Publications - Machine Learning SG

Learning reduced-order feedback policies for motion skills (2015)

Kai Ding Libin Liu Michiel van de Panne KangKang Yin

character animation trajectory control engineering computer science artificial intelligence +5 more

Proceedings of the 14th ACM SIGGRAPH / Eurographics Symposium on Computer Animation 17 citations Published 2015-08-07
Wavelet Kernel Local Fisher Discriminant Analysis With Particle Swarm Optimization Algorithm for Bearing Defect Classification (2015)

Mien Van Hee-Jun Kang

dimensionality reduction kernel linear discriminant analysis feature extraction wavelet +7 more

IEEE Transactions on Instrumentation and Measurement 37 citations Published 2015-08-06
Sparse representation for frequency warping based voice conversion (2015)

Xiaohai Tian Zhizheng Wu Siu Wa Lee Nguyen Quy Hy Eng Siong Chng Minghui Dong

image warping sparse approximation linear combination spectrogram distortion +6 more

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 11 citations Published 2015-08-06
Perceptual Quality Assessment of Screen Content Images (2015)

Huan Yang Yuming Fang Weisi Lin

subjective video quality image quality weighting visualization perception +7 more

IEEE Transactions on Image Processing 135 citations Published 2015-08-05
Neural modeling of sequential inferences and learning over episodic memory (2015)

Budhitama Subagdja Ah-Hwee Tan

semantic memory episodic memory explicit memory reconstructive memory encoding +6 more

Neurocomputing 16 citations Published 2015-08-05
Multi-Spectral Fusion Based Approach for Arbitrarily Oriented Scene Text Detection in Video Images (2015)

Guozhu Liang Palaiahnakote Shivakumara Tong Lu Chew Lim Tan

pixel k nearest neighbors algorithm wavelet image resolution font +6 more

IEEE Transactions on Image Processing 58 citations Published 2015-08-05
Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems (2015)

Liang Feng Yew-Soon Ong Ah-Hwee Tan Ivor W. Tsang

evolutionary programming memetic algorithm transfer of learning operator imitation +6 more

Memetic Computing 69 citations Published 2015-08-05
Sparse Representation-Based ISAR Imaging Using Markov Random Fields (2015)

Lu Wang Lifan Zhao Guoan Bi Chunru Wan

inverse synthetic aperture radar sparse approximation markov chain prior probability radar imaging +6 more

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 31 citations Published 2015-08-01
Shape reconstruction for wire-driven flexible robots based on Bézier curve and electromagnetic positioning (2015)

Shuang Song Shuang Song Zheng Li Haoyong Yu Hongliang Ren

robot end effector robot calibration robot reconstruction algorithm payload +7 more

Mechatronics 39 citations Published 2015-08-01
Saliency-driven image classification method based on histogram mining and image score (2015)

Baiying Lei Ee-Leng Tan Siping Chen Dong Ni Tianfu Wang

histogram matching image histogram bag of words model in computer vision balanced histogram thresholding contextual image classification +7 more

Pattern Recognition 19 citations Published 2015-08-01
Red lesion detection in retinal fundus images using Frangi-based filters (2015)

Ruchir Srivastava Damon W. K. Wong Lixin Duan Jiang Liu Tien Yin Wong

fundus standard test image diabetic retinopathy retinal false positive paradox +6 more

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 20 citations Published 2015-08-01
Parallel convolutional-linear neural network for motor imagery classification (2015)

Siavash Sakhavi Cuntai Guan Shuicheng Yan

deep learning convolutional neural network artificial neural network feature extraction contextual image classification +6 more

2015 23rd European Signal Processing Conference (EUSIPCO) 62 citations Published 2015-08-01
Optimal and secure audio watermarking scheme based on self-adaptive particle swarm optimization and quaternion wavelet transform (2015)

Baiying Lei Feng Zhou Ee-Leng Tan Dong Ni Haijun Lei Siping Chen Tianfu Wang

digital watermarking watermark particle swarm optimization robustness chaotic +7 more

