Publications - Machine Learning SG

VIMCO: variational inference for multiple correlated outcomes in genome-wide association studies (2019)

Xingjie Shi Xingjie Shi Yuling Jiao Yi Yang Ching-Yu Cheng Can Yang Xinyi Lin Jin Liu

genome wide association study trait inference statistical power genetic association +6 more

Bioinformatics 6 citations Published 2019-10-01
Vectorization Based Color Transfer for Portrait Images (2019)

Qian Fu Ying He Fei Hou Juyong Zhang Anxiang Zeng Yong-Jin Liu

diffusion curve vectorization vectorization computer vision laplace operator +6 more

Computer-aided Design 1 citations Published 2019-10-01
Utilizing Subject-Specific Discriminative EEG Features for Classification of Motor Imagery Directions (2019)

Kavitha P Thomas Neethu Robinson A. P. Vinod

motor imagery feature extraction brain computer interface discriminative model parietal lobe +6 more

2019 IEEE 10th International Conference on Awareness Science and Technology (iCAST) Published 2019-10-01
Unsupervised dense Light Field reconstruction with occlusion awareness (2019)

Lixia Ni Haiyong Jiang Jianfei Cai Jianmin Zheng Haifeng Li Xu Liu

computing methodologies light field occlusion computer vision computer science +1 more

Computer Graphics Forum Published 2019-10-01
Universal deep learning representation of effective refractive index for photonics channel waveguides (2019)

Gandhi Alagappan Ching Eng Png

waveguide photonic integrated circuit artificial neural network photonics deep learning +6 more

Journal of The Optical Society of America B-optical Physics 1 citations Published 2019-10-01
Tumour Detection using Convolutional Neural Network on a Lightweight Multi-Core Device (2019)

T. Hui Teo Wei Ming Tan Yi Shu Tan

deep learning convolutional neural network artificial neural network multi core processor contextual image classification +6 more

2019 IEEE 13th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) Published 2019-10-01
Trajectory Planning for Improving Vision-Based Target Geolocation Performance Using a Quad-Rotor UAV (2019)

Lele Zhang Fang Deng Jie Chen Yingcai Bi Swee King Phang Xudong Chen

trajectory flight test geolocation particle swarm optimization computer vision +5 more

IEEE Transactions on Aerospace and Electronic Systems 3 citations Published 2019-10-01
Time series classification using a modified LSTM approach from accelerometer-based data: A comparative study for gait cycle detection. (2019)

Hui Xing Tan Nway Nway Aung Jing Tian Matthew Chin Heng Chua Youheng Ou Yang

gait accelerometer inertial measurement unit f1 score computer vision +6 more

Gait & Posture 9 citations Published 2019-10-01
The maximum points-based supervised learning rule for spiking neural networks (2019)

Xiurui Xie Xiurui Xie Guisong Liu Qing Cai Hong Qu Malu Zhang

supervised learning spiking neural network artificial neural network synthetic data computational intelligence +6 more

soft computing 2 citations Published 2019-10-01
The 2019 WACEM Expert Document on Hybrid Simulation for Transforming Health-care Simulation Through "Mixing and Matching". (2019)

Fatimah Lateef Xin Yi Too

virtual learning environment modalities multimodality human computer interaction interfacing +6 more

Journal of Emergencies, Trauma, and Shock Published 2019-10-01
Texture Discrimination using a Flexible Tactile Sensor Array on a Soft Biomimetic Finger (2019)

Sriramana Sankar Alisa Brown Darshini Balamurugan Harrison Nguyen Mark Iskarous Talya Simcox Deepesh Kumar Andrei Nakagawa Nitish Thakor

tactile sensor neuromorphic engineering support vector machine supervised learning classifier +4 more

2019 IEEE SENSORS 2 citations Published 2019-10-01
Temporal Structure Mining for Weakly Supervised Action Detection (2019)

Tan Yu Zhou Ren Yuncheng Li Enxu Yan Ning Xu Junsong Yuan

structure mining hidden variable theory pattern recognition circulant matrix artificial intelligence +2 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 21 citations Published 2019-10-01
SVR ensemble-based continuous blood pressure prediction using multi-channel photoplethysmogram. (2019)

