Publications - Machine Learning SG

A Global Linear Method for Camera Pose Registration (2013)

Nianjuan Jiang Zhaopeng Cui Ping Tan

trifocal tensor bundle adjustment pose image registration triangulation +6 more

2013 IEEE International Conference on Computer Vision 132 citations Published 2013-12-01
A Deformable Mixture Parsing Model with Parselets (2013)

Jian Dong Qiang Chen Wei Xia Zhongyang Huang Shuicheng Yan

parsing graph theory pose image segmentation machine learning +6 more

2013 IEEE International Conference on Computer Vision 86 citations Published 2013-12-01
A 6R linkage reconfigurable between the line-symmetric Bricard linkage and the Bennett linkage (2013)

Chaoyang Song Yan Chen I-Ming Chen

linkage bifurcation control reconfiguration topology artificial intelligence +2 more

Mechanism and Machine Theory 21 citations Published 2013-12-01
Common Sense Knowledge Based Personality Recognition from Text (2013)

Soujanya Poria Soujanya Poria Alexander F. Gelbukh Alexander F. Gelbukh Basant Agarwal Erik Cambria Newton Howard

sentiment analysis personality commonsense knowledge big five personality traits emotive +6 more

Mexican International Conference on Artificial Intelligence 89 citations Published 2013-11-24
SocialWeaver: collaborative inference of human conversation networks using smartphones (2013)

Chengwen Luo Mun Choon Chan

conversation cluster analysis partially observable markov decision process machine learning inference +7 more

Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems 38 citations Published 2013-11-11
A scalable approach for malware detection through bounded feature space behavior modeling (2013)

Mahinthan Chandramohan Hee Beng Kuan Tan Lionel C. Briand Lwin Khin Shar Bindu Madhavi Padmanabhuni

malware feature vector scalability computational complexity theory software +5 more

Proceedings of the 28th IEEE/ACM International Conference on Automated Software Engineering 16 citations Published 2013-11-11
A color-guided, region-adaptive and depth-selective unified framework for Kinect depth recovery (2013)

Chongyu Chen Jianfei Cai Jianmin Zheng Tat-Jen Cham Guangming Shi

kernel filter bilateral filter regularization computer vision +7 more

2013 IEEE 15th International Workshop on Multimedia Signal Processing (MMSP) 17 citations Published 2013-11-11
The diminishing role of hubs in dynamical processes on complex networks (2013)

Rick Quax Andrea Apolloni Peter M. A. Sloot Peter M. A. Sloot

interaction network complex network degree distribution system dynamics system of measurement +6 more

Journal of the Royal Society Interface 31 citations Published 2013-11-06
Precise-Spike-Driven Synaptic Plasticity: Learning Hetero-Association of Spatiotemporal Spike Patterns (2013)

Qiang Yu Huajin Tang Huajin Tang Kay Chen Tan Haizhou Li Haizhou Li

spike train learning rule biological neuron model supervised learning long term synaptic depression +6 more

PLOS ONE 130 citations Published 2013-11-05
Introduction to the research topic meaning in mind: semantic richness effects in language processing. (2013)

Penny M. Pexman Paul D. Siakaluk Melvin J. Yap

semantic property semantic search social semantic web semantic integration semantic memory +7 more

Frontiers in Human Neuroscience 21 citations Published 2013-11-05
HMM-Based Multi Oriented Text Recognition in Natural Scene Image (2013)

Sangheeta Roy Partha Pratim Roy Palaiahnakote Shivakumara Georgios Louloudis Chew Lim Tan Umapada Pal

feature extraction hidden markov model sliding window protocol histogram word recognition +7 more

2013 2nd IAPR Asian Conference on Pattern Recognition 17 citations Published 2013-11-05
Weighted Color and Texture Sample Selection for Image Matting (2013)

Ehsan Shahrian Varnousfaderani Deepu Rajan

color histogram color image color balance color quantization image texture +7 more

