Publications - Machine Learning SG

Multiple foreground recognition and cosegmentation: An object-oriented CRF model with robust higher-order potentials (2014)

Hongyuan Zhu Jiangbo Lu Jianfei Cai Jianming Zheng Nadia M. Thalmann

conditional random field cognitive neuroscience of visual object recognition image segmentation cut segmentation +7 more

IEEE Winter Conference on Applications of Computer Vision 20 citations Published 2014-03-24
Age group classification via structured fusion of uncertainty-driven shape features and selected surface features (2014)

Kuan-Hsien Liu Shuicheng Yan C.-C. Jay Kuo

feature extraction pattern recognition fusion performance improvement computer science +6 more

IEEE Winter Conference on Applications of Computer Vision 16 citations Published 2014-03-24
Mixing Tile Resolutions in Tiled Video: A Perceptual Quality Assessment (2014)

Hui Wang Vu-Thanh Nguyen Wei Tsang Ooi Mun Choon Chan

video quality video processing multiview video coding video tracking video compression picture types +7 more

Proceedings of Network and Operating System Support on Digital Audio and Video Workshop 34 citations Published 2014-03-19
Objective Quality Assessment for Image Retargeting Based on Perceptual Geometric Distortion and Information Loss (2014)

Chih-Chung Hsu Chia-Wen Lin Yuming Fang Weisi Lin

seam carving visualization computer vision pattern recognition perception +7 more

IEEE Journal of Selected Topics in Signal Processing 79 citations Published 2014-03-14
Design of a novel robotic over-ground walking device for gait rehabilitation (2014)

Kyung-Ryoul Mun Haoyong Yu Chi Zhu Manolo Sta Cruz

gait analysis motion control motion capture gait control system +7 more

2014 IEEE 13th International Workshop on Advanced Motion Control (AMC) 12 citations Published 2014-03-14
Actively Learning Human Gaze Shifting Paths for Semantics-Aware Photo Cropping (2014)

Luming Zhang Yue Gao Rongrong Ji Yingjie Xia Qionghai Dai Xuelong Li

salience semantics cropping photography human computer interaction +7 more

IEEE Transactions on Image Processing 94 citations Published 2014-03-13
Level set method for segmentation of infrared breast thermograms (2014)

N. Golestani M. EtehadTavakol E. Y. K. Ng

thermography image segmentation mammography segmentation level set method +7 more

Excli Journal 75 citations Published 2014-03-12
A parsimonious mixture of Gaussian trees model for oversampling in imbalanced and multimodal time-series classification. (2014)

Hong Cao Vincent Y. F. Tan John Z. F. Pang

mixture model statistical model oversampling support vector machine computational complexity theory +6 more

IEEE Transactions on Neural Networks 13 citations Published 2014-03-12
Learning Deep Hierarchical Visual Feature Coding (2014)

Hanlin Goh Nicolas Thome Matthieu Cord Joo-Hwee Lim

categorization neural coding bag of words model boltzmann machine coding +7 more

IEEE Transactions on Neural Networks 100 citations Published 2014-03-11
LBP-Based Edge-Texture Features for Object Recognition (2014)

Amit Satpathy Xudong Jiang How-Lung Eng

local binary patterns caltech 101 feature extraction cognitive neuroscience of visual object recognition image texture +7 more

IEEE Transactions on Image Processing 215 citations Published 2014-03-11
Flowing on Riemannian manifold: domain adaptation by shifting covariance. (2014)

Zhen Cui Wen Li Dong Xu Shiguang Shan Xilin Chen Xuelong Li

covariance matrix covariance principal component analysis geodesic concatenation +6 more

IEEE Transactions on Systems, Man, and Cybernetics 44 citations Published 2014-03-11
Robust face recognition via adaptive sparse representation. (2014)

Jing Wang Canyi Lu Meng Wang Peipei Li Shuicheng Yan Xuegang Hu

sparse approximation discriminative model facial recognition system robustness pattern recognition +7 more

IEEE Transactions on Systems, Man, and Cybernetics 208 citations Published 2014-03-06
Method of predicting acute cardiopulmonary events and survivability of a patient (2014)

