Publications - Machine Learning SG

3D Reconstruction of Dynamic Scenes with Multiple Handheld Cameras (2012)

Hanqing Jiang Haomin Liu Ping Tan Guofeng Zhang Hujun Bao

3d reconstruction segmentation computer vision computer graphics images energy minimization +5 more

Proceedings, Part II, of the 12th European Conference on Computer Vision --- ECCV 2012 - Volume 7573 28 citations Published 2012-10-07
Visual Classification With Multitask Joint Sparse Representation (2012)

Xiao-Tong Yuan Xiaobai Liu Shuicheng Yan

sparse approximation contextual image classification facial recognition system proximal gradient methods kernel +7 more

IEEE Transactions on Image Processing 691 citations Published 2012-10-01
Vehicle license plate super-resolution using soft learning prior (2012)

Yushuang Tian Kim-Hui Yap Yu He

optical character recognition interpolation computer vision license computer science +5 more

Multimedia Tools and Applications 22 citations Published 2012-10-01
Two-dimensional histogram equalization and contrast enhancement (2012)

Turgay Celik

adaptive histogram equalization histogram matching histogram equalization image histogram color normalization +7 more

Pattern Recognition 156 citations Published 2012-10-01
Robust Multiperson Detection and Tracking for Mobile Service and Social Robots (2012)

Liyuan Li Shuicheng Yan Xinguo Yu Yeow Kee Tan Haizhou Li

video tracking tracking system robustness mobile robot object detection +7 more

systems man and cybernetics 21 citations Published 2012-10-01
Positive-unlabeled learning for disease gene identification (2012)

Peng Yang Xiao-Li Li Jian-Ping Mei Chee-Keong Kwoh See-Kiong Ng

test set support vector machine classifier machine learning executable +6 more

Bioinformatics 139 citations Published 2012-10-01
On the simultaneous recognition of identity and expression from BU-3DFE datasets (2012)

Yedatore V. Venkatesh Ashraf A. Kassim Jun Yuan Tan Dat Nguyen

linear combination bilinear interpolation matrix linear model algebraic operation +6 more

Pattern Recognition Letters 17 citations Published 2012-10-01
On Combining Multiple Features for Cartoon Character Retrieval and Clip Synthesis (2012)

Jun Yu Dongquan Liu Dacheng Tao Hock Soon Seah

feature extraction image retrieval color histogram computer animation animation +6 more

systems man and cybernetics 148 citations Published 2012-10-01
Multi-group coordination control for robot swarms (2012)

R. Haghighi C.C. Cheah

robot control system distributed computing artificial intelligence engineering +3 more

Automatica 68 citations Published 2012-10-01
Efficient optic cup detection from intra-image learning with retinal structure priors (2012)

Yanwu Xu Jiang Liu Stephen Lin Dong Xu Carol Y. Cheung Tin Aung Tien Yin Wong

optic cup standard test image fundus pixel speedup +6 more

MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I 31 citations Published 2012-10-01
Efficient HIK SVM Learning for Image Classification (2012)

Jianxin Wu

support vector machine contextual image classification image processing coordinate descent histogram +7 more

IEEE Transactions on Image Processing 52 citations Published 2012-10-01
A hybrid particle swarm optimization based fuzzy expert system for the diagnosis of coronary artery disease (2012)

S. Muthukaruppan M. J. Er

fuzzy classification fuzzy rule membership function fuzzy logic expert system +6 more

Expert Systems With Applications 152 citations Published 2012-10-01
EEG-based Valence Level Recognition for Real-Time Applications (2012)

Yisi Liu Olga Sourina

statistical classification valence affect electroencephalography pattern recognition +6 more

2012 International Conference on Cyberworlds 17 citations Published 2012-09-25
Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold (2012)

Jun Cheng Dacheng Tao Jiang Liu D. W. K. Wong Ngan-Meng Tan Tien Yin Wong Seang Mei Saw

feature extraction optic disk image segmentation transfer of learning linear discriminant analysis +6 more

IEEE Transactions on Medical Imaging 20 citations Published 2012-09-10
To what extent could we detect field defects? an empirical study of false negatives in static bug finding tools (2012)

Ferdian Thung Lucia David Lo Lingxiao Jiang Foyzur Rahman Premkumar T. Devanbu

false positive paradox software quality aspectj software empirical research +6 more

2012 Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering 32 citations Published 2012-09-03
The predictive Lasso (2012)

Minh-Ngoc Tran David J. Nott Chenlei Leng

lasso feature selection kullback leibler divergence generalized linear model divergence +5 more

Statistics and Computing 12 citations Published 2012-09-01
Semi-supervised distance metric learning based on local linear regression for data clustering (2012)

Hong Zhang Jun Yu Meng Wang Yun Liu

semi supervised learning metric feature vector cluster analysis discriminative model +7 more

Neurocomputing 27 citations Published 2012-09-01
Scale-space texture description on SIFT-like textons (2012)

Yong Xu Sibin Huang Hui Ji Cornelia FermüLler

local binary patterns texture filtering image texture scale space scale invariant feature transform +7 more

Computer Vision and Image Understanding 106 citations Published 2012-09-01
Saliency Detection in the Compressed Domain for Adaptive Image Retargeting (2012)

Yuming Fang Zhenzhong Chen Weisi Lin Chia-Wen Lin

image processing seam carving jpeg feature extraction discrete cosine transform +7 more

IEEE Transactions on Image Processing 302 citations Published 2012-09-01
Online map-matching based on Hidden Markov model for real-time traffic sensing applications (2012)

C.Y. Goh J. Dauwels N. Mitrovic M. T. Asif A. Oran P. Jaillet

map matching intelligent transportation system global positioning system markov process hidden markov model +7 more

2012 15th International IEEE Conference on Intelligent Transportation Systems 222 citations Published 2012-09-01

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3D Reconstruction of Dynamic Scenes with Multiple Handheld Cameras (2012)

Visual Classification With Multitask Joint Sparse Representation (2012)

Vehicle license plate super-resolution using soft learning prior (2012)

Two-dimensional histogram equalization and contrast enhancement (2012)

Robust Multiperson Detection and Tracking for Mobile Service and Social Robots (2012)

Positive-unlabeled learning for disease gene identification (2012)

On the simultaneous recognition of identity and expression from BU-3DFE datasets (2012)

On Combining Multiple Features for Cartoon Character Retrieval and Clip Synthesis (2012)

Multi-group coordination control for robot swarms (2012)

Efficient optic cup detection from intra-image learning with retinal structure priors (2012)

Efficient HIK SVM Learning for Image Classification (2012)

A hybrid particle swarm optimization based fuzzy expert system for the diagnosis of coronary artery disease (2012)

EEG-based Valence Level Recognition for Real-Time Applications (2012)

Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold (2012)

To what extent could we detect field defects? an empirical study of false negatives in static bug finding tools (2012)

The predictive Lasso (2012)

Semi-supervised distance metric learning based on local linear regression for data clustering (2012)

Scale-space texture description on SIFT-like textons (2012)

Saliency Detection in the Compressed Domain for Adaptive Image Retargeting (2012)

Online map-matching based on Hidden Markov model for real-time traffic sensing applications (2012)