Publications - Machine Learning SG

A basis coupled evolving spiking neural network with afferent input neurons (2013)

D. Shirin R. Savitha S. Suresh

spiking neural network winner take all random neural network echo state network biological neuron model +6 more

The 2013 International Joint Conference on Neural Networks (IJCNN) 13 citations Published 2013-08-01
Learning to name faces: a multimodal learning scheme for search-based face annotation (2013)

Dayong Wang Steven C.H. Hoi Pengcheng Wu Jianke Zhu Ying He Chunyan Miao

image retrieval face hallucination multimodal learning learning to rank supervised learning +7 more

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval 15 citations Published 2013-07-28
Exploiting hybrid contexts for Tweet segmentation (2013)

Chenliang Li Aixin Sun Jianshu Weng Qi He

named entity recognition segmentation natural language processing dissemination computer science +4 more

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval 18 citations Published 2013-07-28
Bundled camera paths for video stabilization (2013)

Shuaicheng Liu Lu Yuan Ping Tan Jian Sun

motion estimation camera auto calibration image stabilization rolling shutter smoothing +6 more

international conference on computer graphics and interactive techniques 253 citations Published 2013-07-21
Control of rotational dynamics for ground behaviors (2013)

David F. Brown Adriano Macchietto KangKang Yin Victor Zordan

angular velocity angular momentum animation novelty computer vision +4 more

Proceedings of the 12th ACM SIGGRAPH/Eurographics Symposium on Computer Animation 13 citations Published 2013-07-19
Visually significant QR codes: Image blending and statistical analysis (2013)

Zachi Baharav Ramakrishna Kakarala

error detection and correction visualization decoding methods hyperlink software +6 more

2013 IEEE International Conference on Multimedia and Expo (ICME) 57 citations Published 2013-07-15
Video saliency incorporating spatiotemporal cues and uncertainty weighting (2013)

Yuming Fang Zhou Wang Weisi Lin

kadir brady saliency detector salience weighting feature extraction prior probability +7 more

2013 IEEE International Conference on Multimedia and Expo (ICME) 20 citations Published 2013-07-15
Scale me, crop me, knowme not: Supporting scaling and cropping in secret image sharing (2013)

Manoranjan Mohanty Wei Tsang Ooi Pradeep K. Atrey

homomorphic secret sharing secure multi party computation image sharing image retrieval shadow +6 more

2013 IEEE International Conference on Multimedia and Expo (ICME) 57 citations Published 2013-07-15
A novel approach for partial blur detection and segmentation (2013)

Khosro Bahrami Alex C. Kot Jiayuan Fan

motion blur image restoration gaussian blur scale space segmentation image segmentation +5 more

2013 IEEE International Conference on Multimedia and Expo (ICME) 14 citations Published 2013-07-15
A benchmark for semantic image segmentation (2013)

Hui Li Jianfei Cai Thi Nhat Anh Nguyen Jianmin Zheng

scale space segmentation segmentation based object categorization image segmentation image texture minimum spanning tree based segmentation +7 more

2013 IEEE International Conference on Multimedia and Expo (ICME) 27 citations Published 2013-07-15
Data-efficient generalization of robot skills with contextual policy search (2013)

Andras Gabor Kupcsik Marc Peter Deisenroth Jan Peters Gerhard Neumann

robot learning robot robotics probabilistic logic artificial intelligence +5 more

AAAI'13 Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence 116 citations Published 2013-07-14
An Autonomous Star Recognition Algorithm with Optimized Database (2013)

M. D. Pham Kay-Soon Low Shoushun Chen

star catalogue search tree pixel grid data structure +7 more

IEEE Transactions on Aerospace and Electronic Systems 27 citations Published 2013-07-12
Crowding-based local differential evolution with speciation-based memory archive for dynamic multimodal optimization (2013)

Souvik Kundu Subhodip Biswas Swagatam Das Ponntuthurai N. Suganthan

evolutionary algorithm fitness landscape differential evolution population machine learning +3 more