Mark Wong Kei Fong E.Y.K Ng Kenneth Er Zi Jian Tan Jen Hong

ensemble learning photoplethysmogram overfitting committee machine support vector machine +6 more

Computers in Biology and Medicine 8 citations Published 2019-10-01
Spatio-Temporal Filter Adaptive Network for Video Deblurring (2019)

Shangchen Zhou Jiawei Zhang Jinshan Pan Wangmeng Zuo Haozhe Xie Jimmy Ren

deblurring image restoration optical flow feature extraction computer vision +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 21 citations Published 2019-10-01
SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning (2019)

Yujin Chen Zhigang Tu Liuhao Ge Dejun Zhang Ruizhi Chen Junsong Yuan

pose autoencoder semi supervised learning convolutional neural network feature extraction +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 11 citations Published 2019-10-01
Smart robotic mobile fulfillment system with dynamic conflict-free strategies considering cyber-physical integration (2019)

Carman K. M. Lee Bingbing Lin K. K. H. Ng K. K. H. Ng Yaqiong Lv W. C. Tai W. C. Tai

mobile robot cyber physical system system model robotics automation +6 more

Advanced Engineering Informatics 8 citations Published 2019-10-01
Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds (2019)

Haiyong Jiang Jianfei Cai Jianmin Zheng

point cloud feature extraction iterative reconstruction deep learning pattern recognition +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 9 citations Published 2019-10-01
Semi-Supervised Eye Makeup Transfer by Swapping Learned Representation (2019)

Feida Zhu Hongji Cao Zunlei Feng Yongqiang Zhang Wenbin Luo Hucheng Zhou Mingli Song Kai-Kuang Ma

autoencoder iterative reconstruction pattern recognition paired data decoding methods +6 more

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) Published 2019-10-01
Semantically Consistent Hierarchical Text to Fashion Image Synthesis with an Enhanced-Attentional Generative Adversarial Network (2019)

Kenan Emir Ak Joo Hwee Lim Jo Yew Tham Ashraf Kassim

feature extraction similarity learning feature sentence natural language +6 more

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) 11 citations Published 2019-10-01
Robust Variational Bayesian Point Set Registration (2019)

Jie Zhou Xinke Ma Li Liang Liu Yuhe Shijin Xu Sim-Heng Ong Yang Yang

point set registration bayesian network mixture model latent variable prior probability +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) Published 2019-10-01

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VIMCO: variational inference for multiple correlated outcomes in genome-wide association studies (2019)

Vectorization Based Color Transfer for Portrait Images (2019)

Utilizing Subject-Specific Discriminative EEG Features for Classification of Motor Imagery Directions (2019)

Unsupervised dense Light Field reconstruction with occlusion awareness (2019)

Universal deep learning representation of effective refractive index for photonics channel waveguides (2019)

Tumour Detection using Convolutional Neural Network on a Lightweight Multi-Core Device (2019)

Trajectory Planning for Improving Vision-Based Target Geolocation Performance Using a Quad-Rotor UAV (2019)

Time series classification using a modified LSTM approach from accelerometer-based data: A comparative study for gait cycle detection. (2019)

The maximum points-based supervised learning rule for spiking neural networks (2019)

The 2019 WACEM Expert Document on Hybrid Simulation for Transforming Health-care Simulation Through "Mixing and Matching". (2019)

Texture Discrimination using a Flexible Tactile Sensor Array on a Soft Biomimetic Finger (2019)

Temporal Structure Mining for Weakly Supervised Action Detection (2019)

SVR ensemble-based continuous blood pressure prediction using multi-channel photoplethysmogram. (2019)

Spatio-Temporal Filter Adaptive Network for Video Deblurring (2019)

SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning (2019)

Smart robotic mobile fulfillment system with dynamic conflict-free strategies considering cyber-physical integration (2019)

Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds (2019)

Semi-Supervised Eye Makeup Transfer by Swapping Learned Representation (2019)

Semantically Consistent Hierarchical Text to Fashion Image Synthesis with an Enhanced-Attentional Generative Adversarial Network (2019)

Robust Variational Bayesian Point Set Registration (2019)