Publications - Machine Learning SG

Competitive Bridge Bidding with Deep Neural Networks (2019)

Jiang Rong Tao Qin Bo An

bidding deep learning artificial neural network perfect information artificial intelligence +5 more

arXiv preprint arXiv:1903.00900 1 citations Published 2019-03-03
3D Hand Shape and Pose Estimation from a Single RGB Image (2019)

Liuhao Ge Zhou Ren Yuncheng Li Zehao Xue Yingying Wang Jianfei Cai Junsong Yuan

pose depth map convolutional neural network ground truth rgb color model +6 more

arXiv preprint arXiv:1903.00812 9 citations Published 2019-03-03
Characterizing and identifying reverted commits (2019)

Meng Yan Xin Xia David Lo Ahmed E. Hassan Shanping Li

commit feature engineering empirical research software development discriminative model +6 more

Empirical Software Engineering 8 citations Published 2019-03-02
Toward Achieving Robust Low-Level and High-Level Scene Parsing (2019)

Bing Shuai Henghui Ding Ting Liu Gang Wang Xudong Jiang

image segmentation parsing network architecture segmentation cognitive neuroscience of visual object recognition +6 more

IEEE Transactions on Image Processing 11 citations Published 2019-03-01
The phonographic language network: Using network science to investigate the phonological and orthographic similarity structure of language. (2019)

Cynthia S. Q. Siew Michael S. Vitevitch

word recognition lexical decision task lexicon syllable orthography +6 more

Journal of Experimental Psychology: General 8 citations Published 2019-03-01
Taste Recognition in E-Tongue Using Local Discriminant Preservation Projection (2019)

Lei Zhang Xuehan Wang Guang-Bin Huang Tao Liu Xiaoheng Tan

support vector machine extreme learning machine classifier electronic tongue subspace topology +6 more

IEEE Transactions on Systems, Man, and Cybernetics 18 citations Published 2019-03-01
Spatial Functional Principal Component Analysis with Applications to Brain Image Data (2019)

Yingxing Li Chen Huang Wolfgang Karl Härdle Wolfgang Karl Härdle Wolfgang Karl Härdle

functional principal component analysis principal component analysis smoothing univariate singular value decomposition +6 more

Journal of Multivariate Analysis 1 citations Published 2019-03-01
Recurrent Face Aging with Hierarchical AutoRegressive Memory (2019)

Wei Wang Yan Yan Zhen Cui Jiashi Feng Shuicheng Yan Nicu Sebe

autoencoder recurrent neural network autoregressive model pattern recognition decodes +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 10 citations Published 2019-03-01
Real-Time Event-Triggered Object Tracking in the Presence of Model Drift and Occlusion (2019)

Mingyang Guan Changyun Wen Mao Shan Cheng-Leong Ng Ying Zou

video tracking eye tracking robustness discriminative model detector +6 more

IEEE Transactions on Industrial Electronics 16 citations Published 2019-03-01
Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos. (2019)

Bo Hu Jianfei Cai Tat-Jen Cham Junsong Yuan

recurrent neural network object detection pattern recognition bounding overwatch regression +4 more

arXiv preprint arXiv:1903.00304 Published 2019-03-01
Palmprint identification using sparse and dense hybrid representation (2019)

Somaya Al Maadeed Xudong Jiang Imad Rida Ahmed Bouridane

sparse approximation discriminative model biometrics pattern recognition coding +6 more

Multimedia Tools and Applications 14 citations Published 2019-03-01
Online identification of a rotary wing Unmanned Aerial Vehicle from data streams (2019)

Meftahul Ferdaus Mahardhika Pratama Sreenatha G. Anavatti Matthew A. Garratt

fuzzy control system fuzzy logic evolving intelligent system artificial neural network data stream mining +5 more

Applied Soft Computing 6 citations Published 2019-03-01
Multi-lead model-based ECG signal denoising by guided filter (2019)

