Publications - Machine Learning SG

Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval (2016)

Xiaodan Liang Liang Lin Wei Yang Ping Luo Junshi Huang Shuicheng Yan

image segmentation cut segmentation clothing graphical model +7 more

IEEE Transactions on Multimedia 109 citations Published 2016-03-16
IRIS: Tapping wearable sensing to capture in-store retail insights on shoppers (2016)

Meera Radhakrishnan Sharanya Eswaran Archan Misra Deepthi Chander Koustuv Dasgupta

iris recognition smartwatch feature extraction segmentation change detection +7 more

2016 IEEE International Conference on Pervasive Computing and Communications (PerCom) 20 citations Published 2016-03-14
Surface defect classification in large-scale strip steel image collection via hybrid chromosome genetic algorithm (2016)

Huijun Hu Ya Liu Maofu Liu Liqiang Nie

support vector machine grayscale strip steel genetic algorithm kernel +7 more

Neurocomputing 33 citations Published 2016-03-12
From action to activity (2016)

Ye Liu Liqiang Nie Li Liu David S. Rosenblum

activity recognition pattern recognition machine learning computer science action recognition +4 more

Neurocomputing 583 citations Published 2016-03-12
Evolutionary Multitasking: A Computer Science View of Cognitive Multitasking (2016)

Yew-Soon Ong Abhishek Gupta

human multitasking population evolutionary algorithm intelligent decision support system human computer interaction +7 more

Cognitive Computation 105 citations Published 2016-03-12
Epileptiform spike detection via convolutional neural networks (2016)

Alexander Rosenberg Johansen Jing Jin Tomasz Maszczyk Justin Dauwels Sydney S. Cash M. Brandon Westover

convolutional neural network deep learning support vector machine sigmoid function electroencephalography +6 more

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 58 citations Published 2016-03-12
An interval type-2 fuzzy inference system and its meta-cognitive learning algorithm (2016)

A. K. Das Nguyen Anh Sundaram Suresh Narasimalu Srikanth

adaptive neuro fuzzy inference system population based incremental learning wake sleep algorithm stability online machine learning +7 more

Evolving Systems 12 citations Published 2016-03-11
Exploring Context with Deep Structured models for Semantic Segmentation (2016)

Guosheng Lin Chunhua Shen Anton van den Hengel Ian Reid

conditional random field convolutional neural network segmentation crfs inference +6 more

arXiv preprint arXiv:1603.03183 18 citations Published 2016-03-10
A Survey on Applications of Model-Free Strategy Learning in Cognitive Wireless Networks (2016)

Wenbo Wang Andres Kwasinski Dusit Niyato Zhu Han

wireless network cognitive network cognitive model network management network dynamics +6 more

IEEE Communications Surveys and Tutorials 60 citations Published 2016-03-09
Formalizing Human-Robot Mutual Adaptation: A Bounded Memory Model (2016)

Stefanos Nikolaidis Anton Kuznetsov David Hsu Siddhartha Srinivasa

robot memory model human robot interaction bounded function artificial intelligence +5 more

2016 11th ACM/IEEE International Conference on Human-Robot Interaction (HRI) 30 citations Published 2016-03-07
Models of Monocular and Binocular Visual Perception in Quality Assessment of Stereoscopic Images (2016)

Feng Shao Weisi Lin Gangyi Jiang Qionghai Dai

stereoscopy monocular visual perception image quality digital image processing +6 more

IEEE Transactions on Computational Imaging 21 citations Published 2016-03-04
No-Reference Quality Assessment for Multiply-Distorted Images in Gradient Domain (2016)

Qiaohong Li Weisi Lin Yuming Fang

image quality local binary patterns feature detection feature extraction histogram +7 more

IEEE Signal Processing Letters 118 citations Published 2016-03-02
Clothing Cosegmentation for Shopping Images With Cluttered Background (2016)

Bo Zhao Xiao Wu Qiang Peng Shuicheng Yan

image segmentation object detection clothing segmentation cut +6 more

IEEE Transactions on Multimedia 21 citations Published 2016-03-02
Vision-aided Estimation of Attitude, Velocity, and Inertial Measurement Bias for UAV Stabilization (2016)

