Publications - Machine Learning SG

High-Speed Piezoresponse Force Microscopy and Machine Learning Approaches for Dynamic Domain Growth in Ferroelectric Materials. (2020)

Yue Liu Bingxue Yu Zhiwen Liu David Beck Kaiyang Zeng

piezoresponse force microscopy learning classifier system support vector machine ferroelectricity domain wall +6 more

ACS Applied Materials & Interfaces Published 2020-02-03
DeepFacade: A Deep Learning Approach to Facade Parsing With Symmetric Loss (2020)

Hantang Liu Yinghao Xu Jialiang Zhang Jianke Zhu Yang Li Steven C. H. Hoi

deep learning parsing artificial neural network convolutional neural network facade +6 more

IEEE Transactions on Multimedia Published 2020-02-03
Deep Self-Supervised Representation Learning for Free-Hand Sketch (2020)

Peng Xu Zeyu Song Qiyue Yin Yi-Zhe Song Liang Wang

feature learning sketch convolutional neural network artificial intelligence computer science +4 more

IEEE Transactions on Circuits and Systems for Video Technology Published 2020-02-03
A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features (2020)

Yu Tian Huanqiang Zeng Junhui Hou Jing Chen Jianqing Zhu Kai-Kuang Ma

image quality feature extraction luminance machine vision symmetry in biology +6 more

IEEE Transactions on Circuits and Systems for Video Technology 2 citations Published 2020-02-03
WiDIGR: Direction-Independent Gait Recognition System Using Commercial Wi-Fi Devices (2020)

Lei Zhang Cong Wang Maode Ma Daqing Zhang

spectrogram gait signal processing ranging computer vision +3 more

IEEE Internet of Things Journal 1 citations Published 2020-02-01
Voice Keyword Recognition Based on Spiking Convolutional Neural Network for Human-Machine Interface (2020)

Jinhai Hu Wang Ling Goh Zhongyi Zhang Yuan Gao

spiking neural network convolutional neural network filter bank infinite impulse response edge device +6 more

2020 3rd International Conference on Intelligent Autonomous Systems (ICoIAS) Published 2020-02-01
Video Storytelling: Textual Summaries for Events (2020)

Junnan Li Yongkang Wong Qi Zhao Mohan S. Kankanhalli

storytelling reinforcement learning natural language semantics visualization +6 more

IEEE Transactions on Multimedia 2 citations Published 2020-02-01
The emergence of deep learning: new opportunities for music and audio technologies (2020)

Dorien Herremans Ching-Hua Chuan

deep learning multimedia computer science artificial intelligence computational science and engineering

Neural Computing and Applications 2 citations Published 2020-02-01
Surrounding-aware correlation filter for UAV tracking with selective spatial regularization (2020)

Changhong Fu Weijiang Xiong Fuling Lin Yufeng Yue

video tracking robustness bittorrent tracker discriminative model computer vision +5 more

Signal Processing 4 citations Published 2020-02-01
Statistical and Structural Information Backed Full-Reference Quality Measure of Compressed Sonar Images (2020)

Weiling Chen Ke Gu Weisi Lin Fei Yuan En Cheng

sonar underwater acoustic communication underwater acoustics image quality underwater +6 more

IEEE Transactions on Circuits and Systems for Video Technology 4 citations Published 2020-02-01
Skin Surface Detection in 3D Optoacoustic Mesoscopy Based on Dynamic Programming (2020)

Suhanyaa Nitkunanantharajah Guillaume Zahnd Malini Olivo Nassir Navab Pouyan Mohajerani Vasilis Ntziachristos

image segmentation robustness computer vision dynamic programming computer science +6 more

IEEE Transactions on Medical Imaging 3 citations Published 2020-02-01
Simultaneously learning affinity matrix and data representations for machine fault diagnosis. (2020)

Yue Li Yijie Zeng Tianchi Liu Xiaofan Jia Guang-Bin Huang

feature learning autoencoder data classification extreme learning machine data point +6 more

Neural Networks 1 citations Published 2020-02-01
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information (2020)

Jing Yu Koh Duc Thanh Nguyen Quang-Trung Truong Sai-Kit Yeung Alexander Binder

segmentation artificial neural network pattern recognition computer science artificial intelligence +2 more

ECCV (24) Published 2020-02-01
Robot-assisted flexible needle insertion using universal distributional deep reinforcement learning (2020)

