Publications - Machine Learning SG

Hierarchical matching with side information for image classification (2012)

Qiang Chen Zheng Song Yang Hua Zhongyang Huang Shuicheng Yan

hierarchical clustering contextual image classification feature vector visual dictionary feature extraction +6 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 112 citations Published 2012-06-16
Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach (2012)

Lixin Duan Dong Xu Shih-Fu Chang

support vector machine contextual image classification feature extraction classifier scale invariant feature transform +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 181 citations Published 2012-06-16
Efficient structure detection via random consensus graph (2012)

Hairong Liu Shuicheng Yan

random graph null graph strength of a graph random geometric graph comparability graph +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 26 citations Published 2012-06-16
Contour-based recognition (2012)

Yong Xu Yuhui Quan Zhuming Zhang Hui Ji Cornelia Fermuller Morimichi Nishigaki Daniel Dementhon

feature extraction scale invariant feature transform edge detection cognitive neuroscience of visual object recognition pattern recognition +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 14 citations Published 2012-06-16
Batch mode Adaptive Multiple Instance Learning for computer vision tasks (2012)

Wen Li Lixin Duan Ivor Wai-Hung Tsang Dong Xu

batch processing image retrieval video tracking contextual image classification classifier +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 13 citations Published 2012-06-16
Autonomous Exploration For Navigating In MDPs (2012)

Shiau Hong Lim Peter Auer

supervised learning markov decision process artificial intelligence machine learning computer science +2 more

Conference on Learning Theory 11 citations Published 2012-06-16
Aligning images in the wild (2012)

Wen-Yan Lin Linlin Liu Yasuyuki Matsushita Kok-Lim Low Siying Liu

geometric transformation smoothing transformation geometry parallax feature extraction +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 30 citations Published 2012-06-16
A two-stage approach to blind spatially-varying motion deblurring (2012)

Hui Ji Kang Wang

motion blur deblurring image restoration real image interpolation +6 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 79 citations Published 2012-06-16
A biquadratic reflectance model for radiometric image analysis (2012)

Boxin Shi Ping Tan Yasuyuki Matsushita Katsushi Ikeuchi

photometric stereo parametric model image processing parametric statistics radiometry +6 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 15 citations Published 2012-06-16
Learning visual saliency by combining feature maps in a nonlinear manner using AdaBoost (2012)

Qi Zhao Qi Zhao Christof Koch Christof Koch

adaboost eye tracking feature selection salience thresholding +7 more

Journal of Vision 125 citations Published 2012-06-15
Self-organizing neural networks for learning air combat maneuvers (2012)

Teck-Hou Teng Ah-Hwee Tan Yuan-Sin Tan Adrian Yeo

domain knowledge artificial neural network state space artificial intelligence machine learning +6 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 15 citations Published 2012-06-10
Robust EEG channel selection across sessions in brain-computer interface involving stroke patients (2012)

Mahnaz Arvaneh Cuntai Guan Kai Keng Ang Chai Quek

selection algorithm robustness motor imagery brain computer interface channel +7 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 15 citations Published 2012-06-10
Pattern recognition computation in a spiking neural network with temporal encoding and learning (2012)

Qiang Yu K.C. Tan Huajin Tang

spiking neural network learning rule time delay neural network feature artificial neural network +6 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 12 citations Published 2012-06-10
Pareto Rank Learning in Multi-objective Evolutionary Algorithms (2012)

Chun-Wei Seah Yew-Soon Ong Ivor W. Tsang Siwei Jiang

pareto principle multi objective optimization evolutionary algorithm evolutionary computation population +7 more

2012 IEEE Congress on Evolutionary Computation 28 citations Published 2012-06-10
Multi co-objective evolutionary optimization: Cross surrogate augmentation for computationally expensive problems (2012)

Minh Nghia Le Yew Soon Ong Stefan Menzel Chun-Wei Seah Bernhard Sendhoff

memetic algorithm evolutionary algorithm evolutionary computation mathematical optimization machine learning +6 more

2012 IEEE Congress on Evolutionary Computation 11 citations Published 2012-06-10
Meta-Cognitive Neuro-Fuzzy Inference System for human emotion recognition (2012)

K. Subramanian S. Suresh R. Venkatesh Babu

facial recognition system support vector machine local binary patterns feature extraction classifier +7 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 19 citations Published 2012-06-10
Human action recognition using Meta-Cognitive Neuro-Fuzzy Inference System (2012)

K. Subramanian S. Suresh

feature extraction artificial neural network classifier sequence learning contextual image classification +7 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 76 citations Published 2012-06-10
Extreme learning machines for intrusion detection (2012)

Chi Cheng Wee Peng Tay Guang-Bin Huang

intrusion detection system support vector machine artificial neural network network security feature extraction +7 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 97 citations Published 2012-06-10
Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals (2012)

Huijuan Yang Cuntai Guan Kai Keng Ang Chuan Chu Wang Kok Soon Phua Juanhong Yu

wavelet complex wavelet transform wavelet transform motor imagery feature extraction +6 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 21 citations Published 2012-06-10
Complex-valued neuro-fuzzy inference system for wind prediction (2012)

K. Subramanian R. Savitha S. Suresh

adaptive neuro fuzzy inference system fuzzy control system gradient descent neuro fuzzy wind speed +6 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 16 citations Published 2012-06-10

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Hierarchical matching with side information for image classification (2012)

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach (2012)

Efficient structure detection via random consensus graph (2012)

Contour-based recognition (2012)

Batch mode Adaptive Multiple Instance Learning for computer vision tasks (2012)

Autonomous Exploration For Navigating In MDPs (2012)

Aligning images in the wild (2012)

A two-stage approach to blind spatially-varying motion deblurring (2012)

A biquadratic reflectance model for radiometric image analysis (2012)

Learning visual saliency by combining feature maps in a nonlinear manner using AdaBoost (2012)

Self-organizing neural networks for learning air combat maneuvers (2012)

Robust EEG channel selection across sessions in brain-computer interface involving stroke patients (2012)

Pattern recognition computation in a spiking neural network with temporal encoding and learning (2012)

Pareto Rank Learning in Multi-objective Evolutionary Algorithms (2012)

Multi co-objective evolutionary optimization: Cross surrogate augmentation for computationally expensive problems (2012)

Meta-Cognitive Neuro-Fuzzy Inference System for human emotion recognition (2012)

Human action recognition using Meta-Cognitive Neuro-Fuzzy Inference System (2012)

Extreme learning machines for intrusion detection (2012)

Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals (2012)

Complex-valued neuro-fuzzy inference system for wind prediction (2012)