Publications - Machine Learning SG

Supervised term weighting centroid-based classifiers for text categorization (2013)

Tam T. Nguyen Kuiyu Chang Siu Cheung Hui

jensen shannon divergence weighting support vector machine classifier kullback leibler divergence +7 more

Knowledge and Information Systems 23 citations Published 2013-10-22
cellXpress : a fast and user-friendly software platform for profiling cellular phenotypes (2013)

Danai Laksameethanasan Rui Zhen Tan Geraldine Wei-Ling Toh Geraldine Wei-Ling Toh Lit-Hsin Loo Lit-Hsin Loo

profiling software discriminative model pattern recognition dna microarray +6 more

BMC Bioinformatics 19 citations Published 2013-10-22
Temporal encoded F-formation system for social interaction detection (2013)

Tian Gan Yongkang Wong Daqing Zhang Mohan S. Kankanhalli

social computing ranking synthetic data social relation human computer interaction +5 more

Proceedings of the 21st ACM international conference on Multimedia 41 citations Published 2013-10-21
Static saliency vs. dynamic saliency: a comparative study (2013)

Tam V. Nguyen Mengdi Xu Guangyu Gao Mohan Kankanhalli Qi Tian Shuicheng Yan

salience closed captioning zoom computer vision cinematography +4 more

Proceedings of the 21st ACM international conference on Multimedia 50 citations Published 2013-10-21
Spatio-temporal fisher vector coding for surveillance event detection (2013)

Qiang Chen Yang Cai Lisa Brown Ankur Datta Quanfu Fan Rogerio Feris Shuicheng Yan Alex Hauptmann Sharath Pankanti

trecvid mixture model contextual image classification linear model histogram +7 more

Proceedings of the 21st ACM international conference on Multimedia 13 citations Published 2013-10-21
Second Order Online Collaborative Filtering (2013)

Jing Lu Steven C. H. Hoi Jialei Wang Peilin Zhao

recommender system collaborative filtering machine learning computer science retraining +4 more

Asian Conference on Machine Learning 20 citations Published 2013-10-21
Scale based region growing for scene text detection (2013)

Junhua Mao Houqiang Li Wengang Zhou Shuicheng Yan Qi Tian

region growing scale invariant feature transform font computer vision pattern recognition +7 more

Proceedings of the 21st ACM international conference on Multimedia 22 citations Published 2013-10-21
Salient object detection in videos by optimal spatio-temporal path discovery (2013)

Ye Luo Junsong Yuan

salient object detection salience computer vision pattern recognition +6 more

Proceedings of the 21st ACM international conference on Multimedia 12 citations Published 2013-10-21
Online multimodal deep similarity learning with application to image retrieval (2013)

Pengcheng Wu Steven C.H. Hoi Hao Xia Peilin Zhao Dayong Wang Chunyan Miao

similarity learning semi supervised learning online machine learning active learning deep learning +6 more

Proceedings of the 21st ACM international conference on Multimedia 170 citations Published 2013-10-21
Human activities recognition using depth images (2013)

Raj Gupta Alex Yong-Sang Chia Deepu Rajan

discriminative model segmentation cluster analysis color image classifier +7 more

Proceedings of the 21st ACM international conference on Multimedia 68 citations Published 2013-10-21
Cross-media semantic representation via bi-directional learning to rank (2013)

Fei Wu Xinyan Lu Zhongfei Zhang Shuicheng Yan Yong Rui Yueting Zhuang

ranking svm ranking learning to rank ranking multimedia information retrieval +6 more

Proceedings of the 21st ACM international conference on Multimedia 103 citations Published 2013-10-21
Online multi-task collaborative filtering for on-the-fly recommender systems (2013)

Jialei Wang Steven C.H. Hoi Peilin Zhao Zhi-Yong Liu

recommender system collaborative filtering multi task learning scalability machine learning +7 more

Proceedings of the 7th ACM conference on Recommender systems 29 citations Published 2013-10-12
Micro-doppler feature extraction for wideband imaging radar based on complex image orthogonal matching pursuit decomposition (2013)