Marcus Eng Hock Ong Zhiping Lin Wee Ser Guangbin Huang

artificial neuron artificial neural network survivability data mining artificial intelligence +3 more

70 citations Published 2014-03-06
Sparse Extreme Learning Machine for Classification (2014)

Zuo Bai Guang-Bin Huang Danwei Wang Han Wang M. Brandon Westover

extreme learning machine support vector machine binary classification computational complexity theory quadratic programming +6 more

IEEE Transactions on Systems, Man, and Cybernetics 193 citations Published 2014-03-05
Network In Network (2014)

Min Lin Qiang Chen Shuicheng Yan

multilayer perceptron activation function artificial neural network mnist database overfitting +6 more

ICLR 2014 : International Conference on Learning Representations (ICLR) 2014 1,526 citations Published 2014-03-04
Towards subject independent continuous sign language recognition (2014)

W.W. Kong Surendra Ranganath

sign language conditional random field gesture recognition classifier support vector machine +7 more

Pattern Recognition 68 citations Published 2014-03-01
The Chinese Lexicon Project: A repository of lexical decision behavioral responses for 2,500 Chinese characters (2014)

Wei Ping Sze Susan J. Rickard Liow Melvin J. Yap

chinese characters mandarin chinese chinese speech synthesis lexicon lexical decision task +7 more

Behavior Research Methods 31 citations Published 2014-03-01
Surveillance video analysis using compressive sensing with low latency (2014)

Hong Jiang Songqing Zhao Zuowei Shen Wei Deng Paul A. Wilford Raziel Haimi-Cohen

video tracking video denoising video compression picture types low latency sparse approximation +6 more

Bell Labs Technical Journal 23 citations Published 2014-03-01
Spectral-Spatial Constraint Hyperspectral Image Classification (2014)

Rongrong Ji Yue Gao Richang Hong Qiong Liu Dacheng Tao Xuelong Li

pixel connectivity contextual image classification hyperspectral imaging pixel feature vector +7 more

IEEE Transactions on Geoscience and Remote Sensing 206 citations Published 2014-03-01
Speaker state classification based on fusion of asymmetric simple partial least squares (SIMPLS) and support vector machines (2014)

Dong-Yan Huang Zhengchen Zhang Shuzhi Sam Ge

binary classification support vector machine classifier dimensionality reduction computational complexity theory +7 more

Computer Speech & Language 20 citations Published 2014-03-01

Previous Next

Multiple foreground recognition and cosegmentation: An object-oriented CRF model with robust higher-order potentials (2014)

Age group classification via structured fusion of uncertainty-driven shape features and selected surface features (2014)

Mixing Tile Resolutions in Tiled Video: A Perceptual Quality Assessment (2014)

Objective Quality Assessment for Image Retargeting Based on Perceptual Geometric Distortion and Information Loss (2014)

Design of a novel robotic over-ground walking device for gait rehabilitation (2014)

Actively Learning Human Gaze Shifting Paths for Semantics-Aware Photo Cropping (2014)

Level set method for segmentation of infrared breast thermograms (2014)

A parsimonious mixture of Gaussian trees model for oversampling in imbalanced and multimodal time-series classification. (2014)

Learning Deep Hierarchical Visual Feature Coding (2014)

LBP-Based Edge-Texture Features for Object Recognition (2014)

Flowing on Riemannian manifold: domain adaptation by shifting covariance. (2014)

Robust face recognition via adaptive sparse representation. (2014)

Method of predicting acute cardiopulmonary events and survivability of a patient (2014)

Sparse Extreme Learning Machine for Classification (2014)

Network In Network (2014)

Towards subject independent continuous sign language recognition (2014)

The Chinese Lexicon Project: A repository of lexical decision behavioral responses for 2,500 Chinese characters (2014)

Surveillance video analysis using compressive sensing with low latency (2014)

Spectral-Spatial Constraint Hyperspectral Image Classification (2014)

Speaker state classification based on fusion of asymmetric simple partial least squares (SIMPLS) and support vector machines (2014)