Publications - Machine Learning SG

Queues and artificial potential trenches for multirobot formations (2005)

S.S. Ge Cheng-Heng Fua

mobile robot robot robotics scalability queueing theory +6 more

IEEE Transactions on Robotics 139 citations Published 2005-08-01
Just noticeable distortion model and its applications in video coding (2005)

Xiaokang Yang W. S. Ling Zhongkang Lu Ee Ping Ong Susu Yao

motion estimation data compression masking human visual system model auditory masking +6 more

Signal Processing-image Communication 322 citations Published 2005-08-01
Enhanced neural gas network for prototype-based clustering (2005)

A. K. Qin P. N. Suganthan

fuzzy clustering cure data clustering algorithm cluster analysis canopy clustering algorithm correlation clustering +7 more

Pattern Recognition 32 citations Published 2005-08-01
Automatic video logo detection and removal (2005)

Wei-Qi Yan Jun Wang Mohan S. Kankanhalli

inpainting image processing logo digital watermarking watermark +6 more

Multimedia Systems 73 citations Published 2005-08-01
Word sense disambiguation with distribution estimation (2005)

Yee Seng Chan Hwee Tou Ng

semeval natural language processing speech recognition computer science artificial intelligence +2 more

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence 70 citations Published 2005-07-30
Semantic argument classification exploiting argument interdependence (2005)

Zheng Ping Jiang Jia Li Hwee Tou Ng

semantic role labeling propbank predicate sentence parsing +5 more

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence 11 citations Published 2005-07-30
Online map building for autonomous mobile robots by fusing laser and sonar data (2005)

Xue-Cheng Lai Cheong-Yeen Kong Shuzhi Sam Ge A. Al Mamun

simultaneous localization and mapping sonar global map sensor fusion pose +6 more

IEEE International Conference Mechatronics and Automation, 2005 16 citations Published 2005-07-29
A semi-fragile pinned sine transform watermarking system for content authentication of satellite images (2005)

A.T.S. Ho Xunzhan Zhu W.M. Woon

watermark digital watermarking image texture image segmentation message authentication code +6 more

Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. 14 citations Published 2005-07-25
Infrared face recognition by using blood perfusion data (2005)

Shi-Qian Wu W. Song Li-Jun Jiang S. L. Xie Feng Pan Wei-Yun Yau Surendra Ranganath

perfusion facial recognition system steady state image processing biomedical engineering +4 more

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication 69 citations Published 2005-07-20
Synthesis of distributed processes from scenario-based specifications (2005)

Jun Sun Jin Song Dong

sequence diagram finite state machine use case formal methods object oriented programming +6 more

FM'05 Proceedings of the 2005 international conference on Formal Methods 17 citations Published 2005-07-18
Protein subcellular localization prediction for Gram-negative bacteria using amino acid subalphabets and a combination of multiple support vector machines. (2005)

Jiren Wang Wing-Kin Sung Arun Krishnan Kuo-Bin Li

protein subcellular localization prediction subcellular localization amino acid support vector machine gram negative bacteria +7 more

BMC Bioinformatics 89 citations Published 2005-07-13
Word sense disambiguation with semi-supervised learning (2005)

Thanh Phong Pham Hwee Tou Ng Wee Sun Lee

semi supervised learning unsupervised learning supervised learning noun natural language processing +5 more

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3 33 citations Published 2005-07-09
Scaling up word sense disambiguation via parallel texts (2005)

Yee Seng Chan Hwee Tou Ng

wordnet natural language processing noun bottleneck speech recognition +7 more

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3 82 citations Published 2005-07-09
Fuzzy relevance feedback in content-based image retrieval systems using radial basis function network (2005)

K.-H. Yap K. Wu

relevance feedback content based image retrieval fuzzy logic image retrieval radial basis function network +6 more

2005 IEEE International Conference on Multimedia and Expo 15 citations Published 2005-07-06
Fusion of Multiple Asynchronous Information Sources for Event Detection in Soccer Video (2005)

Huazin Xu Tat-Hoe Fong Tat-Seng Chua

sensor fusion bayesian inference object detection asynchronous communication bayesian probability +7 more

2005 IEEE International Conference on Multimedia and Expo 15 citations Published 2005-07-06
Analysis and Retrieval of Paintings Using Artistic Color Concepts (2005)

M. Yelizaveta C. Tat-Seng A. Irina

color theory color temperature image texture painting image retrieval +7 more

2005 IEEE International Conference on Multimedia and Expo 21 citations Published 2005-07-06
Adaptive local context suppression of multiple cues for salient visual attention detection (2005)

Y. Hu D. Rajan L.-T. Chia

visual search salience cognitive neuroscience of visual object recognition context model salient +7 more

2005 IEEE International Conference on Multimedia and Expo 34 citations Published 2005-07-06
Adaptive hierarchical multi-class SVM classifier for texture-based image classification (2005)

S. Liu H. Yi L.-T. Chia Deepu Rajan

one class classification image texture contextual image classification binary classification support vector machine +7 more

2005 IEEE International Conference on Multimedia and Expo 58 citations Published 2005-07-06
A Player-Possession Acquisition System for Broadcast Soccer Video (2005)

Xinguo Yu Tze Sen Hay Xin Yan E. Chng

algorithm design graphical user interface statistical classification computer vision broadcasting +5 more

2005 IEEE International Conference on Multimedia and Expo 15 citations Published 2005-07-06
A perceptual bit allocation scheme for H.264 (2005)

H. Yu F. Pan Z. Lin Y. Sun

macroblock data compression image segmentation lagrange multiplier coding +6 more

2005 IEEE International Conference on Multimedia and Expo 15 citations Published 2005-07-06

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Queues and artificial potential trenches for multirobot formations (2005)

Just noticeable distortion model and its applications in video coding (2005)

Enhanced neural gas network for prototype-based clustering (2005)

Automatic video logo detection and removal (2005)

Word sense disambiguation with distribution estimation (2005)

Semantic argument classification exploiting argument interdependence (2005)

Online map building for autonomous mobile robots by fusing laser and sonar data (2005)

A semi-fragile pinned sine transform watermarking system for content authentication of satellite images (2005)

Infrared face recognition by using blood perfusion data (2005)

Synthesis of distributed processes from scenario-based specifications (2005)

Protein subcellular localization prediction for Gram-negative bacteria using amino acid subalphabets and a combination of multiple support vector machines. (2005)

Word sense disambiguation with semi-supervised learning (2005)

Scaling up word sense disambiguation via parallel texts (2005)

Fuzzy relevance feedback in content-based image retrieval systems using radial basis function network (2005)

Fusion of Multiple Asynchronous Information Sources for Event Detection in Soccer Video (2005)

Analysis and Retrieval of Paintings Using Artistic Color Concepts (2005)

Adaptive local context suppression of multiple cues for salient visual attention detection (2005)

Adaptive hierarchical multi-class SVM classifier for texture-based image classification (2005)

A Player-Possession Acquisition System for Broadcast Soccer Video (2005)

A perceptual bit allocation scheme for H.264 (2005)