Publications - Machine Learning SG

Discriminative BoW Framework for Mobile Landmark Recognition (2014)

Tao Chen Kim-Hui Yap

discriminative model landmark support vector machine vector quantization pattern recognition +6 more

IEEE Transactions on Systems, Man, and Cybernetics 28 citations Published 2014-05-01
An Experimental Investigation of the Effectiveness of Empathic Experience Design for Innovative Concept Generation (2014)

Daniel G. Johnson Nicole Genco Matthew N. Saunders Paul Williams Carolyn Conner Seepersad Katja Hölttä-Otto

empathic design design engineer conceptual design population empathy +6 more

Journal of Mechanical Design 26 citations Published 2014-05-01
A Spatiotemporal-Based Scheme for Efficient Registration-Based Segmentation of Thoracic 4-D MRI (2014)

Y. Yang E. Van Reeth C. L. Poh C. H. Tan I. W. K. Tham

image segmentation segmentation data segment visualization computer vision +6 more

IEEE Journal of Biomedical and Health Informatics 11 citations Published 2014-05-01
A 3D undulatory locomotion model inspired by C. elegans through DNN approach (2014)

Xin Deng Xin Deng Jian-Xin Xu

backward locomotion undulatory locomotion central pattern generator horizontal plane vertical plane +6 more

Neurocomputing 11 citations Published 2014-05-01
Learning Structural Regularity for Evaluating Blocking Artifacts in JPEG Images (2014)

Leida Li Weisi Lin Hancheng Zhu

image quality jpeg standard test image image gradient feature detection +7 more

IEEE Signal Processing Letters 36 citations Published 2014-04-29
Toward Large-Population Face Identification in Unconstrained Videos (2014)

Luoqi Liu Li Zhang Hairong Liu Shuicheng Yan

sparse approximation speedup scalability inference machine learning +5 more

IEEE Transactions on Circuits and Systems for Video Technology 30 citations Published 2014-04-25
Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications (2014)

Mohammad Abu Alsheikh Shaowei Lin Dusit Niyato Hwee-Pink Tan

key distribution in wireless sensor networks wireless sensor network cluster analysis statistical classification algorithm design +9 more

IEEE Communications Surveys and Tutorials 637 citations Published 2014-04-24
Co-Learned Multi-View Spectral Clustering for Face Recognition Based on Image Sets (2014)

Likun Huang Jiwen Lu Yap-Peng Tan

cluster analysis consensus clustering correlation clustering spectral clustering conceptual clustering +6 more

IEEE Signal Processing Letters 17 citations Published 2014-04-24
Visual Object Tracking Based on Backward Model Validation (2014)

Yuan Yuan Sabu Emmanuel Yuming Fang Weisi Lin

active appearance model video tracking feature extraction eye tracking pattern recognition +6 more

IEEE Transactions on Circuits and Systems for Video Technology 16 citations Published 2014-04-23
Human cognition inspired particle swarm optimization algorithm (2014)

Muhammad Rizwan Tanweer Suresh Sundaram

multi swarm optimization particle swarm optimization metaheuristic cognition social cognition +6 more

2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) 17 citations Published 2014-04-21
CIMLoc: A crowdsourcing indoor digital map construction system for localization (2014)

Xiuming Zhang Yunye Jin Hwee-Xian Tan Wee-Seng Soh

digital mapping crowdsourcing mobile device crowdsource computer vision +6 more

2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) 31 citations Published 2014-04-21
AdDetect: Automated detection of Android ad libraries using semantic analysis (2014)

Annamalai Narayanan Lihui Chen Chee Keong Chan

android adware obfuscation semantics feature vector +6 more

2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) 33 citations Published 2014-04-21
Object Tracking With Only Background Cues (2014)

Annan Li Shuicheng Yan

video tracking computer vision deep sky object computer science artificial intelligence

IEEE Transactions on Circuits and Systems for Video Technology 15 citations Published 2014-04-17
Artifact characterization and removal for in vivo neural recording (2014)

