/下载:46/0
  |  
提交时间:2020/10/26
Feature extraction
Cameras
Fiber lasers
Laser modes
Convolutional neural nets
Additive manufacturing
condition monitoring
convolutional neural networks (CNNs)
melt-pool-affected zone
powder-bed fusion (PBF)
Improving speech enhancement by focusing on smaller values using relative loss
期刊论文
IET SIGNAL PROCESSING, 2020, 卷号: 14, 期号: 6, 页码: 374-384
作者:
Li, Hongfeng
;
Xu, Yanyan
;
Ke, Dengfeng
;
Su, Kaile
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  |  
浏览/下载:20/0
  |  
提交时间:2020/09/07
speech enhancement
speech intelligibility
performance evaluation
learning (artificial intelligence)
neural nets
absolute differences
speech quality
relative loss
single-channel speech enhancement
noisy speech
ideal ratio mask
phase-sensitive mask
mean square error
loss function
absolute error values
magnitude spectra
deep learning
clean speech recovery
short-time objective intelligibility
signal-to-distortion ratio
segmental signal-to-noise ratio
performance evaluation
Network intrusion detection model based on multivariate correlation analysis - long short-time memory network
期刊论文
IET INFORMATION SECURITY, 2020, 卷号: 14, 期号: 2, 页码: 166-174
作者:
Dong, Rui-Hong
;
Li, Xue-Yong
;
Zhang, Qiu-Yu
;
Yuan, Hui
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  |  
浏览/下载:5/0
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提交时间:2020/03/30
support vector machines
neural nets
image classification
pattern classification
security of data
recurrent neural nets
learning (artificial intelligence)
network intrusion detection model
multivariate correlation analysis
short-time memory network
low detection performance
time correlation characteristics
intrusion detection datasets
multivariate correlations analysis
short-term memory network
information gain feature selection method
convolutional neural networks
recurrent neural network
classification detection performance
Deep Hashing Based on VAE-GAN for Efficient Similarity Retrieval
期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2019, 卷号: 28, 期号: 6, 页码: 1191-1197
作者:
Jin, Guoqing
;
Zhang, Yongdong
;
Lu, Ke
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/12/10
file organisation
image retrieval
learning (artificial intelligence)
neural nets
pairwise hashing learning
semantic perserving feature mapping model
adversarial generative process
image feature vector
hash codes
pairwise ranking loss
generative networks
VAE-GAN based hashing framework
image retrieval
content preserving images
similarity retrieval
variational autoencoder
generative adversarial network
Image retrieval
Learning to hash
Variational autoencoder(VAE)
Generative adversarial network(GAN)
Robust correlation filter tracking with deep semantic supervision
期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 5, 页码: 754-760
作者:
Wang, Wei
;
Chen, Zhaoming
;
Douadji, Lyes
;
Shi, Mingquan
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  |  
浏览/下载:72/0
  |  
提交时间:2019/06/24
particle filtering (numerical methods)
learning (artificial intelligence)
target tracking
convolutional neural nets
robust correlation filter tracking
high tracking performance
tracking failure
deep semantic supervision tracking framework
redetection tracking mechanism
particle filtering resampling
CF tracker
deep convolutional neural network
tracking frames
target occlusion
handcrafted features
real-time performance
OTB2013 benchmark datasets
OTB2015 benchmark datasets
Reliability verification-based convolutional neural networks for object tracking
期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 页码: 175-185
作者:
Hu, Xiaopeng
;
Li, Jingting
;
Yang, Yan
;
Wang, Fan
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2019/12/02
object tracking
learning (artificial intelligence)
feedforward neural nets
reliability
feature selection
tracking network
reliability verification-based convolutional neural networks
object tracking
tracking algorithm
reliability analysis
deep network
single network
improperly labelled training samples
feature selection
label enhancement
convolutional layers
Reconstructed similarity for faster GANs-based word translation to mitigate hubness
期刊论文
NEUROCOMPUTING, 2019, 卷号: 362
作者:
Zhang, Dejun
;
Luo, Mengting
;
He, Fazhi
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
Neural machine word translation
Bilingual word embeddings
Generative adversarial nets
Hubness problem
Reconstructed similarity
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