Publications - Machine Learning SG

Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation (2014)

Dayong Wang Steven C. H. Hoi Ying He Jianke Zhu

image retrieval cluster analysis content based image retrieval feature extraction approximation algorithm +7 more

IEEE Transactions on Knowledge and Data Engineering 103 citations Published 2014-01-01
Intrinsic Spectral Analysis Based on Temporal Context Features for Query-by-Example Spoken Term Detection (2014)

Peng Yang Cheung-Chi Leung Lei Xie Bin Ma Haizhou Li

speech corpus dynamic time warping timit coarticulation query by example +7 more

INTERSPEECH 19 citations Published 2014-01-01
Improved and promising identification of human MicroRNAs by incorporating a high-quality negative set (2014)

Leyi Wei Minghong Liao Yue Gao Rongrong Ji Zengyou He Quan Zou

data set test data support vector machine machine learning data mining +5 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 154 citations Published 2014-01-01
Human Identity and Gender Recognition From Gait Sequences With Arbitrary Walking Directions (2014)

Jiwen Lu Gang Wang Pierre Moulin

metric background subtraction feature extraction iterative reconstruction discriminative model +7 more

IEEE Transactions on Information Forensics and Security 178 citations Published 2014-01-01
Human Detection by Quadratic Classification on Subspace of Extended Histogram of Gradients (2014)

Amit Satpathy Xudong Jiang How-Lung Eng

histogram matching histogram of oriented gradients histogram mahalanobis distance contextual image classification +6 more

IEEE Transactions on Image Processing 74 citations Published 2014-01-01
Heterogeneous Domain Adaptation for Multiple Classes (2014)

Joey Tianyi Zhou Ivor W. Tsang Sinno Jialin Pan Mingkui Tan

transformation matrix binary classification compressed sensing weight pattern recognition +6 more

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics 121 citations Published 2014-01-01
Fusion of 3D-LIDAR and camera data for scene parsing (2014)

Gangqiang Zhao Xuhong Xiao Junsong Yuan Gee Wah Ng

sensor fusion video camera markov random field object detection parsing +7 more

Journal of Visual Communication and Image Representation 30 citations Published 2014-01-01
Fast communication: Hybrid constraint SVR for facial age estimation (2014)

Jianyi Liu Yao Ma Yao Ma Lixin Duan Fangfang Wang Yuehu Liu

support vector machine fuzzy logic machine learning artificial intelligence regression +5 more

Signal Processing 27 citations Published 2014-01-01
Fashion Parsing With Weak Color-Category Labels (2014)

Si Liu Jiashi Feng Csaba Domokos Hui Xu Junshi Huang Zhenzhen Hu Shuicheng Yan

parsing contextual image classification pose classifier inference +4 more

IEEE Transactions on Multimedia 166 citations Published 2014-01-01
Exploring V1 by modeling the perceptual quality of images. (2014)

Fan Zhang Wenfei Jiang Florent Autrusseau Weisi Lin

image quality visual cortex pooling pattern recognition perception +7 more

Journal of Vision 14 citations Published 2014-01-01
ENHANCING COLLABORATIVE FILTERING MUSIC RECOMMENDATION BY BALANCING EXPLORATION AND EXPLOITATION (2014)

Zhe Xing Xinxi Wang Ye Wang

collaborative filtering reinforcement learning graphical model bayesian inference novelty +4 more

ISMIR 12 citations Published 2014-01-01
Drift Compensation for Electronic Nose by Semi-Supervised Domain Adaption (2014)

Qihe Liu Xue Li Mao Ye Shuzhi Sam Ge Xiaosong Du

robustness kernel classifier pattern recognition computer science +6 more

IEEE Sensors Journal 56 citations Published 2014-01-01
Discovering joint audio---visual codewords for video event detection (2014)

I-Hong Jhuo Guangnan Ye Shenghua Gao Dong Liu Yu-Gang Jiang D. T. Lee Shih-Fu Chang

multiple kernel learning classifier pooling pattern recognition speech recognition +7 more

machine vision applications 35 citations Published 2014-01-01
Deformable Models in Medical Image Segmentation (2014)

