Publications - Machine Learning SG

A robust Hough-based algorithm for partial ellipse detection in broadcast soccer video (2004)

Xinguo Yu Hon Wai Leong Changsheng Xu Qi Tian

hough transform ellipse object detection search algorithm image processing +7 more

2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) 15 citations Published 2004-06-30
Video content representation on tiny devices (2004)

Jun Wang M.J.T. Reinders R.L. Lagendijk J. Lindenberg M.S. Kankanhalli

video quality video processing display device mobile computing mobile device +6 more

2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) 36 citations Published 2004-06-27
Unsupervised classification of music genre using hidden Markov model (2004)

Xi Shao Changsheng Xu M.S. Kankanhalli

hidden markov model feature extraction segmentation search engine indexing pattern recognition +7 more

2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) 71 citations Published 2004-06-27
Hierarchical, non-uniform locality sensitive hashing and its application to video identification (2004)

Zixiang Kang Wei Tsang Ooi Qibin Sun

locality sensitive hashing k nearest neighbors algorithm search engine indexing feature vector pattern recognition +6 more

2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) 20 citations Published 2004-06-27
Gene selection and cancer classification using a fuzzy neural network (2004)

Feng Chu Wei Xie Lipo Wang

feature selection artificial neural network data set classifier microarray analysis techniques +6 more

IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04. 54 citations Published 2004-06-27
Exploring Face Space (2004)

T. Sim Sheng Zhang

three dimensional face recognition face detection 3d single object recognition facial recognition system bhattacharyya distance +7 more

2004 Conference on Computer Vision and Pattern Recognition Workshop 16 citations Published 2004-06-27
Wavelet domain watermarking using maximum-likelihood detection (2004)

Tek Ming Ng Hari Krishna Garg

watermark wavelet transform digital watermarking gaussian process wavelet +6 more

Security, stenography, and watermarking of multimedia contents. Conference 13 citations Published 2004-06-22
Anti-aliasing and continuity with trapezoidal shadow maps (2004)

Tobias Martin Tiow-Seng Tan

shadow volume shadow mapping shadow graphics hardware anti aliasing +7 more

EGSR'04 Proceedings of the Fifteenth Eurographics conference on Rendering Techniques 159 citations Published 2004-06-21
Hierarchical surrogate-assisted evolutionary optimization framework (2004)

Zongzhao Zhou Yew Soon Ong P.B. Nair

evolutionary programming evolutionary algorithm evolutionary computation fitness approximation interactive evolutionary computation +6 more

Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753) 24 citations Published 2004-06-19
A Public Reference Implementation of the RAP Anaphora Resolution Algorithm (2004)

Long Qiu Min-Yen Kan Tat-Seng Chua

reference implementation parsing natural language processing annotation speech recognition +4 more

Proceedings of the Fourth International Conference on Language Resources and Evaluation (LREC’04) 90 citations Published 2004-06-17
Edge based region growing: a new image segmentation method (2004)

Sophie Liu Xiao Fan Zhihong Man Rashi Samur

region growing scale space segmentation image segmentation range segmentation minimum spanning tree based segmentation +7 more

Proceedings of the 2004 ACM SIGGRAPH international conference on Virtual Reality continuum and its applications in industry 12 citations Published 2004-06-16
FARMER: finding interesting rule groups in microarray datasets (2004)

Gao Cong Anthony K. H. Tung Xin Xu Feng Pan Jiong Yang

association rule learning row data mining small number machine learning +5 more

Proceedings of the 2004 ACM SIGMOD international conference on Management of data 187 citations Published 2004-06-13
Systems and methods for scalably encoding and decoding data (2004)

Rongshan Yu Susanto Rahardja Xiao Lin

coding data stream decoding methods encoding speech recognition +3 more

13 citations Published 2004-06-07
Road-boundary detection and tracking using ladar sensing (2004)

W.S. Wijesoma K.R.S. Kodagoda A.P. Balasuriya

radar tracker extended kalman filter edge detection remotely operated underwater vehicle robustness +6 more

IEEE Transactions on Robotics and Automation 288 citations Published 2004-06-07
Lip geometric features for human–computer interaction using bimodal speech recognition: comparison and analysis (2004)

Mustafa N Kaynak Qi Zhi Adrian David Cheok Kuntal Sengupta Zhang Jian Ko Chi Chung

feature feature extraction hidden markov model pattern recognition signal to noise ratio +7 more

Speech Communication 18 citations Published 2004-06-01
Linear rate-distortion models for MPEG-4 shape coding (2004)

Zhenzhong Chen King Ngi Ngan

distortion shape coding active shape model arithmetic coding rate distortion theory +7 more

IEEE Transactions on Circuits and Systems for Video Technology 15 citations Published 2004-06-01
Incremental multiple objective genetic algorithms (2004)

Qian Chen Sheng-Uei Guan

multi objective optimization population genetic algorithm vector optimization mathematical optimization +6 more

systems man and cybernetics 23 citations Published 2004-06-01
Interactive system and method (2004)

Zhi Ying Zhou Adrian David Cheok Jiun Horng Pan

mixed reality microprocessor computer graphics images computer vision deep sky object +2 more

96 citations Published 2004-05-28
Visual cryptography for print and scan applications (2004)

Wei-Qi Yan Duo Jin M.S. Kankanhalli

visual cryptography cryptography image restoration frequency domain computer vision +6 more

2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512) 116 citations Published 2004-05-23
Perception based binary image watermarking (2004)

A.T.S. Ho N.B. Puhan P. Marziliano A. Makur Y.L. Guan

binary image pixel distortion image segmentation electronic mail +7 more

2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512) 12 citations Published 2004-05-23

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A robust Hough-based algorithm for partial ellipse detection in broadcast soccer video (2004)

Video content representation on tiny devices (2004)

Unsupervised classification of music genre using hidden Markov model (2004)

Hierarchical, non-uniform locality sensitive hashing and its application to video identification (2004)

Gene selection and cancer classification using a fuzzy neural network (2004)

Exploring Face Space (2004)

Wavelet domain watermarking using maximum-likelihood detection (2004)

Anti-aliasing and continuity with trapezoidal shadow maps (2004)

Hierarchical surrogate-assisted evolutionary optimization framework (2004)

A Public Reference Implementation of the RAP Anaphora Resolution Algorithm (2004)

Edge based region growing: a new image segmentation method (2004)

FARMER: finding interesting rule groups in microarray datasets (2004)

Systems and methods for scalably encoding and decoding data (2004)

Road-boundary detection and tracking using ladar sensing (2004)

Lip geometric features for human–computer interaction using bimodal speech recognition: comparison and analysis (2004)

Linear rate-distortion models for MPEG-4 shape coding (2004)

Incremental multiple objective genetic algorithms (2004)

Interactive system and method (2004)

Visual cryptography for print and scan applications (2004)

Perception based binary image watermarking (2004)