Shenzhen University

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Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression

This paper presents a variational Bayesian kernel selection (VBKS) algor...
12/05/2019 ∙ by Tong Teng, et al. ∙ 28 ∙ share

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Texture Deformation Based Generative Adversarial Networks for Face Editing

Despite the significant success in image-to-image translation and latent...
12/24/2018 ∙ by WenTing Chen, et al. ∙ 26 ∙ share

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Deep Learning Based Gait Recognition Using Smartphones in the Wild

Comparing with other biometrics, gait has advantages of being unobtrusiv...
11/01/2018 ∙ by Qin Zou, et al. ∙ 20 ∙ share

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WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation

In deep networks, the lost data details significantly degrade the perfor...
05/29/2020 ∙ by Qiufu Li, et al. ∙ 20 ∙ share

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A deep network for sinogram and CT image reconstruction

A CT image can be well reconstructed when the sampling rate of the sinog...
01/20/2020 ∙ by Wei Wang, et al. ∙ 19 ∙ share

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A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI

Fetal cortical plate segmentation is essential in quantitative analysis ...
04/27/2020 ∙ by Haoran Dou, et al. ∙ 12 ∙ share

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Attention-based Pyramid Aggregation Network for Visual Place Recognition

Visual place recognition is challenging in the urban environment and is ...
08/01/2018 ∙ by Yingying Zhu, et al. ∙ 10 ∙ share

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Detection of Information Hiding at Anti-Copying 2D Barcodes

This paper concerns the problem of detecting the use of information hidi...
03/20/2020 ∙ by Ji Hu, et al. ∙ 7 ∙ share

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Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing

The placement scheme of virtual machines (VMs) to physical servers (PSs)...
01/18/2020 ∙ by Zhengping Liang, et al. ∙ 4 ∙ share

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Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

Automatic prostate segmentation in transrectal ultrasound (TRUS) images ...
07/03/2019 ∙ by Yi Wang, et al. ∙ 3 ∙ share

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JPEG Noises beyond the First Compression Cycle

This paper focuses on the JPEG noises, which include the quantization no...
05/29/2014 ∙ by Bin Li, et al. ∙ 0 ∙ share

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A Random Sample Partition Data Model for Big Data Analysis

Big data sets must be carefully partitioned into statistically similar d...
12/12/2017 ∙ by Salman Salloum, et al. ∙ 0 ∙ share

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A wavelet frame coefficient total variational model for image restoration

In this paper, we propose a Rudin-Osher-Fatemi(ROF)-like model for image...
08/25/2017 ∙ by Wei Wang, et al. ∙ 0 ∙ share

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Kernalised Multi-resolution Convnet for Visual Tracking

Visual tracking is intrinsically a temporal problem. Discriminative Corr...
08/02/2017 ∙ by Di Wu, et al. ∙ 0 ∙ share

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Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks

In this paper, we introduce deep learning technology to tackle two tradi...
07/01/2017 ∙ by Xianxu Hou, et al. ∙ 0 ∙ share

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A Bidirectional Adaptive Bandwidth Mean Shift Strategy for Clustering

The bandwidth of a kernel function is a crucial parameter in the mean sh...
12/22/2017 ∙ by Fanyang Meng, et al. ∙ 0 ∙ share

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Output Constraint Transfer for Kernelized Correlation Filter in Tracking

Kernelized Correlation Filter (KCF) is one of the state-of-the-art objec...
12/16/2016 ∙ by Baochang Zhang, et al. ∙ 0 ∙ share

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Robust Gait Recognition by Integrating Inertial and RGBD Sensors

Gait has been considered as a promising and unique biometric for person ...
10/31/2016 ∙ by Qin Zou, et al. ∙ 0 ∙ share

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Deep Feature Consistent Variational Autoencoder

We present a novel method for constructing Variational Autoencoder (VAE)...
10/02/2016 ∙ by Xianxu Hou, et al. ∙ 0 ∙ share

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Robust Elastic Net Regression

We propose a robust elastic net (REN) model for high-dimensional sparse ...
11/15/2015 ∙ by Weiyang Liu, et al. ∙ 0 ∙ share

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Object Specific Deep Learning Feature and Its Application to Face Detection

We present a method for discovering and exploiting object specific deep ...
09/06/2016 ∙ by Xianxu Hou, et al. ∙ 0 ∙ share

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LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification

In this paper, we propose a novel local feature, called Local Orientatio...
04/22/2015 ∙ by Xianbiao Qi, et al. ∙ 0 ∙ share

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Leveraging Long and Short-term Information in Content-aware Movie Recommendation

Movie recommendation systems provide users with ranked lists of movies b...
12/25/2017 ∙ by Wei Zhao, et al. ∙ 0 ∙ share

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User-Centric Joint Transmission in Virtual-Cell-Based Ultra-Dense Networks

In ultra-dense networks (UDNs), distributed radio access points (RAPs) a...
12/26/2017 ∙ by Yingxiao Zhang, et al. ∙ 0 ∙ share

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Enhanced Uplink Resource Allocation in Non-Orthogonal Multiple Access Systems

Non-orthogonal multiple access (NOMA) is envisioned to be one of the mos...
11/24/2017 ∙ by Rukhsana Ruby, et al. ∙ 0 ∙ share

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Artificial-Noise-Aided Secure Channel with a Full-duplex Source

