Publications - Machine Learning SG

Myocardial segmentation of late gadolinium enhanced MR images by propagation of contours from cine MR images (2011)

Dong Wei Ying Sun Ping Chai Adrian Low Sim Heng Ong

segmentation affine transformation ground truth computer vision gadolinium +6 more

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III 22 citations Published 2011-09-18
Focal biologically inspired feature for glaucoma type classification (2011)

Jun Cheng Dacheng Tao Jiang Liu Damon Wing Kee Wong Beng Hai Lee Mani Baskaran Tien Yin Wong Tin Aung

open angle glaucoma glaucoma optic nerve optometry computer vision +5 more

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III 15 citations Published 2011-09-18
Discriminative segmentation of microscopic cellular images (2011)

Li Cheng Ning Ye Weimiao Yu Andre Cheah

image segmentation discriminative model segmentation computer vision exploit +3 more

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part I 17 citations Published 2011-09-18
Combination of Document Image Binarization Techniques (2011)

Bolan Su Shijian Lu Chew Lim Tan

image segmentation contextual image classification thresholding pixel feature extraction +7 more

2011 International Conference on Document Analysis and Recognition 90 citations Published 2011-09-18
A New Gradient Based Character Segmentation Method for Video Text Recognition (2011)

Palaiahnakote Shivakumara Souvik Bhowmick Bolan Su Chew Lim Tan Umapada Pal

text segmentation image segmentation trecvid cluster analysis segmentation +7 more

2011 International Conference on Document Analysis and Recognition 31 citations Published 2011-09-18
A Gradient Vector Flow-Based Method for Video Character Segmentation (2011)

Trung Quy Phan Palaiahnakote Shivakumara Bolan Su Chew Lim Tan

image segmentation segmentation vector flow pixel grayscale +7 more

2011 International Conference on Document Analysis and Recognition 31 citations Published 2011-09-18
Mixed learning algorithms and features ensemble in hepatotoxicity prediction (2011)

Chin Yee Liew Yen Ching Lim Chun Wei Yap

ensemble forecasting naive bayes classifier support vector machine machine learning data mining +7 more

Journal of Computer-aided Molecular Design 66 citations Published 2011-09-06
Artificial skin ridges enhance local tactile shape discrimination. (2011)

Saba Salehi John-John Cabibihan Shuzhi Sam Ge

tactile sensor artificial neural network curvature support vector machine naive bayes classifier +6 more

Sensors 24 citations Published 2011-09-05
Wavelet frame based surface reconstruction from unorganized points (2011)

Bin Dong Zuowei Shen

wavelet packet decomposition stationary wavelet transform wavelet transform discrete wavelet transform cascade algorithm +6 more

Journal of Computational Physics 16 citations Published 2011-09-01
Using a Knowledge-Based Approach to Remove Blocking Artifacts in Skin Images for Forensic Analysis (2011)

Chaoying Tang Adams Wai-Kin Kong Noah Craft

jpeg data compression feature extraction search engine indexing computer forensics +6 more

IEEE Transactions on Information Forensics and Security 18 citations Published 2011-09-01
The ontologies of complexity and learning about complex systems (2011)

Michael J. Jacobson Manu Kapur Hyo-Jeong So June Lee

learning environment problem based learning hypermedia conceptual change netlogo +5 more

Instructional Science 51 citations Published 2011-09-01
Structure and attribute index for approximate graph matching in large graphs (2011)

Linhong Zhu Wee Keong Ng James Cheng

line graph factor critical graph graph factorization butterfly graph null graph +7 more

Information Systems 24 citations Published 2011-09-01
Single-Sensor Incipient Fault Detection (2011)

L. Ren Z. Y. Xu X. Q. Yan

wavelet transform fault detection and isolation kernel principal component analysis noise measurement feature extraction +6 more

IEEE Sensors Journal 26 citations Published 2011-09-01
Robust Automatic Rodent Brain Extraction Using 3-D Pulse-Coupled Neural Networks (PCNN) (2011)

Nigel Chou Jiarong Wu Jordan Bai Bingren Anqi Qiu Kai-Hsiang Chuang

artificial neural network partial volume preprocessor segmentation computer vision +6 more

IEEE Transactions on Image Processing 83 citations Published 2011-09-01
Robotic device for use in image-guided robot assisted surgical training (2011)

Tao Yang Liangjing Yang Jiang Liu Chee Kong Chui Weimin Huang Jing Zhang Jiayin Zhou Beng Hai Lee Ngan Meng Tan Wing Kee Damon Wong Fengshou Yin Kin Yong Chang Yi Su

rotation around a fixed axis aircraft principal axes robot spatial reference system computer vision +5 more

37 citations Published 2011-09-01
Predictive opportunistic spectrum access using learning based hidden Markov models (2011)

Hamed Ahmadi Yong Huat Chew Pak Kay Tang Yogesh A. Nijsure

hidden markov model channel spread spectrum machine learning computer science +3 more

2011 IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communications 14 citations Published 2011-09-01
Multilingual sentence categorization and novelty mining (2011)

Yi Zhang Flora S. Tsai Agus Trisnajaya Kwee

novelty categorization sentence text mining information needs +6 more

Information Processing and Management 19 citations Published 2011-09-01
Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions (2011)

Ying Wang Dacheng Tao Xinbo Gao Xuelong Li Bin Wang

active contour model level set method level set embedding texture mapping +6 more

Pattern Recognition 29 citations Published 2011-09-01
Face recognition based on extreme learning machine (2011)

Weiwei Zong Guang-Bin Huang

extreme learning machine support vector machine facial recognition system machine learning pattern recognition +7 more

Neurocomputing 222 citations Published 2011-09-01
Discriminative Video Pattern Search for Efficient Action Detection (2011)

Junsong Yuan Zicheng Liu Ying Wu

object detection pattern matching background subtraction mutual information pattern search +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 192 citations Published 2011-09-01

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Myocardial segmentation of late gadolinium enhanced MR images by propagation of contours from cine MR images (2011)

Focal biologically inspired feature for glaucoma type classification (2011)

Discriminative segmentation of microscopic cellular images (2011)

Combination of Document Image Binarization Techniques (2011)

A New Gradient Based Character Segmentation Method for Video Text Recognition (2011)

A Gradient Vector Flow-Based Method for Video Character Segmentation (2011)

Mixed learning algorithms and features ensemble in hepatotoxicity prediction (2011)

Artificial skin ridges enhance local tactile shape discrimination. (2011)

Wavelet frame based surface reconstruction from unorganized points (2011)

Using a Knowledge-Based Approach to Remove Blocking Artifacts in Skin Images for Forensic Analysis (2011)

The ontologies of complexity and learning about complex systems (2011)

Structure and attribute index for approximate graph matching in large graphs (2011)

Single-Sensor Incipient Fault Detection (2011)

Robust Automatic Rodent Brain Extraction Using 3-D Pulse-Coupled Neural Networks (PCNN) (2011)

Robotic device for use in image-guided robot assisted surgical training (2011)

Predictive opportunistic spectrum access using learning based hidden Markov models (2011)

Multilingual sentence categorization and novelty mining (2011)

Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions (2011)

Face recognition based on extreme learning machine (2011)

Discriminative Video Pattern Search for Efficient Action Detection (2011)