Proceedings of the 15th annual conference on Genetic and evolutionary computation 15 citations Published 2013-07-06
Conditional restricted Boltzmann machine for voice conversion (2013)

Zhizheng Wu Eng Siong Chng Haizhou Li

statistical model transformation mixture model estimation theory distortion +6 more

2013 IEEE China Summit and International Conference on Signal and Information Processing 81 citations Published 2013-07-06
Requirement of Dissonance in Assisted Optimal State Discrimination (2013)

Fu-Lin Zhang Jing-Ling Chen Jing-Ling Chen Leong Chuan Kwek Leong Chuan Kwek Vlatko Vedral Vlatko Vedral

quantum information qubit quantum entanglement quantum state quantum +6 more

Scientific Reports 22 citations Published 2013-07-04
Physiological Tremor Estimation With Autoregressive (AR) Model and Kalman Filter for Robotics Applications (2013)

Sivanagaraja Tatinati Kalyana C. Veluvolu Sun-Mog Hong Win Tun Latt Wei Tech Ang

autoregressive model kalman filter system identification robotics pattern recognition +7 more

IEEE Sensors Journal 18 citations Published 2013-07-03
Liver tumor detection and segmentation using kernel-based extreme learning machine (2013)

Weimin Huang Ning Li Ziping Lin Guang-Bin Huang Weiwei Zong Jiayin Zhou Yuping Duan

novelty detection image segmentation scale space segmentation voxel region of interest +7 more

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 70 citations Published 2013-07-03
Improving session-to-session transfer performance of motor imagery-based BCI using adaptive extreme learning machine (2013)

Atieh Bamdadian Cuntai Guan Kai Keng Ang Jianxin Xu

extreme learning machine support vector machine motor imagery discriminative model brain computer interface +7 more

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 12 citations Published 2013-07-03
Automated anterior chamber angle localization and glaucoma type classification in OCT images (2013)

Yanwu Xu Jiang Liu Jun Cheng Beng Hai Lee Damon Wing Kee Wong Mani Baskaran Shamira Perera Tin Aung

image processing contextual image classification open angle glaucoma feature extraction optical coherence tomography +6 more

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 27 citations Published 2013-07-03
A tensorial approach to access cognitive workload related to mental arithmetic from EEG functional connectivity estimates (2013)

S. I. Dimitriadis Yu Sun K. Kwok N. A. Laskaris A. Bezerianos

elementary cognitive task pairwise comparison electroencephalography subspace topology machine learning +7 more

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 14 citations Published 2013-07-03

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A basis coupled evolving spiking neural network with afferent input neurons (2013)

Learning to name faces: a multimodal learning scheme for search-based face annotation (2013)

Exploiting hybrid contexts for Tweet segmentation (2013)

Bundled camera paths for video stabilization (2013)

Control of rotational dynamics for ground behaviors (2013)

Visually significant QR codes: Image blending and statistical analysis (2013)

Video saliency incorporating spatiotemporal cues and uncertainty weighting (2013)

Scale me, crop me, knowme not: Supporting scaling and cropping in secret image sharing (2013)

A novel approach for partial blur detection and segmentation (2013)

A benchmark for semantic image segmentation (2013)

Data-efficient generalization of robot skills with contextual policy search (2013)

An Autonomous Star Recognition Algorithm with Optimized Database (2013)

Crowding-based local differential evolution with speciation-based memory archive for dynamic multimodal optimization (2013)

Conditional restricted Boltzmann machine for voice conversion (2013)

Requirement of Dissonance in Assisted Optimal State Discrimination (2013)

Physiological Tremor Estimation With Autoregressive (AR) Model and Kalman Filter for Robotics Applications (2013)

Liver tumor detection and segmentation using kernel-based extreme learning machine (2013)

Improving session-to-session transfer performance of motor imagery-based BCI using adaptive extreme learning machine (2013)

Automated anterior chamber angle localization and glaucoma type classification in OCT images (2013)

A tensorial approach to access cognitive workload related to mental arithmetic from EEG functional connectivity estimates (2013)