This paper consider a new secure communication scene where a full-duplex...
10/19/2017 ∙ by Xinyue Hu, et al. ∙ 0 ∙ share

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Loongson IoT Gateway: A Technical Review

A prototype of Loongson IoT (Internet of Things) ZigBee gateway is alrea...
02/25/2016 ∙ by Zhibang Xie, et al. ∙ 0 ∙ share

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An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray

One of the methods for stratifying different molecular classes of breast...
01/19/2018 ∙ by JingXin Liu, et al. ∙ 0 ∙ share

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Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes

Since ancient Greece, handshaking has been commonly practiced between tw...
01/23/2018 ∙ by Yiran Shen, et al. ∙ 0 ∙ share

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An ADMM Based Method for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing Networks

In this paper, we consider a wireless powered mobile edge computing (MEC...
02/09/2018 ∙ by Suzhi Bi, et al. ∙ 0 ∙ share

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Throughput Maximization for Laser-Powered UAV Wireless Communication Systems

Laser power has become a viable solution to provide convenient and susta...
03/02/2018 ∙ by Jie Ouyang, et al. ∙ 0 ∙ share

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Instance Similarity Deep Hashing for Multi-Label Image Retrieval

Hash coding has been widely used in the approximate nearest neighbor sea...
03/08/2018 ∙ by Zheng Zhang, et al. ∙ 0 ∙ share

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WISERNet: Wider Separate-then-reunion Network for Steganalysis of Color Images

Until recently, those deep steganalyzers in spatial domain are all desig...
03/13/2018 ∙ by Jishen Zeng, et al. ∙ 0 ∙ share

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CNN Based Adversarial Embedding with Minimum Alteration for Image Steganography

Historically, steganographic schemes were designed in a way to preserve ...
03/24/2018 ∙ by Weixuan Tang, et al. ∙ 0 ∙ share

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Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification

The performance of speaker-related systems usually degrades heavily in p...
05/03/2018 ∙ by Siyang Song, et al. ∙ 0 ∙ share

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Resource Allocation for Low-Latency Vehicular Communications with Packet Retransmission

Vehicular communications have stringent latency requirements on safety-c...
06/08/2018 ∙ by Chongtao Guo, et al. ∙ 0 ∙ share

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Capacitor Based Activity Sensing for Kinetic Powered Wearable IoTs

We propose a novel use of the conventional energy storage component, i.e...
06/19/2018 ∙ by Guohao Lan, et al. ∙ 0 ∙ share

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Reusing Wireless Power Transfer for Backscatter-assisted Cooperation in WPCN

This paper studies a novel user cooperation method in a wireless powered...
07/01/2018 ∙ by Wanran Xu, et al. ∙ 0 ∙ share

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EnTrans:Leveraging Kinetic Energy Harvesting Signal for Transportation Mode Detection

Monitoring the daily transportation modes of an individual provides usef...
07/06/2018 ∙ by Guohao Lan, et al. ∙ 0 ∙ share

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Backscatter-assisted Relaying in Wireless Powered Communications Network

This paper studies a novel cooperation method in a two-user wireless pow...
07/14/2018 ∙ by Yuan Zheng, et al. ∙ 0 ∙ share

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Performance Analysis of the Raft Consensus Algorithm for Private Blockchains

Consensus is one of the key problems in blockchains. There are many arti...
08/03/2018 ∙ by Dongyan Huang, et al. ∙ 0 ∙ share

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Deep Reinforcement Learning for Online Offloading in Wireless Powered Mobile-Edge Computing Networks

In this paper, we consider a wireless powered mobile-edge computing (MEC...
08/06/2018 ∙ by Liang Huang, et al. ∙ 0 ∙ share

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Detection of Deep Network Generated Images Using Disparities in Color Components

With the powerful deep network architectures, such as generative adversa...
08/22/2018 ∙ by Haodong Li, et al. ∙ 0 ∙ share

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Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks

We consider the single image super-resolution problem in a more general ...
09/03/2018 ∙ by Yuan Yuan, et al. ∙ 0 ∙ share

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Camera Model Identification Using Convolutional Neural Networks

Source camera identification is the process of determining which camera ...
10/06/2018 ∙ by Artur Kuzin, et al. ∙ 0 ∙ share

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Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks

Fine-grained classification of cervical cells into different abnormality...
10/14/2018 ∙ by Haoming Lin, et al. ∙ 0 ∙ share

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A Self-Organizing Tensor Architecture for Multi-View Clustering

In many real-world applications, data are often unlabeled and comprised ...
10/18/2018 ∙ by Lifang He, et al. ∙ 0 ∙ share

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Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods

We present a general formulation of nonconvex and nonsmooth sparse optim...
10/24/2018 ∙ by Hao Wang, et al. ∙ 0 ∙ share

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Optimal Offloading and Resource Allocation in Mobile-Edge Computing with Inter-user Task Dependency

Mobile-edge computing (MEC) has recently emerged as a cost-effective par...
10/26/2018 ∙ by Jia Yan, et al. ∙ 0 ∙ share

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Throughput Maximization for Ambient Backscatter Communication: A Reinforcement Learning Approach

Ambient backscatter (AB) communication is an emerging wireless communica...
01/03/2019 ∙ by Xiaokang Wen, et al. ∙ 0 ∙ share

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