IEEE Transactions on Image Processing 32 citations Published 2013-11-01
UpSizeR: Synthetically scaling an empirical relational database (2013)

Y. C. Tay Bing Tian Dai Daniel T. Wang Eldora Y. Sun Yong Lin Yuting Lin

relational database scalability testing scalability foreign key replicate +7 more

Information Systems 18 citations Published 2013-11-01
Splicing detection in out-of-focus blurred images (2013)

Khosro Bahrami Alex C. Kot Jiayuan Fan

image restoration gaussian blur image segmentation segmentation computer vision +5 more

2013 IEEE International Workshop on Information Forensics and Security (WIFS) 16 citations Published 2013-11-01
Separable and non-separable discrete wavelet transform based texture features and image classification of breast thermograms (2013)

Mahnaz Etehadtavakol E.Y.K. Ng Vinod Chandran Hossien Rabbani

discrete wavelet transform wavelet transform wavelet contextual image classification principal component analysis +6 more

Infrared Physics & Technology 61 citations Published 2013-11-01
Robust partial face recognition using instance-to-class distance (2013)

Junlin Hu Jiwen Lu Yap-Peng Tan

three dimensional face recognition face detection object class detection face hallucination 3d single object recognition +7 more

2013 Visual Communications and Image Processing (VCIP) 11 citations Published 2013-11-01
Reduced-Reference Image Quality Assessment With Visual Information Fidelity (2013)

Jinjian Wu Weisi Lin Guangming Shi Anmin Liu

human visual system model image quality image processing perception fidelity +6 more

IEEE Transactions on Multimedia 139 citations Published 2013-11-01
Online sequential ELM based transfer learning for transportation mode recognition (2013)

Zhenyu Chen Shuangquan Wang Zhiqi Shen Yiqiang Chen Zhongtang Zhao

extreme learning machine transfer of learning classifier mobile phone machine learning +6 more

2013 IEEE Conference on Cybernetics and Intelligent Systems (CIS) 27 citations Published 2013-11-01
Multi-class learning from class proportions (2013)

Zilei Wang Jiashi Feng

augmented lagrangian method multiclass classification classifier inference machine learning +6 more

Neurocomputing 13 citations Published 2013-11-01
Motion planning using cooperative perception on urban road (2013)

W. Liu S. W. Kim Z. J. Chong X. T. Shen M. H. Ang

motion planning transmission delay operations research perception mobile robot +7 more

2013 6th IEEE Conference on Robotics, Automation and Mechatronics (RAM) 14 citations Published 2013-11-01

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A Global Linear Method for Camera Pose Registration (2013)

A Deformable Mixture Parsing Model with Parselets (2013)

A 6R linkage reconfigurable between the line-symmetric Bricard linkage and the Bennett linkage (2013)

Common Sense Knowledge Based Personality Recognition from Text (2013)

SocialWeaver: collaborative inference of human conversation networks using smartphones (2013)

A scalable approach for malware detection through bounded feature space behavior modeling (2013)

A color-guided, region-adaptive and depth-selective unified framework for Kinect depth recovery (2013)

The diminishing role of hubs in dynamical processes on complex networks (2013)

Precise-Spike-Driven Synaptic Plasticity: Learning Hetero-Association of Spatiotemporal Spike Patterns (2013)

Introduction to the research topic meaning in mind: semantic richness effects in language processing. (2013)

HMM-Based Multi Oriented Text Recognition in Natural Scene Image (2013)

Weighted Color and Texture Sample Selection for Image Matting (2013)

UpSizeR: Synthetically scaling an empirical relational database (2013)

Splicing detection in out-of-focus blurred images (2013)

Separable and non-separable discrete wavelet transform based texture features and image classification of breast thermograms (2013)

Robust partial face recognition using instance-to-class distance (2013)

Reduced-Reference Image Quality Assessment With Visual Information Fidelity (2013)

Online sequential ELM based transfer learning for transportation mode recognition (2013)

Multi-class learning from class proportions (2013)

Motion planning using cooperative perception on urban road (2013)