Publications - Machine Learning SG

Evaluating noise filtering for event-based asynchronous change detection image sensors (2016)

Daniel Czech Garrick Orchard

median filter noise measurement gaussian noise image noise filter +6 more

2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob) 17 citations Published 2016-06-26
Forward Velocity Extraction From UAV Raw SAR Data Based on Adaptive Notch Filtering (2016)

Song Zhou Lei Yang Lifan Zhao Guoan Bi

synthetic aperture radar acceleration filter doppler effect azimuth +6 more

IEEE Geoscience and Remote Sensing Letters 12 citations Published 2016-06-24
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs (2016)

Liuhao Ge Hui Liang Junsong Yuan Daniel Thalmann

articulated body pose estimation 3d pose estimation pose discriminative model computer vision +6 more

arXiv preprint arXiv:1606.07253 46 citations Published 2016-06-23
Learning-based power prediction for data centre operations via deep neural networks (2016)

Yuanlong Li Han Hu Yonggang Wen Jun Zhang

autoencoder deep learning data center profiling data mining +7 more

Proceedings of the 5th International Workshop on Energy Efficient Data Centres 21 citations Published 2016-06-21
Efficient Leave-One-Out Cross-Validation-based Regularized Extreme Learning Machine (2016)

Zhifei Shao Meng Joo Er

extreme learning machine support vector machine model selection computational complexity theory cross validation +6 more

Neurocomputing 15 citations Published 2016-06-19
A distributed variational inference framework for unifying parallel sparse Gaussian process regression models (2016)

Trong Nghia Hoang Quang Minh Hoang Bryan Kian Hsiang Low

variational message passing markov chain covariance function gaussian hyperparameter +7 more

ICML'16 Proceedings of the 33rd International Conference on International Conference on Machine Learning - Volume 48 29 citations Published 2016-06-19
A Probabilistic Framework for Real-time 3D Segmentation using Spatial, Temporal, and Semantic Cues. (2016)

David Held Devin Guillory Brice Rebsamen Sebastian Thrun Silvio Savarese

pattern recognition computer science 3d segmentation artificial intelligence probabilistic framework

Robotics: Science and Systems 2016 25 citations Published 2016-06-18
Optimized Bi-Objective EEG Channel Selection and Cross-Subject Generalization With Brain–Computer Interfaces (2016)

Vikram Shenoy Handiru Vinod A. Prasad

fist iterative method dimensionality reduction brain computer interface computational complexity theory +7 more

IEEE Transactions on Human-Machine Systems 24 citations Published 2016-06-16
Semantic Photo Retargeting Under Noisy Image Labels (2016)

Luming Zhang Xuelong Li Liqiang Nie Yan Yan Roger Zimmermann

retargeting semantics support vector machine computer vision statistical model +6 more

ACM Transactions on Multimedia Computing, Communications, and Applications 31 citations Published 2016-06-15
Filtering of Brand-Related Microblogs Using Social-Smooth Multiview Embedding (2016)

Yue Gao Yi Zhen Haojie Li Tat-Seng Chua

social media microblogging data collection discriminative model visualization +6 more

IEEE Transactions on Multimedia 22 citations Published 2016-06-15
End-to-End Comparative Attention Networks for Person Re-identification (2016)

Hao Liu Jiashi Feng Meibin Qi Jianguo Jiang Shuicheng Yan

discriminative model deep learning perception machine learning computer vision +6 more

arXiv preprint arXiv:1606.04404 32 citations Published 2016-06-14
Smartphone Inertial Sensor-Based Indoor Localization and Tracking With iBeacon Corrections (2016)

Zhenghua Chen Qingchang Zhu Yeng Chai Soh

ibeacon dead reckoning tracking system extended kalman filter global positioning system +6 more

IEEE Transactions on Industrial Informatics 119 citations Published 2016-06-09
An Informed Multitask Diffusion Adaptation Approach to Study Tremor in Parkinson's Disease (2016)

Sadaf Monajemi Konstantinos Eftaxias Saeid Sanei Sim-Heng Ong

electroencephalography parkinson s disease gait neuroscience artificial intelligence +3 more