Huaqing Hao Ming Liu Peng Xiong Haiman Du Hong Zhang Feng Lin Zengguang Hou Xiuling Liu

autoencoder noise reduction distortion robustness mean squared error +6 more

Engineering Applications of Artificial Intelligence 8 citations Published 2019-03-01
Interactive labelling of a multivariate dataset for supervised machine learning using linked visualisations, clustering, and active learning (2019)

Mohammad Chegini Mohammad Chegini Jürgen Bernard Philip Berger Alexei Sourin Keith Andrews Tobias Schreck

active learning cluster analysis parallel coordinates exploratory data analysis visual analytics +6 more

Visual Informatics 8 citations Published 2019-03-01
Importance sampling for online planning under uncertainty (2019)

Yuanfu Luo Haoyu Bai David Hsu Wee Sun Lee

partially observable markov decision process importance sampling sampling monte carlo method rare events +6 more

The International Journal of Robotics Research 14 citations Published 2019-03-01
Image-Based Geo-Localization Using Satellite Imagery (2019)

Sixing Hu Gim Hee Lee

markov chain network architecture satellite imagery computer vision satellite +6 more

arXiv preprint arXiv:1903.00159 Published 2019-03-01
IAN: The Individual Aggregation Network for Person Search (2019)

Jimin Xiao Yanchun Xie Tammam Tillo Kaizhu Huang Yunchao Wei Jiashi Feng

visual appearance object detection bounding overwatch computer vision computer science +1 more

Pattern Recognition 48 citations Published 2019-03-01
Guest Editorial Special Section on Emerging Information Sharing and Design Technologies on Robotics and Mechatronics Systems for Intelligent Manufacturing (2019)

Guilin Yang I-Ming Chen Chin-Yin Chen Huajin Tang Chi Zhang

mechatronics information sharing information management robotics automation +5 more

IEEE Transactions on Industrial Informatics 2 citations Published 2019-03-01
Full-Reference Image Quality Assessment by Combining Features in Spatial and Frequency Domains (2019)

Zhisen Tang Yuanlin Zheng Ke Gu Kaiyang Liao Wei Wang Miaomiao Yu

image quality phase congruency human visual system model spatial frequency random forest +6 more

IEEE Transactions on Broadcasting 4 citations Published 2019-03-01
Fine-Grained Quality Assessment for Compressed Images (2019)

Xinfeng Zhang Weisi Lin Shiqi Wang Jiaying Liu Siwei Ma Wen Gao

image quality jpeg image compression transform coding visualization +6 more

IEEE Transactions on Image Processing 12 citations Published 2019-03-01

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Competitive Bridge Bidding with Deep Neural Networks (2019)

3D Hand Shape and Pose Estimation from a Single RGB Image (2019)

Characterizing and identifying reverted commits (2019)

Toward Achieving Robust Low-Level and High-Level Scene Parsing (2019)

The phonographic language network: Using network science to investigate the phonological and orthographic similarity structure of language. (2019)

Taste Recognition in E-Tongue Using Local Discriminant Preservation Projection (2019)

Spatial Functional Principal Component Analysis with Applications to Brain Image Data (2019)

Recurrent Face Aging with Hierarchical AutoRegressive Memory (2019)

Real-Time Event-Triggered Object Tracking in the Presence of Model Drift and Occlusion (2019)

Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos. (2019)

Palmprint identification using sparse and dense hybrid representation (2019)

Online identification of a rotary wing Unmanned Aerial Vehicle from data streams (2019)

Multi-lead model-based ECG signal denoising by guided filter (2019)

Interactive labelling of a multivariate dataset for supervised machine learning using linked visualisations, clustering, and active learning (2019)

Importance sampling for online planning under uncertainty (2019)

Image-Based Geo-Localization Using Satellite Imagery (2019)

IAN: The Individual Aggregation Network for Person Search (2019)

Guest Editorial Special Section on Emerging Information Sharing and Design Technologies on Robotics and Mechatronics Systems for Intelligent Manufacturing (2019)

Full-Reference Image Quality Assessment by Combining Features in Spatial and Frequency Domains (2019)

Fine-Grained Quality Assessment for Compressed Images (2019)