Shenzhen University

research

∙ 10/26/2021

Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition

This approach builds on two following findings in cognitive science: (i)...

Siyang Song, et al. ∙

research

∙ 12/05/2019

Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression

This paper presents a variational Bayesian kernel selection (VBKS) algor...

Tong Teng, et al. ∙

research

∙ 12/24/2018

Texture Deformation Based Generative Adversarial Networks for Face Editing

Despite the significant success in image-to-image translation and latent...

WenTing Chen, et al. ∙

research

∙ 11/01/2018

Deep Learning Based Gait Recognition Using Smartphones in the Wild

Comparing with other biometrics, gait has advantages of being unobtrusiv...

Qin Zou, et al. ∙

research

∙ 05/29/2020

WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation

In deep networks, the lost data details significantly degrade the perfor...

Qiufu Li, et al. ∙

research

∙ 08/11/2021

Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound

Standard plane recognition plays an important role in prenatal ultrasoun...

Shuangchi He, et al. ∙

research

∙ 01/20/2020

A deep network for sinogram and CT image reconstruction

A CT image can be well reconstructed when the sampling rate of the sinog...

Wei Wang, et al. ∙

research

∙ 09/11/2020

SA-Net: A deep spectral analysis network for image clustering

Although supervised deep representation learning has attracted enormous ...

Jinghua Wang, et al. ∙

research

∙ 06/01/2021

3D WaveUNet: 3D Wavelet Integrated Encoder-Decoder Network for Neuron Segmentation

3D neuron segmentation is a key step for the neuron digital reconstructi...

Qiufu Li, et al. ∙

research

∙ 04/14/2022

Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis

Ultrasound (US) imaging is widely used for anatomical structure inspecti...

Jiamin Liang, et al. ∙

research

∙ 07/01/2022

Fine-grained Correlation Loss for Regression

Regression learning is classic and fundamental for medical image analysi...

Chaoyu Chen, et al. ∙

research

∙ 07/30/2020

Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound

3D ultrasound (US) is widely used due to its rich diagnostic information...

Yuhao Huang, et al. ∙

research

∙ 11/03/2021

Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework

Ultrasound (US) imaging is commonly used to assist in the diagnosis and ...

Keyu Li, et al. ∙

research

∙ 11/28/2021

Gated SwitchGAN for multi-domain facial image translation

Recent studies on multi-domain facial image translation have achieved im...

Xiaokang Zhang, et al. ∙

research

∙ 04/27/2020

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

Fetal cortical plate segmentation is essential in quantitative analysis ...

Haoran Dou, et al. ∙

research

∙ 07/01/2022

Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound

Over the past decades, the incidence of thyroid cancer has been increasi...

Han Huang, et al. ∙

research

∙ 07/19/2020

Geometry Constrained Weakly Supervised Object Localization

We propose a geometry constrained network, termed GC-Net, for weakly sup...

Weizeng Lu, et al. ∙

research

∙ 08/11/2021

One-Sided Box Filter for Edge Preserving Image Smoothing

Image smoothing is a fundamental task in signal processing. For such tas...

Yuanhao Gong, et al. ∙

research

∙ 09/07/2021

GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition

The data scarcity problem in Electroencephalography (EEG) based affectiv...

Zhi Zhang, et al. ∙

research

∙ 08/01/2018

Attention-based Pyramid Aggregation Network for Visual Place Recognition

Visual place recognition is challenging in the urban environment and is ...

Yingying Zhu, et al. ∙

research

∙ 07/01/2022

Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling

Ultrasound (US) is widely used for its advantages of real-time imaging, ...

Jiamin Liang, et al. ∙

research

∙ 02/26/2022

Towards Revenue Maximization with Popular and Profitable Products

Economic-wise, a common goal for companies conducting marketing is to ma...

Wensheng Gan, et al. ∙

research

∙ 05/11/2022

Scene Consistency Representation Learning for Video Scene Segmentation

A long-term video, such as a movie or TV show, is composed of various sc...

Haoqian Wu, et al. ∙

research

∙ 07/06/2021

Self-Adversarial Training incorporating Forgery Attention for Image Forgery Localization

Image editing techniques enable people to modify the content of an image...

Long Zhuo, et al. ∙

research

∙ 01/01/2022

Quality-aware Part Models for Occluded Person Re-identification

Occlusion poses a major challenge for person re-identification (ReID). E...

