Publications - Machine Learning SG

Sample Fusion Network: An End-to-End Data Augmentation Network for Skeleton-Based Human Action Recognition (2019)

Fanyang Meng Hong Liu Yongsheng Liang Juanhui Tu Mengyuan Liu

autoencoder deep learning artificial neural network end to end principle pattern recognition +6 more

IEEE Transactions on Image Processing 6 citations Published 2019-05-02
Detection of epileptic seizure employing a novel set of features extracted from multifractal spectrum of electroencephalogram signals (2019)

Rohit Bose Sawon Pratiher Soumya Chatterjee

multifractal system feature vector electroencephalography support vector machine feature extraction +6 more

Iet Signal Processing 6 citations Published 2019-05-02
Byte.it: Discreet Teeth Gestures for Mobile Device Interaction (2019)

Tomás Vega Gálvez Shardul Sapkota Alexandru Dancu Pattie Maes

wearable computer gyroscope accelerometer byte mobile device +5 more

Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems 1 citations Published 2019-05-02
Word and Class Common Space Embedding for Code-switch Language Modelling (2019)

Grandee Lee Haizhou Li

word embedding language model lexicon embedding rule based machine translation +6 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 citations Published 2019-05-01
Which Has Better Visual Quality: The Clear Blue Sky or a Blurry Animal? (2019)

Dingquan Li Tingting Jiang Weisi Lin Ming Jiang

gaussian blur image quality feature extraction contextual image classification semantic feature +6 more

IEEE Transactions on Multimedia 10 citations Published 2019-05-01
Vision-Based Leader–Follower Formation Control of Multiagents With Visibility Constraints (2019)

Xiaomei Liu Shuzhi Sam Ge Cher-Hiang Goh

visibility control system visualization computer vision computer science +6 more

IEEE Transactions on Control Systems and Technology 10 citations Published 2019-05-01
The contribution of color information to rapid face categorization in natural scenes. (2019)

Charles C.-F. Or Charles C.-F. Or Talia L. Retter Talia L. Retter Bruno Rossion Bruno Rossion

color vision grayscale categorization electroencephalography stimulus +6 more

Journal of Vision 4 citations Published 2019-05-01
Study of Smart Condition Monitoring using Deep Neural Networks with Dropouts and Cross-Validation (2019)

Hwee Fang Cindy Tan Wai Lok Woo Anurag Sharma T. Logenthiran D. S. Kumar

condition monitoring computational intelligence predictive maintenance artificial neural network python +6 more

2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia) Published 2019-05-01
SS-HCNN: Semi-Supervised Hierarchical Convolutional Neural Network for Image Classification (2019)

Tao Chen Shijian Lu Jiayuan Fan

deep learning convolutional neural network automatic image annotation cluster analysis contextual image classification +6 more

IEEE Transactions on Image Processing 8 citations Published 2019-05-01
Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition (2019)

Zhigang Tu Wei Xie Justin Dauwels Baoxin Li Junsong Yuan

convolutional neural network object detection feature extraction salience network architecture +6 more

IEEE Transactions on Circuits and Systems for Video Technology 22 citations Published 2019-05-01
Robust Super-resolution Using Multiple Bases and 3D Filtering (2019)

Naushad Ansari Lin Weisi

impulse noise iterative reconstruction filter optimization problem detector +4 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Published 2019-05-01
Recurrent Shape Regression (2019)

Zhen Cui Shengtao Xiao Zhiheng Niu Shuicheng Yan Wenming Zheng

regression analysis recurrent neural network artificial neural network feature learning regression +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 6 citations Published 2019-05-01
Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings (2019)

Brian Premchand Kyaw Kyar Toe Chuan Chu Wang Camilo Libedinsky Kai Keng Ang Rosa Q. So

multielectrode array electrophysiology neurophysiology brain computer interface rendering +6 more

2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) 1 citations Published 2019-05-01
Protein–Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine (2019)

Haijun Lei Yuting Wen Zhuhong You Ahmed Elazab Ee-Leng Tan Yujia Zhao Baiying Lei

extreme learning machine deep learning feature extraction encoding polynomial +6 more

