Publications - Machine Learning SG

New dynamical optimal learning for linear multilayer FNN (2004)

K.C. Tan H.J. Tang

artificial neural network mean squared error backpropagation convergence artificial intelligence +5 more

IEEE Transactions on Neural Networks 27 citations Published 2004-11-01
Finding constrained frequent episodes using minimal occurrences (2004)

Xi Ma HweeHwa Pang Kian-Lee Tan

trie data mining machine learning mathematics artificial intelligence +2 more

Fourth IEEE International Conference on Data Mining (ICDM'04) 16 citations Published 2004-11-01
Automatic identification of the anterior and posterior commissure landmarks (2004)

Rao Bhanu Prakash Kirgaval Nagaraja Wieslaw Lucjan Nowinski

posterior commissure fornix pixel brainstem computer vision +3 more

13 citations Published 2004-11-01
A columnar competitive model for solving combinatorial optimization problems (2004)

Huajin Tang K.C. Tan Zhang Yi

hopfield network competitive learning learning rule artificial neural network unsupervised learning +6 more

IEEE Transactions on Neural Networks 51 citations Published 2004-11-01
Rough-cut capacity planning with production constraints and dynamic bottleneck considerations (2004)

Tay Jin Chua Feng Yu Wang Wen Jing Yan Tian Xiang Cai

capacity planning bottleneck industrial engineering computer science machine learning +1 more

15 citations Published 2004-10-29
Decompose-threshold approach to handwriting extraction in degraded historical document images (2004)

Chen Yan G. Leedham

thresholding historical document feature extraction feature vector handwriting recognition +6 more

Ninth International Workshop on Frontiers in Handwriting Recognition 18 citations Published 2004-10-26
Ontology for Nature-Scene Image Retrieval (2004)

Song Liu Liang-Tien Chia Syin Chan

image retrieval visual word automatic image annotation ontology explicit semantic analysis +7 more

OTM Confederated International Conferences "On the Move to Meaningful Internet Systems" 20 citations Published 2004-10-25
Watermarking color histograms (2004)

S. Roy E.-C. Chang

color histogram color image color normalization histogram equalization earth mover s distance +7 more

2004 International Conference on Image Processing, 2004. ICIP '04. 30 citations Published 2004-10-24
One-time calibration eye gaze detection system (2004)

L.C. Kiat S. Ranganath

eye tracking gaze tracking system motion estimation monocular vision +6 more

2004 International Conference on Image Processing, 2004. ICIP '04. 15 citations Published 2004-10-24
Multilabel SVM active learning for image classification (2004)

X. Li L. Wang E. Sung

automatic image annotation contextual image classification support vector machine active learning pattern recognition +3 more

2004 International Conference on Image Processing, 2004. ICIP '04. 144 citations Published 2004-10-24
Medical image segmentation with minimal path deformable models (2004)

P. Yan A.A. Kassim

image segmentation segmentation based object categorization object detection initialization scale space segmentation +7 more

2004 International Conference on Image Processing, 2004. ICIP '04. 11 citations Published 2004-10-24
Fingerprint image quality analysis (2004)

E. Lim K.-A. Toh P.N. Suganthan X. Jiang W.-Y. Yau

fingerprint recognition image quality fingerprint feature detection automatic image annotation +7 more

2004 International Conference on Image Processing, 2004. ICIP '04. 122 citations Published 2004-10-24
Face contour tracking in video using active contour model (2004)

X. Bing Yu. Wei C. Charoensak

active contour model facial recognition system motion compensation edge detection computation +6 more

2004 International Conference on Image Processing, 2004. ICIP '04. 15 citations Published 2004-10-24
Detection and classification of bright lesions in color fundus images (2004)

Zhang Xiaohui A. Chutatape

fundus cotton wool spots color space contextual image classification image segmentation +7 more

2004 International Conference on Image Processing, 2004. ICIP '04. 69 citations Published 2004-10-24
A noisy chaotic neural network approach to image denoising (2004)

Leipo Yan Lip Wang Kim-Hui Yap

optimization problem artificial neural network simulated annealing maxima and minima artificial intelligence +5 more

2004 International Conference on Image Processing, 2004. ICIP '04. 18 citations Published 2004-10-24
Fast and robust short video clip search using an index structure (2004)

Junsong Yuan Ling-Yu Duan Qi Tian Changsheng Xu

video tracking range query feature vector linear search computer vision +4 more

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval 110 citations Published 2004-10-15
Singing voice detection in popular music (2004)

Tin Lay Nwe Arun Shenoy Ye Wang

singing audio signal hidden markov model statistical hypothesis testing classifier +7 more

Proceedings of the 12th annual ACM international conference on Multimedia 68 citations Published 2004-10-10
Region-of-interest based image resolution adaptation for MPEG-21 digital item (2004)

Yiqun Hu Liang-Tien Chia Deepu Rajan

display size mpeg 21 metadata image resolution jpeg 2000 +7 more

Proceedings of the 12th annual ACM international conference on Multimedia 28 citations Published 2004-10-10
Particle swarm optimization algorithms with novel learning strategies (2004)

J.J. Liang A.K. Qin P.M. Suganthan S. Baskar

multi swarm optimization particle swarm optimization swarm intelligence metaheuristic imperialist competitive algorithm +6 more

2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583) 78 citations Published 2004-10-10
Automatic replay generation for soccer video broadcasting (2004)

Jinjun Wang Changsheng Xu Engsiong Chng Kongwah Wah Qi Tian

video capture video processing video tracking broadcasting multimedia +3 more

Proceedings of the 12th annual ACM international conference on Multimedia 80 citations Published 2004-10-10

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New dynamical optimal learning for linear multilayer FNN (2004)

Finding constrained frequent episodes using minimal occurrences (2004)

Automatic identification of the anterior and posterior commissure landmarks (2004)

A columnar competitive model for solving combinatorial optimization problems (2004)

Rough-cut capacity planning with production constraints and dynamic bottleneck considerations (2004)

Decompose-threshold approach to handwriting extraction in degraded historical document images (2004)

Ontology for Nature-Scene Image Retrieval (2004)

Watermarking color histograms (2004)

One-time calibration eye gaze detection system (2004)

Multilabel SVM active learning for image classification (2004)

Medical image segmentation with minimal path deformable models (2004)

Fingerprint image quality analysis (2004)

Face contour tracking in video using active contour model (2004)

Detection and classification of bright lesions in color fundus images (2004)

A noisy chaotic neural network approach to image denoising (2004)

Fast and robust short video clip search using an index structure (2004)

Singing voice detection in popular music (2004)

Region-of-interest based image resolution adaptation for MPEG-21 digital item (2004)

Particle swarm optimization algorithms with novel learning strategies (2004)

Automatic replay generation for soccer video broadcasting (2004)