Pengfei Wang, et al. ∙

research

∙ 05/12/2022

Ensemble Clustering via Co-association Matrix Self-enhancement

Ensemble clustering integrates a set of base clustering results to gener...

Yuheng Jia, et al. ∙

research

∙ 03/20/2020

Detection of Information Hiding at Anti-Copying 2D Barcodes

This paper concerns the problem of detecting the use of information hidi...

Ji Hu, et al. ∙

research

∙ 05/28/2021

Optimal Model Placement and Online Model Splitting for Device-Edge Co-Inference

Device-edge co-inference opens up new possibilities for resource-constra...

Jia Yan, et al. ∙

research

∙ 05/02/2022

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition

The activations of Facial Action Units (AUs) mutually influence one anot...

Cheng Luo, et al. ∙

research

∙ 01/02/2022

Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation

Automatic segmentation of abdominal organs in computed tomography (CT) i...

Zefan Yang, et al. ∙

research

∙ 01/07/2022

A three-dimensional dual-domain deep network for high-pitch and sparse helical CT reconstruction

In this paper, we propose a new GPU implementation of the Katsevich algo...

Wei Wang, et al. ∙

research

∙ 02/11/2022

Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels

The upheaval brought by the arrival of the COVID-19 pandemic has continu...

Ming Li, et al. ∙

research

∙ 03/10/2022

Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity

Current adversarial attack research reveals the vulnerability of learnin...

Cheng Luo, et al. ∙

research

∙ 12/09/2021

Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images

The world is currently experiencing an ongoing pandemic of an infectious...

Qinghao Ye, et al. ∙

research

∙ 12/21/2021

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

For medical image segmentation, imagine if a model was only trained usin...

Ziqi Zhou, et al. ∙

research

∙ 01/18/2020

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

The placement scheme of virtual machines (VMs) to physical servers (PSs)...

Zhengping Liang, et al. ∙

research

∙ 12/01/2020

Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture

The problem of estimation of the primary quantization matrix in double J...

Benedetta Tondi, et al. ∙

research

∙ 03/25/2021

MCTSteg: A Monte Carlo Tree Search-based Reinforcement Learning Framework for Universal Non-additive Steganography

Recent research has shown that non-additive image steganographic framewo...

Xianbo Mo, et al. ∙

research

∙ 08/12/2021

Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images

This paper investigates the problem of recovering hyperspectral (HS) ima...

Zhiyu Zhu, et al. ∙

research

∙ 02/13/2022

Natural Image Stitching Using Depth Maps

Natural image stitching (NIS) aims to create one natural-looking mosaic ...

Tianli Liao, et al. ∙

research

∙ 04/14/2022

HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images

Different from handcrafted features, deep neural networks can automatica...

Jikuan Qian, et al. ∙

research

∙ 07/03/2019

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

Automatic prostate segmentation in transrectal ultrasound (TRUS) images ...

Yi Wang, et al. ∙

research

∙ 11/03/2021

A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications

Quantifying the uncertainty of supervised learning models plays an impor...

Xinlei Zhou, et al. ∙

research

∙ 08/30/2021

Robust Privacy-Preserving Motion Detection and Object Tracking in Encrypted Streaming Video

Video privacy leakage is becoming an increasingly severe public problem,...

Xianhao Tian, et al. ∙

research

∙ 05/29/2014

JPEG Noises beyond the First Compression Cycle

This paper focuses on the JPEG noises, which include the quantization no...

Bin Li, et al. ∙

research

∙ 12/12/2017

A Random Sample Partition Data Model for Big Data Analysis

Big data sets must be carefully partitioned into statistically similar d...

Salman Salloum, et al. ∙

research

∙ 08/25/2017

A wavelet frame coefficient total variational model for image restoration

In this paper, we propose a Rudin-Osher-Fatemi(ROF)-like model for image...

Wei Wang, et al. ∙

research

∙ 08/02/2017

Kernalised Multi-resolution Convnet for Visual Tracking

Visual tracking is intrinsically a temporal problem. Discriminative Corr...

Di Wu, et al. ∙

research

∙ 07/01/2017

Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks

In this paper, we introduce deep learning technology to tackle two tradi...

Xianxu Hou, et al. ∙

research

∙ 12/22/2017

A Bidirectional Adaptive Bandwidth Mean Shift Strategy for Clustering

The bandwidth of a kernel function is a crucial parameter in the mean sh...

Fanyang Meng, et al. ∙

Shenzhen University

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