Xiaoyu Tan Yonggu Lee Chin-Boon Chng Kah-Bin Lim Chee-Kong Chui

robustness reinforcement learning motion planning deep learning transfer of learning +6 more

International Journal of Computer Assisted Radiology and Surgery Published 2020-02-01
Recognizing Profile Faces by Imagining Frontal View (2020)

Jian Zhao Junliang Xing Lin Xiong Shuicheng Yan Jiashi Feng

deep learning facial recognition system feature extraction convolutional neural network discriminative model +6 more

International Journal of Computer Vision 4 citations Published 2020-02-01
Online Tool Condition Monitoring Based on Parsimonious Ensemble (2020)

Mahardhika Pratama Eric Dimla Tegoeh Tjahjowidodo Witold Pedrycz Edwin Lughofer

ensemble learning concept drift feature selection data stream mining condition monitoring +6 more

IEEE Transactions on Systems, Man, and Cybernetics 17 citations Published 2020-02-01
New brain tumor classification method based on an improved version of whale optimization algorithm (2020)

Bo Yin Chao Wang Francis Abza

feature extraction pattern recognition computer science chaos theory brain tumor +6 more

Biomedical Signal Processing and Control 7 citations Published 2020-02-01
Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study (2020)

Ji Chen Kaustubh R. Patil Susanne Weis Kang Sim Thomas Nickl-Jockschat Juan Zhou André Aleman Iris E. Sommer Edith J. Liemburg Felix Hoffstaedter Ute Habel Birgit Derntl Xiaojin Liu Jona M. Fischer Lydia Kogler Christina Regenbogen Vaibhav A. Diwadkar Jeffrey A. Stanley Valentin Riedl Renaud Jardri Oliver Gruber Aristeidis Sotiras Christos Davatzikos Simon B. Eickhoff Agna A. Bartels-Velthuis Richard Bruggeman Stynke Castelein Frederike Jörg Gerdina H.M. Pijnenborg Henderikus Knegtering Ellen Visser

positive and negative syndrome scale schizophrenia psychopathology neuroimaging functional magnetic resonance imaging +6 more

Biological Psychiatry 12 citations Published 2020-02-01
Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II (2020)

Kavitesh Kumar Bali Yew-Soon Ong Abhishek Gupta Puay Siew Tan

human multitasking evolutionary algorithm evolutionary computation negative transfer knowledge transfer +6 more

IEEE Transactions on Evolutionary Computation 34 citations Published 2020-02-01
Multi-level feature fusion model-based real-time person re-identification for forensics (2020)

Shiqin Wang Xin Xu Lei Liu Jing Tian

local binary patterns histogram deep learning pattern recognition clutter +6 more

Journal of Real-time Image Processing 2 citations Published 2020-02-01

Previous Next

High-Speed Piezoresponse Force Microscopy and Machine Learning Approaches for Dynamic Domain Growth in Ferroelectric Materials. (2020)

DeepFacade: A Deep Learning Approach to Facade Parsing With Symmetric Loss (2020)

Deep Self-Supervised Representation Learning for Free-Hand Sketch (2020)

A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features (2020)

WiDIGR: Direction-Independent Gait Recognition System Using Commercial Wi-Fi Devices (2020)

Voice Keyword Recognition Based on Spiking Convolutional Neural Network for Human-Machine Interface (2020)

Video Storytelling: Textual Summaries for Events (2020)

The emergence of deep learning: new opportunities for music and audio technologies (2020)

Surrounding-aware correlation filter for UAV tracking with selective spatial regularization (2020)

Statistical and Structural Information Backed Full-Reference Quality Measure of Compressed Sonar Images (2020)

Skin Surface Detection in 3D Optoacoustic Mesoscopy Based on Dynamic Programming (2020)

Simultaneously learning affinity matrix and data representations for machine fault diagnosis. (2020)

SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information (2020)

Robot-assisted flexible needle insertion using universal distributional deep reinforcement learning (2020)

Recognizing Profile Faces by Imagining Frontal View (2020)

Online Tool Condition Monitoring Based on Parsimonious Ensemble (2020)

New brain tumor classification method based on an improved version of whale optimization algorithm (2020)

Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study (2020)

Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II (2020)

Multi-level feature fusion model-based real-time person re-identification for forensics (2020)