IEEE Journal of Biomedical and Health Informatics 7 citations Published 2019-05-01
Probabilistic Reasoning for Unique Role Recognition Based on the Fusion of Semantic-Interaction and Spatio-Temporal Features (2019)

Chule Yang Yufeng Yue Jun Zhang Mingxing Wen Danwei Wang

probabilistic logic inference human action cycle robustness semantics +6 more

IEEE Transactions on Multimedia Published 2019-05-01
PA-Fuse: deep supervised approach for the fusion of photoacoustic images with distinct reconstruction characteristics (2019)

Navchetan Awasthi K. Ram Prabhakar Sandeep Kumar Kalva Manojit Pramanik R. Venkatesh Babu Phaneendra K. Yalavarthy

signal to noise ratio image quality convolutional neural network inverse problem blind deconvolution +6 more

Biomedical Optics Express 10 citations Published 2019-05-01
Object Detection in a Maritime Environment: Performance Evaluation of Background Subtraction Methods (2019)

Dilip K. Prasad Chandrashekar Krishna Prasath Deepu Rajan Lily Rachmawati Eshan Rajabally Chai Quek

background subtraction object detection benchmark computer vision spurious relationship +5 more

IEEE Transactions on Intelligent Transportation Systems 9 citations Published 2019-05-01
Novel modification of reconstruction algorithm for better image quality of post PRRT and post SIRT 90-Yttrium PET scan (2019)

Gabriel Lim Lenith Cheng Xuexian Yan

image quality reconstruction algorithm computer vision computer science 90 yttrium +1 more

The Journal of Nuclear Medicine Published 2019-05-01
Novel Effective Connectivity Inference Using Ultra-Group Constrained Orthogonal Forward Regression and Elastic Multilayer Perceptron Classifier for MCI Identification (2019)

Yang Li Hao Yang Baiying Lei Jingyu Liu Chong-Yaw Wee

statistical classification network analysis feature extraction inference pattern recognition +6 more

IEEE Transactions on Medical Imaging 13 citations Published 2019-05-01
Multitask Person Re-Identification using Homoscedastic Uncertainty Learning (2019)

Chiat-Pin Tay Sharmili Roy Kim-Hui Yap

task analysis deep learning artificial neural network hyperparameter optimization heuristic +6 more

2019 IEEE International Symposium on Circuits and Systems (ISCAS) Published 2019-05-01

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Sample Fusion Network: An End-to-End Data Augmentation Network for Skeleton-Based Human Action Recognition (2019)

Detection of epileptic seizure employing a novel set of features extracted from multifractal spectrum of electroencephalogram signals (2019)

Byte.it: Discreet Teeth Gestures for Mobile Device Interaction (2019)

Word and Class Common Space Embedding for Code-switch Language Modelling (2019)

Which Has Better Visual Quality: The Clear Blue Sky or a Blurry Animal? (2019)

Vision-Based Leader–Follower Formation Control of Multiagents With Visibility Constraints (2019)

The contribution of color information to rapid face categorization in natural scenes. (2019)

Study of Smart Condition Monitoring using Deep Neural Networks with Dropouts and Cross-Validation (2019)

SS-HCNN: Semi-Supervised Hierarchical Convolutional Neural Network for Image Classification (2019)

Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition (2019)

Robust Super-resolution Using Multiple Bases and 3D Filtering (2019)

Recurrent Shape Regression (2019)

Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings (2019)

Protein–Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine (2019)

Probabilistic Reasoning for Unique Role Recognition Based on the Fusion of Semantic-Interaction and Spatio-Temporal Features (2019)

PA-Fuse: deep supervised approach for the fusion of photoacoustic images with distinct reconstruction characteristics (2019)

Object Detection in a Maritime Environment: Performance Evaluation of Background Subtraction Methods (2019)

Novel modification of reconstruction algorithm for better image quality of post PRRT and post SIRT 90-Yttrium PET scan (2019)

Novel Effective Connectivity Inference Using Ultra-Group Constrained Orthogonal Forward Regression and Elastic Multilayer Perceptron Classifier for MCI Identification (2019)

Multitask Person Re-Identification using Homoscedastic Uncertainty Learning (2019)