Kafiul Islam Amir Rastegarnia Anh Tuan Nguyen Zhi Yang

stationary wavelet transform wavelet transform signal processing distortion brain computer interface +5 more

Journal of Neuroscience Methods 26 citations Published 2014-04-15
Automatic localization of the left ventricle from cardiac cine magnetic resonance imaging: a new spectrum-based computer-aided tool. (2014)

Liang Zhong Jun-Mei Zhang Xiaodan Zhao Ru San Tan Min Wan

image processing cardiac ventricle segmentation cardiac magnetic resonance imaging computer aided +7 more

PLOS ONE 14 citations Published 2014-04-10
Mathematical modelling of burr height of the drilling process using a statistical-based multi-gene genetic programming approach (2014)

A. Garg K. Tai V. Vijayaraghavan Pravin M. Singru

genetic programming parametric statistics overfitting computational intelligence robustness +6 more

The International Journal of Advanced Manufacturing Technology 33 citations Published 2014-04-09
Separation of Graphics (Superimposed) and Scene Text in Video Frames (2014)

P. Shivakumara N.V. Kumar D.S. Guru C.L. Tan

sobel operator edge detection computer graphics graphics medial axis +7 more

2014 11th IAPR International Workshop on Document Analysis Systems 12 citations Published 2014-04-07
Coherency Based Spatio-Temporal Saliency Detection for Video Object Segmentation (2014)

Dwarikanath Mahapatra Syed Omer Gilani Mukesh Kumar Saini

salience segmentation salient retargeting computer vision +6 more

IEEE Journal of Selected Topics in Signal Processing 29 citations Published 2014-04-07
Retrieval and classification on textured 3D models (2014)

S. Biasotti A. Cerri M. Abdelrahman M. Aono A. Ben Hamza M. El-Melegy A. Farag V. Garro A. Giachetti D. Giorgi A. Godil C. Li Y.-J. Liu H. Y. Martono C. Sanada A. Tatsuma S. Velasco-Forero C.-X. Xu

visual word geometric shape shape analysis rgb color model pattern recognition +6 more

Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval 11 citations Published 2014-04-06
Dependency-Based Semantic Parsing for Concept-Level Text Analysis (2014)

Soujanya Poria Basant Agarwal Alexander Gelbukh Amir Hussain Newton Howard

text graph bottom up parsing noisy text analytics parsing sentiment analysis +7 more

CICLing 2014 Proceedings of the 15th International Conference on Computational Linguistics and Intelligent Text Processing - Volume 8403 72 citations Published 2014-04-06

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Discriminative BoW Framework for Mobile Landmark Recognition (2014)

An Experimental Investigation of the Effectiveness of Empathic Experience Design for Innovative Concept Generation (2014)

A Spatiotemporal-Based Scheme for Efficient Registration-Based Segmentation of Thoracic 4-D MRI (2014)

A 3D undulatory locomotion model inspired by C. elegans through DNN approach (2014)

Learning Structural Regularity for Evaluating Blocking Artifacts in JPEG Images (2014)

Toward Large-Population Face Identification in Unconstrained Videos (2014)

Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications (2014)

Co-Learned Multi-View Spectral Clustering for Face Recognition Based on Image Sets (2014)

Visual Object Tracking Based on Backward Model Validation (2014)

Human cognition inspired particle swarm optimization algorithm (2014)

CIMLoc: A crowdsourcing indoor digital map construction system for localization (2014)

AdDetect: Automated detection of Android ad libraries using semantic analysis (2014)

Object Tracking With Only Background Cues (2014)

Artifact characterization and removal for in vivo neural recording (2014)

Automatic localization of the left ventricle from cardiac cine magnetic resonance imaging: a new spectrum-based computer-aided tool. (2014)

Mathematical modelling of burr height of the drilling process using a statistical-based multi-gene genetic programming approach (2014)

Separation of Graphics (Superimposed) and Scene Text in Video Frames (2014)

Coherency Based Spatio-Temporal Saliency Detection for Video Object Segmentation (2014)

Retrieval and classification on textured 3D models (2014)

Dependency-Based Semantic Parsing for Concept-Level Text Analysis (2014)