Publications - Machine Learning SG

Intelligent metasurface imager and recognizer. (2019)

Lianlin Li Ya Shuang Qian Ma Haoyang Li Hanting Zhao Menglin Wei Che Liu Chenglong Hao Cheng-Wei Qiu Tie Jun Cui

data flow diagram computer vision artificial neural network wireless computer science +6 more

Light-Science & Applications 41 citations Published 2019-01-01
Intelligent Fouling Detection System using Haar-like Cascade Classifier with Neural Networks (2019)

Cheng Siong Chin JianTing Si A. S. Clare Maode Ma

haar like features cascading classifiers artificial neural network classifier camera module +6 more

Advances in intelligent systems and computing Published 2019-01-01
Indoor Signal Focusing Improvement via Deep Learning Configured Intelligent Metasurfaces (2019)

C. Huang G. C. Alexandropoulos C. Yuen Mérouane Debbah

deep learning electronic engineering computer science artificial intelligence

IEEE SPAWC 2 citations Published 2019-01-01
In-situ monitoring of laser-based PBF via off-axis vision and image processing approaches (2019)

Yingjie Zhang Jerry Y.H. Fuh Dongsen Ye Geok Soon Hong

image processing plume kalman filter optical filter computer vision +6 more

Additive manufacturing 13 citations Published 2019-01-01
Imitation of human motion for humanoid robot in lift and carry event (2019)

Shu-Yin Chiang Hao-Ge Jiang

humanoid robot zero moment point robot machine vision servomotor +6 more

Knowledge Engineering Review Published 2019-01-01
Human Attribute Classification for Re-identification Across Non-overlapping Cameras (2019)

Wen Jun Calvin Gao Poh Say Keong Bingquan Shen

convolutional neural network salient pattern recognition filter computer science +5 more

Published 2019-01-01
Heading Reference-Assisted Pose Estimation for Ground Vehicles (2019)

Han Wang Rui Jiang Handuo Zhang Shuzhi Sam Ge

pose visual odometry simultaneous localization and mapping robustness cross validation +6 more

IEEE Transactions on Automation Science and Engineering 4 citations Published 2019-01-01
Global Inference for Aspect and Opinion Terms Co-Extraction Based on Multi-Task Neural Networks (2019)

Jianfei Yu Jing Jiang Rui Xia

deep learning inference artificial neural network sentiment analysis syntax +6 more

IEEE Transactions on Audio, Speech, and Language Processing 12 citations Published 2019-01-01
Generating expensive relationship features from cheap objects (2019)

Xiaogang Wang Qianru Sun Marcelo Ang Tat-Seng Chua

object detection computer vision computer science artificial intelligence feature generation

BMVC Published 2019-01-01
Foreground Detection and Segmentation in RGB-D Images (2019)

Runmin Cong Hao Chen Hongyuan Zhu Huazhu Fu

foreground detection segmentation rgb color model salience computer vision +2 more

1 citations Published 2019-01-01
Fast Depth Intra-Coding for 3D-HEVC based on Gray-Level Co-occurrence Matrix (2019)

Jing Chen Jie Liao Jiabao Zuo Huanqiang Zeng Canhui Cai Kai-Kuang Ma Kai-Kuang Ma

co occurrence matrix coding pattern recognition mathematics artificial intelligence +1 more

Journal of Imaging Science and Technology Published 2019-01-01
Explaining Scene-selective Visual Areas Using Task-specific Deep Neural Network Representations (2019)

Kshitij Dwivedi Michael Bonner Gemma Roig

artificial neural network pattern recognition computer science artificial intelligence

2019 Conference on Cognitive Computational Neuroscience Published 2019-01-01
End-to-End 3D Hand Pose Estimation from Stereo Cameras. (2019)

Yuncheng Li Zehao Xue Yingying Wang Liuhao Ge Zhou Ren Jonathan Rodriguez

stereo cameras pose computer vision end to end principle computer science +1 more

BMVC 1 citations Published 2019-01-01
Efficient Meta Learning via Minibatch Proximal Update (2019)

Pan Zhou Xiaotong Yuan Huan Xu Shuicheng Yan Jiashi Feng

hessian matrix convergence machine learning minification computer science +3 more

Advances in Neural Information Processing Systems 21 citations Published 2019-01-01
Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network (2019)

Siqi Wang Yijie Zeng Xinwang Liu En Zhu Jianping Yin Chuanfu Xu Marius Kloft

discriminative model anomaly detection outlier feature learning clustering high dimensional data +6 more

Advances in Neural Information Processing Systems 10 citations Published 2019-01-01
Dimensionality reduction for visualizing single-cell data using UMAP. (2019)

Etienne Becht Leland McInnes John Healy Charles-Antoine Dutertre Immanuel W H Kwok Lai Guan Ng Florent Ginhoux Evan W Newell Evan W Newell

dimensionality reduction biological data visualization mass cytometry pattern recognition +3 more

Nature Biotechnology 820 citations Published 2019-01-01
Design and Experimental Validation of a Robust Output Feedback Control for the Coupled Dynamics of a Micro Air Vehicle (2019)

Kandath Harikumar Sidhant Dhall Seetharama Bhat

controller autopilot micro air vehicle robustness multivariable calculus +6 more

International Journal of Control Automation and Systems 3 citations Published 2019-01-01
Deep Review Sharing (2019)

Chenkai Guo Dengrong Huang Naipeng Dong Quanqi Ye Jing Xu Yaqing Fan Hui Yang Yifan Xu

software bug exploit software deep learning heuristic +6 more

2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER) 3 citations Published 2019-01-01
Deep Learning-Based Descriptors for Object Instance Search (2019)

Jie Lin Olivier Morère Antoine Veillard Vijay Chandrasekhar

deep learning convolutional neural network restricted boltzmann machine artificial neural network hash function +6 more

Published 2019-01-01
Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals (2019)

U. Rajendra Acharya Hamido Fujita Shu Lih Oh Yuki Hagiwara Jen Hong Tan Muhammad Adam Ru San Tan

convolutional neural network heart failure pattern recognition computer science artificial intelligence +4 more

Applied Intelligence 83 citations Published 2019-01-01

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Intelligent metasurface imager and recognizer. (2019)

Intelligent Fouling Detection System using Haar-like Cascade Classifier with Neural Networks (2019)

Indoor Signal Focusing Improvement via Deep Learning Configured Intelligent Metasurfaces (2019)

In-situ monitoring of laser-based PBF via off-axis vision and image processing approaches (2019)

Imitation of human motion for humanoid robot in lift and carry event (2019)

Human Attribute Classification for Re-identification Across Non-overlapping Cameras (2019)

Heading Reference-Assisted Pose Estimation for Ground Vehicles (2019)

Global Inference for Aspect and Opinion Terms Co-Extraction Based on Multi-Task Neural Networks (2019)

Generating expensive relationship features from cheap objects (2019)

Foreground Detection and Segmentation in RGB-D Images (2019)

Fast Depth Intra-Coding for 3D-HEVC based on Gray-Level Co-occurrence Matrix (2019)

Explaining Scene-selective Visual Areas Using Task-specific Deep Neural Network Representations (2019)

End-to-End 3D Hand Pose Estimation from Stereo Cameras. (2019)

Efficient Meta Learning via Minibatch Proximal Update (2019)

Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network (2019)

Dimensionality reduction for visualizing single-cell data using UMAP. (2019)

Design and Experimental Validation of a Robust Output Feedback Control for the Coupled Dynamics of a Micro Air Vehicle (2019)

Deep Review Sharing (2019)

Deep Learning-Based Descriptors for Object Instance Search (2019)

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals (2019)