IEEE Journal of Selected Topics in Signal Processing 15 citations Published 2016-06-09
Adobe Boxes: Locating Object Proposals Using Object Adobes (2016)

Zhiwen Fang Zhiguo Cao Yang Xiao Lei Zhu Junsong Yuan

method object detection visualization computer vision bounding overwatch +6 more

IEEE Transactions on Image Processing 19 citations Published 2016-06-09
Surprise responses in the human brain demonstrate statistical learning under high concurrent cognitive demand. (2016)

Marta Isabel Garrido Chee Leong James Teng Jeremy Alexander Taylor Elise Genevieve Rowe Jason Brett Mattingley

cognitive load cognition cognitive resource theory working memory surprise +6 more

npj Science of Learning 19 citations Published 2016-06-08
Sparse Representation-Based Image Quality Index With Adaptive Sub-Dictionaries (2016)

Leida Li Hao Cai Yabin Zhang Weisi Lin Alex C. Kot Xingming Sun

k svd sparse approximation image quality feature detection digital image +7 more

IEEE Transactions on Image Processing 27 citations Published 2016-06-07
Ground-Based Image Analysis: A Tutorial on Machine-Learning Techniques and Applications (2016)

Soumyabrata Dev Bihan Wen Yee Hui Lee Stefan Winkler

image processing image fusion digital image image resolution feature extraction +6 more

IEEE Geoscience and Remote Sensing Magazine 29 citations Published 2016-06-07
USAAR at SemEval-2016 Task 13: Hyponym Endocentricity (2016)

Liling Tan Francis Bond Josef van Genabith

semeval computer science natural language processing artificial intelligence

Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) 14 citations Published 2016-06-01
Two Illuminant Estimation and User Correction Preference (2016)

Dongliang Cheng Abdelrahman Kamel Brian Price Scott Cohen Michael S. Brown

standard illuminant computer vision mathematics artificial intelligence image correction +1 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 15 citations Published 2016-06-01
Taming the uncertainty: budget limited robust crowdsensing through online learning (2016)

Kai Han Chi Zhang Jun Luo

regret crowdsourcing robustness mobile telephony revenue +7 more

IEEE ACM Transactions on Networking 37 citations Published 2016-06-01

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Evaluating noise filtering for event-based asynchronous change detection image sensors (2016)

Forward Velocity Extraction From UAV Raw SAR Data Based on Adaptive Notch Filtering (2016)

Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs (2016)

Learning-based power prediction for data centre operations via deep neural networks (2016)

Efficient Leave-One-Out Cross-Validation-based Regularized Extreme Learning Machine (2016)

A distributed variational inference framework for unifying parallel sparse Gaussian process regression models (2016)

A Probabilistic Framework for Real-time 3D Segmentation using Spatial, Temporal, and Semantic Cues. (2016)

Optimized Bi-Objective EEG Channel Selection and Cross-Subject Generalization With Brain–Computer Interfaces (2016)

Semantic Photo Retargeting Under Noisy Image Labels (2016)

Filtering of Brand-Related Microblogs Using Social-Smooth Multiview Embedding (2016)

End-to-End Comparative Attention Networks for Person Re-identification (2016)

Smartphone Inertial Sensor-Based Indoor Localization and Tracking With iBeacon Corrections (2016)

An Informed Multitask Diffusion Adaptation Approach to Study Tremor in Parkinson's Disease (2016)

Adobe Boxes: Locating Object Proposals Using Object Adobes (2016)

Surprise responses in the human brain demonstrate statistical learning under high concurrent cognitive demand. (2016)

Sparse Representation-Based Image Quality Index With Adaptive Sub-Dictionaries (2016)

Ground-Based Image Analysis: A Tutorial on Machine-Learning Techniques and Applications (2016)

USAAR at SemEval-2016 Task 13: Hyponym Endocentricity (2016)

Two Illuminant Estimation and User Correction Preference (2016)

Taming the uncertainty: budget limited robust crowdsensing through online learning (2016)