Publications - Machine Learning SG

Single Sample Face Recognition via Learning Deep Supervised Autoencoders (2015)

S. Gao Y. Zhang K. Jia J. Lu

autoencoder three dimensional face recognition facial recognition system deep learning feature extraction +6 more

IEEE Transactions on Information Forensics and Security 172 citations Published 2015-06-16
Modeling of steelmaking process with effective machine learning techniques (2015)

Dipak Laha Ye Ren P.N. Suganthan

competitive learning steelmaking artificial neural network support vector machine statistical model +6 more

Expert Systems With Applications 33 citations Published 2015-06-15
Indoor localization using smartphone sensors and iBeacons (2015)

Zhenghua Chen Qingchang Zhu Hao Jiang Yeng Chai Soh

ibeacon dead reckoning gps signals global positioning system robustness +6 more

2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA) 58 citations Published 2015-06-15
Cross-Speed Gait Recognition Using Speed-Invariant Gait Templates and Globality–Locality Preserving Projections (2015)

S. Huang A. Elgammal J. Lu D. Yang

nonlinear dimensionality reduction thin plate spline interpolation laplacian matrix feature vector +6 more

IEEE Transactions on Information Forensics and Security 18 citations Published 2015-06-12
Cognitive workload modulation through degraded visual stimuli: a single-trial EEG study (2015)

K Yu K Yu I Prasad H Mir N Thakor N Thakor H Al-Nashash H Al-Nashash

workload electroencephalography visual perception speech recognition computer vision +6 more

Journal of Neural Engineering 13 citations Published 2015-06-12
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning (2015)

Xinting Gao Stephen Lin Tien Yin Wong

feature feature learning deep learning feature extraction support vector machine +7 more

IEEE Transactions on Biomedical Engineering 103 citations Published 2015-06-11
Fashion Parsing With Video Context (2015)

Si Liu Xiaodan Liang Luoqi Liu Ke Lu Liang Lin Xiaochun Cao Shuicheng Yan

parsing pose supervised learning feature extraction machine learning +6 more

IEEE Transactions on Multimedia 59 citations Published 2015-06-10
A New Technique for Multi-Oriented Scene Text Line Detection and Tracking in Video (2015)

Liang Wu Palaiahnakote Shivakumara Tong Lu Chew Lim Tan

video tracking feature extraction delaunay triangulation triangulation histogram +7 more

IEEE Transactions on Multimedia 55 citations Published 2015-06-10
Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph (2015)

Huazhu Fu Dong Xu Bao Zhang Stephen Lin Rabab Kreidieh Ward

image segmentation electronic mail feature extraction segmentation computer vision +7 more

IEEE Transactions on Image Processing 73 citations Published 2015-06-09
Bayesian reinforcement learning for energy harvesting communication systems with uncertainty (2015)

Yong Xiao Zhu Han Dusit Niyato Chau Yuen

transmitter power output reinforcement learning transmitter markov decision process network packet +7 more

2015 IEEE International Conference on Communications (ICC) 13 citations Published 2015-06-08
Visual recognition by learning from web data: A weakly supervised domain generalization approach (2015)

Li Niu Wen Li Dong Xu

classifier machine learning pattern recognition computer science artificial intelligence +2 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 55 citations Published 2015-06-07
Structural Sparse Tracking (2015)

Tianzhu Zhang Si Liu Changsheng Xu Shuicheng Yan Bernard Ghanem Narendra Ahuja Ming-Hsuan Yang

sparse approximation eye tracking pattern recognition computer vision computer science +4 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 193 citations Published 2015-06-07
SOLD: Sub-optimal low-rank decomposition for efficient video segmentation (2015)

Chenglong Li Liang Lin Wangmeng Zuo Shuicheng Yan Jin Tang

video denoising rank robustness segmentation discriminative model +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 59 citations Published 2015-06-07
Simultaneous video defogging and stereo reconstruction (2015)

Zhuwen Li Ping Tan Robby T. Tan Danping Zou Steven Zhiying Zhou Loong-Fah Cheong

depth perception computer vision latent image smoothness laplace operator +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 84 citations Published 2015-06-07
Simultaneous feature learning and hash coding with deep neural networks (2015)

Hanjiang Lai Yan Pan Ye Liu Shuicheng Yan

feature hashing dynamic perfect hashing hash table universal hashing hash function +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 636 citations Published 2015-06-07
Shape driven kernel adaptation in Convolutional Neural Network for robust facial trait recognition (2015)

Shaoxin Li Junliang Xing Zhiheng Niu Shiguang Shan Shuicheng Yan

convolutional neural network kernel pattern recognition landmark computer science +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 32 citations Published 2015-06-07
SALICON: Saliency in Context (2015)

Ming Jiang Shengsheng Huang Juanyong Duan Qi Zhao

salience eye tracking peripheral vision data collection machine learning +5 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 394 citations Published 2015-06-07
Reliable Patch Trackers: Robust visual tracking by exploiting reliable patches (2015)

Yang Li Jianke Zhu Steven C.H. Hoi

tracking system minimum bounding box particle filter initialization eye tracking +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 347 citations Published 2015-06-07
Real-time part-based visual tracking via adaptive correlation filters (2015)

Ting Liu Gang Wang Qingxiong Yang

video tracking tracking system eye tracking bittorrent tracker computer vision +7 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 379 citations Published 2015-06-07
Object-based RGBD image co-segmentation with mutex constraint (2015)

Huazhu Fu Dong Xu Stephen Lin Jiang Liu

semaphore segmentation rgb color model computer vision pattern recognition +7 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 100 citations Published 2015-06-07

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Single Sample Face Recognition via Learning Deep Supervised Autoencoders (2015)

Modeling of steelmaking process with effective machine learning techniques (2015)

Indoor localization using smartphone sensors and iBeacons (2015)

Cross-Speed Gait Recognition Using Speed-Invariant Gait Templates and Globality–Locality Preserving Projections (2015)

Cognitive workload modulation through degraded visual stimuli: a single-trial EEG study (2015)

Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning (2015)

Fashion Parsing With Video Context (2015)

A New Technique for Multi-Oriented Scene Text Line Detection and Tracking in Video (2015)

Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph (2015)

Bayesian reinforcement learning for energy harvesting communication systems with uncertainty (2015)

Visual recognition by learning from web data: A weakly supervised domain generalization approach (2015)

Structural Sparse Tracking (2015)

SOLD: Sub-optimal low-rank decomposition for efficient video segmentation (2015)

Simultaneous video defogging and stereo reconstruction (2015)

Simultaneous feature learning and hash coding with deep neural networks (2015)

Shape driven kernel adaptation in Convolutional Neural Network for robust facial trait recognition (2015)

SALICON: Saliency in Context (2015)

Reliable Patch Trackers: Robust visual tracking by exploiting reliable patches (2015)

Real-time part-based visual tracking via adaptive correlation filters (2015)

Object-based RGBD image co-segmentation with mutex constraint (2015)