Publications - Machine Learning SG

Exploring Principles-of-Art Features For Image Emotion Recognition (2014)

Sicheng Zhao Yue Gao Xiaolei Jiang Hongxun Yao Tat-Seng Chua Xiaoshuai Sun

international affective picture system feature contextual image classification natural language processing photography +7 more

Proceedings of the 22nd ACM international conference on Multimedia 200 citations Published 2014-11-03
Dynamic Clustering of Contextual Multi-Armed Bandits (2014)

Trong T. Nguyen Hady W. Lauw

cluster analysis multi armed bandit recommender system population machine learning +4 more

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management 28 citations Published 2014-11-03
Deep Search with Attribute-aware Deep Network (2014)

Junshi Huang Wei Xia Shuicheng Yan

deep belief network convolutional neural network visual appearance tree structure classifier +5 more

Proceedings of the 22nd ACM international conference on Multimedia 13 citations Published 2014-11-03
Deep Learning for Content-Based Image Retrieval: A Comprehensive Study (2014)

Ji Wan Dayong Wang Steven Chu Hong Hoi Pengcheng Wu Jianke Zhu Yongdong Zhang Jintao Li

content based image retrieval semantic gap deep learning image retrieval convolutional neural network +6 more

Proceedings of the 22nd ACM international conference on Multimedia 767 citations Published 2014-11-03
Cross-Media Hashing with Neural Networks (2014)

Yueting Zhuang Zhou Yu Wei Wang Fei Wu Siliang Tang Jian Shao

dynamic perfect hashing feature hashing locality sensitive hashing universal hashing hash function +6 more

Proceedings of the 22nd ACM international conference on Multimedia 29 citations Published 2014-11-03
Co-Saliency Detection via Base Reconstruction (2014)

Xiaochun Cao Yupeng Cheng Zhiqiang Tao Huazhu Fu

feature vector salience pattern recognition computer vision computer science +3 more

Proceedings of the 22nd ACM international conference on Multimedia 20 citations Published 2014-11-03
Calibrating Independent Component Analysis with Laplacian Reference for Real-Time EEG Artifact Removal (2014)

Hussein A. Abbass Hussein A. Abbass

independent component analysis audio signal processing electroencephalography preprocessor pattern recognition +6 more

International Conference on Neural Information Processing 14 citations Published 2014-11-03
Boosting cross-media retrieval via visual-auditory feature analysis and relevance feedback (2014)

Hong Zhang Junsong Yuan Xingyu Gao Zhenyu Chen

relevance feedback similarity measure boosting semantics metric +7 more

Proceedings of the 22nd ACM international conference on Multimedia 16 citations Published 2014-11-03
SAR image change detection using regularized dictionary learning and fuzzy clustering (2014)

Chujian Bi Haoxiang Wang Rui Bao

k svd fuzzy clustering change detection synthetic aperture radar robustness +6 more

2014 IEEE 3rd International Conference on Cloud Computing and Intelligence Systems 79 citations Published 2014-11-01
Regression-based context-dependent modeling of deep neural networks for speech recognition (2014)

Guangsen Wang Khe Chai Sim

regression analysis cluster analysis softmax function triphone multinomial logistic regression +7 more

IEEE Transactions on Audio, Speech, and Language Processing 12 citations Published 2014-11-01
Online Transfer Learning (2014)

Peilin Zhao Steven C.H. Hoi Jialei Wang Bin Li

transfer of learning feature vector data stream mining machine learning computer science +6 more

Artificial Intelligence 74 citations Published 2014-11-01
On Multiple Image Group Cosegmentation (2014)

Fanman Meng Jianfei Cai Hongliang Li

markov random field mixture model segmentation pattern recognition prior probability +6 more

Asian Conference on Computer Vision 11 citations Published 2014-11-01
Multi-feature multi-manifold learning for single-sample face recognition (2014)