Ying Luo Qun Zhang Chengwei Qiu Song Li Tat Soon Yeo

radar imaging feature extraction doppler radar matching pursuit radar +7 more

Iet Radar Sonar and Navigation 32 citations Published 2013-10-08
In vivo optic nerve head biomechanics: performance testing of a three-dimensional tracking algorithm. (2013)

Michaël J. A. Girard Michaël J. A. Girard Nicholas G. Strouthidis Adrien Desjardins Jean Martial Mari Jean Martial Mari C. Ross Ethier C. Ross Ethier

optic disk speckle noise signal averaging optical coherence tomography robustness +7 more

Journal of the Royal Society Interface 42 citations Published 2013-10-06
Human-virtual human interaction by upper body gesture understanding (2013)

Yang Xiao Junsong Yuan Daniel Thalmann

gesture recognition gesture body language virtual actor human head +6 more

Proceedings of the 19th ACM Symposium on Virtual Reality Software and Technology 21 citations Published 2013-10-06
Virtual camera calibration and stereo correspondence of single-lens bi-prism stereovision system using geometrical approach (2013)

Kah Bin Lim Wei Loon Kee Daolei Wang

epipolar geometry correspondence problem computer vision calibration refraction +6 more

Signal Processing-image Communication 16 citations Published 2013-10-01
Video Anomaly Search in Crowded Scenes via Spatio-Temporal Motion Context (2013)

Yang Cong Junsong Yuan Yandong Tang

video tracking block matching algorithm motion compensation anomaly detection segmentation +6 more

IEEE Transactions on Information Forensics and Security 112 citations Published 2013-10-01
The unified extreme learning machines and discriminative random fields for automatic knee cartilage and meniscus segmentation from multi-contrast MR images (2013)

Kunlei Zhang Wenmiao Lu Pina Marziliano

segmentation discriminative model extreme learning machine voxel belief propagation +6 more

machine vision applications 15 citations Published 2013-10-01
Predictive Handling of Asynchronous Concept Drifts in Distributed Environments (2013)

Hock Hee Ang V. Gopalkrishnan I. Zliobaite M. Pechenizkiy S. C. H. Hoi

asynchronous communication concept drift distributed computing environment distributed database data modeling +6 more

IEEE Transactions on Knowledge and Data Engineering 18 citations Published 2013-10-01
Nonlinear Camera Response Functions and Image Deblurring: Theoretical Analysis and Practice (2013)

Yu-Wing Tai Xiaogang Chen Sunyeong Kim Seon Joo Kim Feng Li Jie Yang Jingyi Yu Y. Matsushita M. S. Brown

deblurring blind deconvolution image restoration deconvolution point spread function +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 71 citations Published 2013-10-01

Previous Next

Supervised term weighting centroid-based classifiers for text categorization (2013)

cellXpress : a fast and user-friendly software platform for profiling cellular phenotypes (2013)

Temporal encoded F-formation system for social interaction detection (2013)

Static saliency vs. dynamic saliency: a comparative study (2013)

Spatio-temporal fisher vector coding for surveillance event detection (2013)

Second Order Online Collaborative Filtering (2013)

Scale based region growing for scene text detection (2013)

Salient object detection in videos by optimal spatio-temporal path discovery (2013)

Online multimodal deep similarity learning with application to image retrieval (2013)

Human activities recognition using depth images (2013)

Cross-media semantic representation via bi-directional learning to rank (2013)

Online multi-task collaborative filtering for on-the-fly recommender systems (2013)

Micro-doppler feature extraction for wideband imaging radar based on complex image orthogonal matching pursuit decomposition (2013)

In vivo optic nerve head biomechanics: performance testing of a three-dimensional tracking algorithm. (2013)

Human-virtual human interaction by upper body gesture understanding (2013)

Virtual camera calibration and stereo correspondence of single-lens bi-prism stereovision system using geometrical approach (2013)

Video Anomaly Search in Crowded Scenes via Spatio-Temporal Motion Context (2013)

The unified extreme learning machines and discriminative random fields for automatic knee cartilage and meniscus segmentation from multi-contrast MR images (2013)

Predictive Handling of Asynchronous Concept Drifts in Distributed Environments (2013)

Nonlinear Camera Response Functions and Image Deblurring: Theoretical Analysis and Practice (2013)