Publications - Machine Learning SG

Robot Path and End-Effector Orientation Planning Using Augmented Reality (2012)

H.C. Fang S.K. Ong A.Y.C. Nee

robot end effector industrial robot augmented reality computer vision parameterized complexity +6 more

Procedia CIRP 14 citations Published 2012-01-01
PARALLEL ADAPTIVE MULTILEVEL SAMPLING ALGORITHMS FOR THE BAYESIAN ANALYSIS OF MATHEMATICAL MODELS (2012)

Ernesto E. Prudencio Sai Hung Cheung

bayesian statistics bayesian inference gibbs sampling computational statistics bayesian probability +7 more

International Journal for Uncertainty Quantification 37 citations Published 2012-01-01
Modeling and Compressing 3-D Facial Expressions Using Geometry Videos (2012)

Jiazhi Xia Dao Thi Phuong Quynh Ying He Xiaoming Chen S. C. H. Hoi

video processing video quality data compression facial recognition system segmentation +7 more

IEEE Transactions on Circuits and Systems for Video Technology 13 citations Published 2012-01-01
Model-based multidimensional clustering of categorical data (2012)

Tao Chen Nevin L. Zhang Tengfei Liu Kin Man Poon Yi Wang

cluster analysis fuzzy clustering correlation clustering single linkage clustering clustering high dimensional data +7 more

Artificial Intelligence 86 citations Published 2012-01-01
Learning a Propagable Graph for Semisupervised Learning: Classification and Regression (2012)

Bingbing Ni Shuicheng Yan A. Kassim

feature learning feature semi supervised learning multiclass classification supervised learning +7 more

IEEE Transactions on Knowledge and Data Engineering 38 citations Published 2012-01-01
Integrating Segmentation Information for Improved MRF-Based Elastic Image Registration (2012)

D. Mahapatra Ying Sun

scale space segmentation image segmentation segmentation based object categorization image registration segmentation +7 more

IEEE Transactions on Image Processing 93 citations Published 2012-01-01
Information Extraction from Text (2012)

Jing Jiang

information extraction relationship extraction entity linking knowledge extraction named entity recognition +7 more

Mining Text Data 196 citations Published 2012-01-01
Human Gait Recognition Using Patch Distribution Feature and Locality-Constrained Group Sparse Representation (2012)

Dong Xu Yi Huang Zinan Zeng Xinxing Xu

feature extraction sparse approximation contextual image classification gait mixture model +7 more

IEEE Transactions on Image Processing 148 citations Published 2012-01-01
Human action recognition using Pose-based discriminant embedding (2012)

Behrouz Saghafi Deepu Rajan

nonlinear dimensionality reduction dimensionality reduction k nearest neighbors algorithm hausdorff distance embedding +6 more

Signal Processing-image Communication 29 citations Published 2012-01-01
Fast Vanishing-Point Detection in Unstructured Environments (2012)

P. Moghadam J. A. Starzyk W. S. Wijesoma

vanishing point object detection image texture image plane pixel +6 more

IEEE Transactions on Image Processing 159 citations Published 2012-01-01
Facial expression recognition using radial encoding of local Gabor features and classifier synthesis (2012)

Wenfei Gu Cheng Xiang Y. V. Venkatesh Dong Huang Hai Lin

gabor filter hierarchical classifier facial expression classifier pattern recognition +5 more

Pattern Recognition 337 citations Published 2012-01-01
Energy-Based Multiple Target Localization and Pursuit in Mobile Sensor Networks (2012)

Jinwen Hu Lihua Xie Cishen Zhang

mobile computing mobile robot wireless sensor network mobile telephony robot +7 more

IEEE Transactions on Instrumentation and Measurement 23 citations Published 2012-01-01
Editors Choice Article: Structured learning of local features for human action classification and localization (2012)

Tuan Hue Thi Li Cheng Jian Zhang Li Wang Shinichi Satoh

structured prediction conditional random field feature selection support vector machine probabilistic logic +6 more