Signal Processing 24 citations Published 2015-08-01
Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization (2015)

Mostafa Z. Ali Noor H. Awad Ponnuthurai N. Suganthan

continuous optimization population global optimization differential evolution scalability +7 more

Applied Soft Computing 99 citations Published 2015-08-01
Learning a Probabilistic Topology Discovering Model for Scene Categorization (2015)

Luming Zhang Rongrong Ji Yingjie Xia Ying Zhang Xuelong Li

discriminative model boosting probabilistic logic categorization image segmentation +8 more

IEEE Transactions on Neural Networks 32 citations Published 2015-08-01
Human-Like Behavior Generation Based on Head-Arms Model for Robot Tracking External Targets and Body Parts (2015)

Zhijun Zhang Aryel Beck Nadia Magnenat-Thalmann

humanoid robot robot kinematics social robot robot robotics +6 more

IEEE Transactions on Systems, Man, and Cybernetics 70 citations Published 2015-08-01
Greedy pursuits assisted basis pursuit for compressive sensing (2015)

Sathiya Narayanan Sujit Kumar Sahoo Anamitra Makur

basis pursuit basis pursuit denoising matching pursuit compressed sensing signal processing +6 more

2015 23rd European Signal Processing Conference (EUSIPCO) 16 citations Published 2015-08-01
Glaucoma detection based on deep convolutional neural network (2015)

Xiangyu Chen Yanwu Xu Damon Wing Kee Wong Tien Yin Wong Jiang Liu

deep learning convolutional neural network glaucoma artificial neural network receiver operating characteristic +4 more

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 191 citations Published 2015-08-01
Disease Inference from Health-Related Questions via Sparse Deep Learning (2015)

Liqiang Nie Meng Wang Luming Zhang Shuicheng Yan Bo Zhang Tat-Seng Chua

information needs deep learning inference vocabulary complete information +6 more

IEEE Transactions on Knowledge and Data Engineering 150 citations Published 2015-08-01
Brain tumor grading based on Neural Networks and Convolutional Neural Networks (2015)

Yuehao Pan Weimin Huang Zhiping Lin Wanzheng Zhu Jiayin Zhou Jocelyn Wong Zhongxiang Ding

deep learning artificial neural network convolutional neural network machine learning test data +6 more

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 108 citations Published 2015-08-01

Previous Next

Learning reduced-order feedback policies for motion skills (2015)

Wavelet Kernel Local Fisher Discriminant Analysis With Particle Swarm Optimization Algorithm for Bearing Defect Classification (2015)

Sparse representation for frequency warping based voice conversion (2015)

Perceptual Quality Assessment of Screen Content Images (2015)

Neural modeling of sequential inferences and learning over episodic memory (2015)

Multi-Spectral Fusion Based Approach for Arbitrarily Oriented Scene Text Detection in Video Images (2015)

Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems (2015)

Sparse Representation-Based ISAR Imaging Using Markov Random Fields (2015)

Shape reconstruction for wire-driven flexible robots based on Bézier curve and electromagnetic positioning (2015)

Saliency-driven image classification method based on histogram mining and image score (2015)

Red lesion detection in retinal fundus images using Frangi-based filters (2015)

Parallel convolutional-linear neural network for motor imagery classification (2015)

Optimal and secure audio watermarking scheme based on self-adaptive particle swarm optimization and quaternion wavelet transform (2015)

Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization (2015)

Learning a Probabilistic Topology Discovering Model for Scene Categorization (2015)

Human-Like Behavior Generation Based on Head-Arms Model for Robot Tracking External Targets and Body Parts (2015)

Greedy pursuits assisted basis pursuit for compressive sensing (2015)

Glaucoma detection based on deep convolutional neural network (2015)

Disease Inference from Health-Related Questions via Sparse Deep Learning (2015)

Brain tumor grading based on Neural Networks and Convolutional Neural Networks (2015)