Shiyu Zhao Feng Lin Kemao Peng Xiangxu Dong Ben M. Chen Tong H. Lee

navigation system inertial navigation system mobile robot navigation dead reckoning wind triangle +6 more

Journal of Intelligent and Robotic Systems 19 citations Published 2016-03-01
Real-time EEG-based emotion monitoring using stable features (2016)

Zirui Lan Olga Sourina Lipo Wang Yisi Liu

electroencephalography computer graphics avatar speech recognition affect +3 more

The Visual Computer 120 citations Published 2016-03-01
Privacy-Preserving Patient-Centric Clinical Decision Support System on Naïve Bayesian Classification (2016)

Ximeng Liu Rongxing Lu Jianfeng Ma Le Chen Baodong Qin

decision support system clinical decision support system naive bayes classifier information security encryption +7 more

IEEE Journal of Biomedical and Health Informatics 176 citations Published 2016-03-01
Photoplethysmography Revisited: From Contact to Noncontact, From Point to Imaging (2016)

Yu Sun Nitish Thakor

photoplethysmogram computer vision medicine artificial intelligence clinical imaging +2 more

IEEE Transactions on Biomedical Engineering 315 citations Published 2016-03-01
Multilingual scene character recognition with co-occurrence of histogram of oriented gradients (2016)

Shangxuan Tian Ujjwal Bhattacharya Shijian Lu Bolan Su Qingqing Wang Xiaohua Wei Yue Lu Chew Lim Tan

histogram of oriented gradients histogram bengali pixel dimensionality reduction +7 more

Pattern Recognition 93 citations Published 2016-03-01
Localized Multifeature Metric Learning for Image-Set-Based Face Recognition (2016)

Jiwen Lu Gang Wang Pierre Moulin

three dimensional face recognition face detection facial recognition system feature extraction multikernel +7 more

IEEE Transactions on Circuits and Systems for Video Technology 54 citations Published 2016-03-01
Learning Receptive Fields and Quality Lookups for Blind Quality Assessment of Stereoscopic Images (2016)

Feng Shao Weisi Lin Shanshan Wang Gangyi Jiang Mei Yu Qionghai Dai

quality score visualization stereoscopy computer vision pooling +6 more

IEEE Transactions on Systems, Man, and Cybernetics 28 citations Published 2016-03-01

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Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval (2016)

IRIS: Tapping wearable sensing to capture in-store retail insights on shoppers (2016)

Surface defect classification in large-scale strip steel image collection via hybrid chromosome genetic algorithm (2016)

From action to activity (2016)

Evolutionary Multitasking: A Computer Science View of Cognitive Multitasking (2016)

Epileptiform spike detection via convolutional neural networks (2016)

An interval type-2 fuzzy inference system and its meta-cognitive learning algorithm (2016)

Exploring Context with Deep Structured models for Semantic Segmentation (2016)

A Survey on Applications of Model-Free Strategy Learning in Cognitive Wireless Networks (2016)

Formalizing Human-Robot Mutual Adaptation: A Bounded Memory Model (2016)

Models of Monocular and Binocular Visual Perception in Quality Assessment of Stereoscopic Images (2016)

No-Reference Quality Assessment for Multiply-Distorted Images in Gradient Domain (2016)

Clothing Cosegmentation for Shopping Images With Cluttered Background (2016)

Vision-aided Estimation of Attitude, Velocity, and Inertial Measurement Bias for UAV Stabilization (2016)

Real-time EEG-based emotion monitoring using stable features (2016)

Privacy-Preserving Patient-Centric Clinical Decision Support System on Naïve Bayesian Classification (2016)

Photoplethysmography Revisited: From Contact to Noncontact, From Point to Imaging (2016)

Multilingual scene character recognition with co-occurrence of histogram of oriented gradients (2016)

Localized Multifeature Metric Learning for Image-Set-Based Face Recognition (2016)

Learning Receptive Fields and Quality Lookups for Blind Quality Assessment of Stereoscopic Images (2016)