Image and Vision Computing 22 citations Published 2012-01-01
Dynamic Conditional Random Fields for Joint Sentence Boundary and Punctuation Prediction. (2012)

Xuancong Wang Hwee Tou Ng Khe Chai Sim

conditional random field sentence punctuation speech recognition natural language processing +2 more

INTERSPEECH 14 citations Published 2012-01-01
CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels (2012)

Wei Bian Bo Xie Dacheng Tao

pseudolikelihood computational complexity theory logistic regression pattern recognition data mining +4 more

International Conference on Artificial Intelligence and Statistics 13 citations Published 2012-01-01
Building long-term relationships with virtual and robotic characters: the role of remembering (2012)

Zerrin Kasap Nadia Magnenat-Thalmann

novelty conversation recall embodied cognition episodic memory +6 more

The Visual Computer 24 citations Published 2012-01-01
Building and Annotating the Linguistically Diverse NTU-MC (NTU - Multilingual Corpus). (2012)

Liling Tan Francis Bond

computer science natural language processing artificial intelligence

Int. J. Asian Lang. Process. 16 citations Published 2012-01-01
Binarization of Low-Quality Barcode Images Captured by Mobile Phones Using Local Window of Adaptive Location and Size (2012)

Huijuan Yang A. C. Kot Xudong Jiang

barcode pixel illumination problem histogram computer vision +5 more

IEEE Transactions on Image Processing 73 citations Published 2012-01-01
Autonomous quadrotor flight with vision-based obstacle avoidance in virtual environment (2012)

Aydın Eresen Nevrez İmamoğlu Mehmet Önder Efe

obstacle avoidance optical flow pid controller thresholding virtual machine +7 more

Expert Systems With Applications 74 citations Published 2012-01-01
Augmented Lagrangian Method for Total Variation Based Image Restoration and Segmentation Over Triangulated Surfaces (2012)

Chunlin Wu Juyong Zhang Yuping Duan Xue-Cheng Tai

image restoration image segmentation scale space segmentation image processing segmentation +6 more

Journal of Scientific Computing 33 citations Published 2012-01-01

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Robot Path and End-Effector Orientation Planning Using Augmented Reality (2012)

PARALLEL ADAPTIVE MULTILEVEL SAMPLING ALGORITHMS FOR THE BAYESIAN ANALYSIS OF MATHEMATICAL MODELS (2012)

Modeling and Compressing 3-D Facial Expressions Using Geometry Videos (2012)

Model-based multidimensional clustering of categorical data (2012)

Learning a Propagable Graph for Semisupervised Learning: Classification and Regression (2012)

Integrating Segmentation Information for Improved MRF-Based Elastic Image Registration (2012)

Information Extraction from Text (2012)

Human Gait Recognition Using Patch Distribution Feature and Locality-Constrained Group Sparse Representation (2012)

Human action recognition using Pose-based discriminant embedding (2012)

Fast Vanishing-Point Detection in Unstructured Environments (2012)

Facial expression recognition using radial encoding of local Gabor features and classifier synthesis (2012)

Energy-Based Multiple Target Localization and Pursuit in Mobile Sensor Networks (2012)

Editors Choice Article: Structured learning of local features for human action classification and localization (2012)

Dynamic Conditional Random Fields for Joint Sentence Boundary and Punctuation Prediction. (2012)

CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels (2012)

Building long-term relationships with virtual and robotic characters: the role of remembering (2012)

Building and Annotating the Linguistically Diverse NTU-MC (NTU - Multilingual Corpus). (2012)

Binarization of Low-Quality Barcode Images Captured by Mobile Phones Using Local Window of Adaptive Location and Size (2012)

Autonomous quadrotor flight with vision-based obstacle avoidance in virtual environment (2012)

Augmented Lagrangian Method for Total Variation Based Image Restoration and Segmentation Over Triangulated Surfaces (2012)