Matthias Becker Nadia Magnenat-Thalmann Nadia Magnenat-Thalmann

scale space segmentation image segmentation hough transform segmentation medical imaging +6 more

3D Multiscale Physiological Human 13 citations Published 2014-01-01
Conditional random field with high-order dependencies for sequence labeling and segmentation (2014)

Nguyen Viet Cuong Nan Ye Wee Sun Lee Hai Leong Chieu

sequence labeling conditional random field inference computational complexity theory segmentation +4 more

Journal of Machine Learning Research 42 citations Published 2014-01-01
Computational intelligence in control (2014)

António E. B. Ruano Shuzhi Sam Ge Thierry-Marie Guerra Frank L. Lewis José C. Príncipe Matjaz Colnaric

computational intelligence artificial intelligence system intelligent control hyper heuristic reinforcement learning +5 more

Annual Reviews in Control 12 citations Published 2014-01-01
An individual-specific gait pattern prediction model based on generalized regression neural networks (2014)

Trieu Phat Luu K.H. Low Xingda Qu H.B. Lim K.H. Hoon

effect of gait parameters on energetic cost gait analysis preferred walking speed gait artificial neural network +7 more

Gait & Posture 31 citations Published 2014-01-01
An emotion understanding framework for intelligent agents based on episodic and semantic memories (2014)

Mohammad Kazemifard Nasser Ghasem-Aghaee Bryan L. Koenig Tuncer I. Ören

semantic memory emotional contagion episodic memory emotional intelligence cognition +6 more

Autonomous Agents and Multi-Agent Systems 12 citations Published 2014-01-01
An Analytical Model for Synthesis Distortion Estimation in 3D Video (2014)

Lu Fang Ngai-Man Cheung Dong Tian Anthony Vetro Huifang Sun Oscar C. Au

distortion video post processing rendering image quality image texture +6 more

IEEE Transactions on Image Processing 59 citations Published 2014-01-01
A Video Saliency Detection Model in Compressed Domain (2014)

Yuming Fang Weisi Lin Zhenzhong Chen Chia-Ming Tsai Chia-Wen Lin

motion compensation kadir brady saliency detector reference frame video compression picture types uncompressed video +7 more

IEEE Transactions on Circuits and Systems for Video Technology 207 citations Published 2014-01-01

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Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation (2014)

Intrinsic Spectral Analysis Based on Temporal Context Features for Query-by-Example Spoken Term Detection (2014)

Improved and promising identification of human MicroRNAs by incorporating a high-quality negative set (2014)

Human Identity and Gender Recognition From Gait Sequences With Arbitrary Walking Directions (2014)

Human Detection by Quadratic Classification on Subspace of Extended Histogram of Gradients (2014)

Heterogeneous Domain Adaptation for Multiple Classes (2014)

Fusion of 3D-LIDAR and camera data for scene parsing (2014)

Fast communication: Hybrid constraint SVR for facial age estimation (2014)

Fashion Parsing With Weak Color-Category Labels (2014)

Exploring V1 by modeling the perceptual quality of images. (2014)

ENHANCING COLLABORATIVE FILTERING MUSIC RECOMMENDATION BY BALANCING EXPLORATION AND EXPLOITATION (2014)

Drift Compensation for Electronic Nose by Semi-Supervised Domain Adaption (2014)

Discovering joint audio---visual codewords for video event detection (2014)

Deformable Models in Medical Image Segmentation (2014)

Conditional random field with high-order dependencies for sequence labeling and segmentation (2014)

Computational intelligence in control (2014)

An individual-specific gait pattern prediction model based on generalized regression neural networks (2014)

An emotion understanding framework for intelligent agents based on episodic and semantic memories (2014)

An Analytical Model for Synthesis Distortion Estimation in 3D Video (2014)

A Video Saliency Detection Model in Compressed Domain (2014)