Publications - Machine Learning SG

Unsupervised segmentation of color textured images using a multilayer MRF model (2003)

Z. Kato Ting-Chuen Pong S.G. Qiang

image texture feature image segmentation scale space segmentation segmentation based object categorization +7 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 32 citations Published 2003-11-24
Unequal-arm adaptive rood pattern search for fast block-matching motion estimation in the JVT/H.26L (2003)

K.-K. Ma G. Qiu

motion estimation pattern search rate distortion theory encoding computer vision +5 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 27 citations Published 2003-11-24
Transductive inference for color-based particle filter tracking (2003)

Jiang Li Chin-Seng Chua

color normalization color model video tracking adaptive filter transduction +7 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 17 citations Published 2003-11-24
Robust moving video object segmentation in the MPEG compressed domain (2003)

Xiao-Dong Yu Ling-Yu Duan Qi Tian

motion estimation block matching algorithm segmentation based object categorization image segmentation scale space segmentation +7 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 23 citations Published 2003-11-24
Reconstruction of vascular structures in retinal images (2003)

B. Fang W. Hsu M.L. Lee

mathematical morphology region growing iterative reconstruction fundus retinal +6 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 61 citations Published 2003-11-24
Image retrieval with SVM active learning embedding Euclidean search (2003)

L. Wang K.L. Chan Y.P. Tan

image retrieval active learning relevance feedback support vector machine embedding +7 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 16 citations Published 2003-11-24
Identifying painters from color profiles of skin patches in painting images (2003)

I. Widjaja W.K. Leow Fang-Cheng Wu

painting inpainting contextual image classification color model support vector machine +7 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 19 citations Published 2003-11-24
Automatically generating summaries for musical video (2003)

X. Shao C. Xu M.S. Kankanhalli

automatic summarization video processing multi document summarization video tracking video compression picture types +7 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 18 citations Published 2003-11-24
A piecewise Gaussian model for profiling and differentiating retinal vessels (2003)

H. Li W. Hsu M.L. Lee H. Wang

mahalanobis distance piecewise gaussian network model edge detection classifier +6 more

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429) 122 citations Published 2003-11-24
A motion vector recovery algorithm for digital video using Lagrange interpolation (2003)

Jinghong Zheng Lap-Pui Chau

quarter pixel motion motion estimation motion vector block matching algorithm motion field +7 more

IEEE Transactions on Broadcasting 94 citations Published 2003-11-24
Efficient remote homology detection using local structure (2003)

Yuna Hou Wynne Hsu Mong Li Lee Christopher Bystroff

feature vector structural classification of proteins database support vector machine similitude discriminative model +6 more

Bioinformatics 102 citations Published 2003-11-22
Building text classifiers using positive and unlabeled examples (2003)

B. Liu Y. Dai X. Li W.S. Lee P.S. Yu

margin classifier support vector machine classifier machine learning pattern recognition +4 more

Third IEEE International Conference on Data Mining 718 citations Published 2003-11-19
Method of determining shape data (2003)

Wen-Jong Lin Tsong Jye Ng Xiao Qi Chen Zhiming Gong

turbine blade acoustics computer vision computer science artificial intelligence

21 citations Published 2003-11-17
Registration of Organ Surface with Intra-operative 3D Ultrasound Image Using Genetic Algorithm (2003)

Ruoyun Wu Keck Voon Ling Wei Shao Wan Sing Ng

3d ultrasound population genetic algorithm computer vision search engine +6 more

International Conference on Medical Image Computing and Computer-Assisted Intervention 13 citations Published 2003-11-15
A bootstrapping approach to annotating large image collection (2003)

HuaMin Feng Tat-Seng Chua

semi supervised learning unsupervised learning supervised learning co training automatic image annotation +6 more

Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval 80 citations Published 2003-11-07
Trajectory-based ball detection and tracking with applications to semantic analysis of broadcast soccer video (2003)

Xinguo Yu Changsheng Xu Hon Wai Leong Qi Tian Qing Tang Kong Wah Wan

kalman filter trajectory segmentation computer vision broadcasting +3 more

Proceedings of the eleventh ACM international conference on Multimedia 224 citations Published 2003-11-02
A mid-level representation framework for semantic sports video analysis (2003)

Ling-Yu Duan Min Xu Tat-Seng Chua Qi Tian Chang-Sheng Xu

automatic summarization feature extraction cluster analysis personalization robustness +7 more

Proceedings of the eleventh ACM international conference on Multimedia 269 citations Published 2003-11-02
Using fuzzy neural network approach to estimate contractors’ markup (2003)

Min Liu Yean Yng Ling

adaptive neuro fuzzy inference system neuro fuzzy fuzzy number fuzzy set operations fuzzy classification +6 more

Building and Environment 30 citations Published 2003-11-01
Unsupervised clustering of dominant scenes in sports video (2003)

Hong Lu Yap-Peng Tan

cluster analysis linear discriminant analysis principal component analysis subspace topology pattern recognition +7 more

Pattern Recognition Letters 14 citations Published 2003-11-01
Support vector machine with adaptive parameters in financial time series forecasting (2003)

L.J. Cao F.E.H. Tay

ranking svm support vector machine artificial neural network backpropagation radial basis function +7 more

IEEE Transactions on Neural Networks 1,055 citations Published 2003-11-01

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Unsupervised segmentation of color textured images using a multilayer MRF model (2003)

Unequal-arm adaptive rood pattern search for fast block-matching motion estimation in the JVT/H.26L (2003)

Transductive inference for color-based particle filter tracking (2003)

Robust moving video object segmentation in the MPEG compressed domain (2003)

Reconstruction of vascular structures in retinal images (2003)

Image retrieval with SVM active learning embedding Euclidean search (2003)

Identifying painters from color profiles of skin patches in painting images (2003)

Automatically generating summaries for musical video (2003)

A piecewise Gaussian model for profiling and differentiating retinal vessels (2003)

A motion vector recovery algorithm for digital video using Lagrange interpolation (2003)

Efficient remote homology detection using local structure (2003)

Building text classifiers using positive and unlabeled examples (2003)

Method of determining shape data (2003)

Registration of Organ Surface with Intra-operative 3D Ultrasound Image Using Genetic Algorithm (2003)

A bootstrapping approach to annotating large image collection (2003)

Trajectory-based ball detection and tracking with applications to semantic analysis of broadcast soccer video (2003)

A mid-level representation framework for semantic sports video analysis (2003)

Using fuzzy neural network approach to estimate contractors’ markup (2003)

Unsupervised clustering of dominant scenes in sports video (2003)

Support vector machine with adaptive parameters in financial time series forecasting (2003)