Publications - Machine Learning SG

Watermark embedding in DC components of DCT for binary images (2002)

Haiping Lu Xuxia Shi Y.Q. Shi A.C. Kot Lihui Chen

watermark binary image digital watermarking image processing discrete cosine transform +6 more

2002 IEEE Workshop on Multimedia Signal Processing. 73 citations Published 2002-12-09
Speed-up iterative frequent itemset mining with constraint changes (2002)

Gao Cong Bing Liu

data stream mining decision tree learning iterative and incremental development data mining machine learning +6 more

2002 IEEE International Conference on Data Mining, 2002. Proceedings. 31 citations Published 2002-12-09
Similarity matching of continuous melody contours for humming querying of melody databases (2002)

Yongwei Zhu M. Kankanhalli Qi Tian

pattern matching audio signal processing robustness speech recognition pattern recognition +5 more

2002 IEEE Workshop on Multimedia Signal Processing. 12 citations Published 2002-12-09
Towards non-cooperative iris recognition systems (2002)

E. Sung Xilin Chen Jie Zhu Jie Yang

iris recognition feature extraction image segmentation thresholding segmentation +7 more

7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 27 citations Published 2002-12-02
Representations for facial expressions (2002)

Khoo Wei Ming S. Ranganath

three dimensional face recognition face hallucination gabor wavelet facial recognition system facial expression +7 more

7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 15 citations Published 2002-12-02
Projected light displays using visual feedback (2002)

J.M. Rehg M. Flagg Tat-Jen Cham R. Sukthankar G. Sukthankar

projector computer graphics computer vision computer graphics images photometry +4 more

7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 25 citations Published 2002-12-02
GPS/encoder based precise navigation for a 4WS mobile robot (2002)

B. He Danwei Wang M. Pham Tieniu Yu

dead reckoning extended kalman filter global positioning system mobile robot kalman filter +7 more

7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 13 citations Published 2002-12-02
Feature Extraction and Selection in Tool Condition Monitoring System (2002)

Sun Jie G. S. Hong M. Rahman Y. S. Wong

feature extraction feature selection tool wear pattern recognition data mining +5 more

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence 11 citations Published 2002-12-02
Color based multiple people tracking (2002)

Jiang Li Chin Seng Chua Yeong Khing Ho

color normalization color quantization mean shift spatial analysis computer graphics +6 more

7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 62 citations Published 2002-12-02
Analogous view transfer for gaze correction in video sequences (2002)

Tat-Jen Cham S. Krishnamoorthy M. Jones

epipolar geometry facial expression gesture recognition gaze computer vision +6 more

7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 16 citations Published 2002-12-02
A novel multi-scale spatial-color descriptor for content-based image retrieval (2002)

Anning Ouyang Yap-Peng Tan

color histogram color image color normalization histogram equalization content based image retrieval +7 more

7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 11 citations Published 2002-12-02
A laser and a camera for mobile robot navigation (2002)

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

mobile robot navigation advanced driver assistance systems image processing feature extraction mobile robot +6 more

7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 20 citations Published 2002-12-02
Detection and removal of lighting & shaking artifacts in home videos (2002)

Wei-Qi Yan Mohan S Kankanhalli

computer vision luminance robot computer graphics images trajectory +4 more

Proceedings of the tenth ACM international conference on Multimedia 84 citations Published 2002-12-01
Combination of multiple classifiers using probabilistic dictionary and its application to postcode recognition (2002)

Yue Lu Chew Lim Tan

probabilistic logic sorting pattern recognition machine learning computer science +3 more

Pattern Recognition 19 citations Published 2002-12-01
Antiforgery: a novel pseudo-outer product based fuzzy neural network driven signature verification system (2002)

C. Quek R. W. Zhou

feature extraction artificial neural network image processing data acquisition preprocessor +6 more

Pattern Recognition Letters 92 citations Published 2002-12-01
Adaptive image compression using local pattern information (2002)

Feng Pan

data compression image compression color cell compression quantization data compression ratio +6 more

Pattern Recognition Letters 25 citations Published 2002-12-01
A unified framework for semantic shot classification in sports videos (2002)

Ling-Yu Duan Min Xu Xiao-Dong Yu Qi Tian

video tracking supervised learning broadcasting of sports events semantics cluster analysis +5 more

Proceedings of the tenth ACM international conference on Multimedia 18 citations Published 2002-12-01
A novel lacunarity estimation method applied to SAR image segmentation (2002)

Gan Du Tat Soon Yeo

lacunarity image segmentation image texture synthetic aperture radar contextual image classification +6 more

IEEE Transactions on Geoscience and Remote Sensing 69 citations Published 2002-12-01
A machine learning approach for the curation of biomedical literature: KDD Cup 2002 (task 1) (2002)

S. Sathiya Keerthi Chong Jin Ong Keng Boon Siah David B. L. Lim Wei Chu Min Shi David S. Edwin Rakesh Menon Lixiang Shen Jonathan Y. K. Lim Han Tong Loh

naive bayes classifier feature extraction text mining machine learning computer science +1 more

Sigkdd Explorations 20 citations Published 2002-12-01
A dynamically generated fuzzy neural network and its application to torsional vibration control of tandem cold rolling mill spindles (2002)

Lipo Wang Yakov Frayman

time delay neural network neuro fuzzy controller torsional vibration artificial neural network +6 more

Engineering Applications of Artificial Intelligence 81 citations Published 2002-12-01

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Watermark embedding in DC components of DCT for binary images (2002)

Speed-up iterative frequent itemset mining with constraint changes (2002)

Similarity matching of continuous melody contours for humming querying of melody databases (2002)

Towards non-cooperative iris recognition systems (2002)

Representations for facial expressions (2002)

Projected light displays using visual feedback (2002)

GPS/encoder based precise navigation for a 4WS mobile robot (2002)

Feature Extraction and Selection in Tool Condition Monitoring System (2002)

Color based multiple people tracking (2002)

Analogous view transfer for gaze correction in video sequences (2002)

A novel multi-scale spatial-color descriptor for content-based image retrieval (2002)

A laser and a camera for mobile robot navigation (2002)

Detection and removal of lighting & shaking artifacts in home videos (2002)

Combination of multiple classifiers using probabilistic dictionary and its application to postcode recognition (2002)

Antiforgery: a novel pseudo-outer product based fuzzy neural network driven signature verification system (2002)

Adaptive image compression using local pattern information (2002)

A unified framework for semantic shot classification in sports videos (2002)

A novel lacunarity estimation method applied to SAR image segmentation (2002)

A machine learning approach for the curation of biomedical literature: KDD Cup 2002 (task 1) (2002)

A dynamically generated fuzzy neural network and its application to torsional vibration control of tandem cold rolling mill spindles (2002)