Haibin Yan Jiwen Lu Xiuzhuang Zhou Yuanyuan Shang

three dimensional face recognition facial recognition system discriminative model nonlinear dimensionality reduction pattern recognition +7 more

Neurocomputing 52 citations Published 2014-11-01
Multi level causal relation identification using extended features (2014)

Xuefeng Yang Kezhi Mao

relationship extraction noun phrase information extraction natural language knowledge extraction +6 more

Expert Systems With Applications 14 citations Published 2014-11-01
Large Margin Multi-metric Learning for Face and Kinship Verification in the Wild (2014)

Junlin Hu Jiwen Lu Junsong Yuan Yap-Peng Tan

mahalanobis distance discriminative model machine learning computer science kinship +3 more

Asian Conference on Computer Vision 147 citations Published 2014-11-01
Forecasting Events Using an Augmented Hidden Conditional Random Field (2014)

Xinyu Wei Xinyu Wei Patrick Lucey Stephen Vidas Stephen Vidas Stuart Morgan Sridha Sridharan

conditional random field dynamic bayesian network machine learning semantics computer science +5 more

Asian Conference on Computer Vision 14 citations Published 2014-11-01
Evaluation of Descriptors and Distance Measures on Benchmarks and First-Person-View Videos for Face Identification (2014)

Bappaditya Mandal Wang Zhikai Liyuan Li Ashraf A. Kassim

distance measures local binary patterns jaccard index scale invariant feature transform facial recognition system +6 more

Asian Conference on Computer Vision 12 citations Published 2014-11-01
Discriminative Orderlet Mining for Real-Time Recognition of Human-Object Interaction (2014)

Gang Yu Zicheng Liu Junsong Yuan

discriminative model depth map pattern recognition artificial intelligence computer science +4 more

Asian Conference on Computer Vision 149 citations Published 2014-11-01
CovGa: A novel descriptor based on symmetry of regions for head pose estimation (2014)

Bingpeng Ma Annan Li Xiujuan Chai Shiguang Shan

covariance covariance matrix pose yaw pattern recognition +4 more

Neurocomputing 22 citations Published 2014-11-01
Activity Recognition in Egocentric Life-Logging Videos (2014)

Sibo Song Vijay Chandrasekhar Ngai-Man Cheung Sanath Narayan Liyuan Li Joo-Hwee Lim

activity recognition wearable computer human computer interaction multimedia optical flow +4 more

Asian Conference on Computer Vision 23 citations Published 2014-11-01

Previous Next

Exploring Principles-of-Art Features For Image Emotion Recognition (2014)

Dynamic Clustering of Contextual Multi-Armed Bandits (2014)

Deep Search with Attribute-aware Deep Network (2014)

Deep Learning for Content-Based Image Retrieval: A Comprehensive Study (2014)

Cross-Media Hashing with Neural Networks (2014)

Co-Saliency Detection via Base Reconstruction (2014)

Calibrating Independent Component Analysis with Laplacian Reference for Real-Time EEG Artifact Removal (2014)

Boosting cross-media retrieval via visual-auditory feature analysis and relevance feedback (2014)

SAR image change detection using regularized dictionary learning and fuzzy clustering (2014)

Regression-based context-dependent modeling of deep neural networks for speech recognition (2014)

Online Transfer Learning (2014)

On Multiple Image Group Cosegmentation (2014)

Multi-feature multi-manifold learning for single-sample face recognition (2014)

Multi level causal relation identification using extended features (2014)

Large Margin Multi-metric Learning for Face and Kinship Verification in the Wild (2014)

Forecasting Events Using an Augmented Hidden Conditional Random Field (2014)

Evaluation of Descriptors and Distance Measures on Benchmarks and First-Person-View Videos for Face Identification (2014)

Discriminative Orderlet Mining for Real-Time Recognition of Human-Object Interaction (2014)

CovGa: A novel descriptor based on symmetry of regions for head pose estimation (2014)

Activity Recognition in Egocentric Life-Logging Videos (2014)