Publications - Machine Learning SG

Noise-Resistant Local Binary Pattern With an Embedded Error-Correction Mechanism (2013)

Jianfeng Ren Xudong Jiang Junsong Yuan

local binary patterns error detection and correction pixel pattern recognition encode +3 more

IEEE Transactions on Image Processing 217 citations Published 2013-10-01
Multiview Face Detection and Registration Requiring Minimal Manual Intervention (2013)

Seyed Mohammad Hassan Anvar Wei-Yun Yau Eam Khwang Teoh

face detection facial recognition system feature extraction contextual image classification image registration +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 16 citations Published 2013-10-01
Mining Scientific Terms and their Definitions: A Study of the ACL Anthology (2013)

Yiping Jin Min-Yen Kan Jun-Ping Ng Xiangnan He

glossary computational linguistics terminology scientific terminology digital library +5 more

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing 29 citations Published 2013-10-01
Minimum Near-Convex Shape Decomposition (2013)

Zhou Ren Junsong Yuan Wenyu Liu

shape analysis discrete optimization linear programming integer programming robustness +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 27 citations Published 2013-10-01
Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation (2013)

Deyi Xiong Yang Ding Min Zhang Chew Lim Tan

lexical chain machine translation cohesion principle of maximum entropy phrase +6 more

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing 39 citations Published 2013-10-01
Improved Object Categorization and Detection Using Comparative Object Similarity (2013)

Gang Wang D. Forsyth D. Hoiem

object model object detection support vector machine labelme categorization +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 21 citations Published 2013-10-01
Gradient Vector Flow and Grouping-Based Method for Arbitrarily Oriented Scene Text Detection in Video Images (2013)

Palaiahnakote Shivakumara Trung Quy Phan Shijian Lu Chew Lim Tan

sobel operator object detection pixel vector flow pattern recognition +7 more

IEEE Transactions on Circuits and Systems for Video Technology 59 citations Published 2013-10-01
Garment Modeling from a Single Image (2013)

Bin Zhou Xiaowu Chen Qiang Fu Kan Guo Ping Tan

real time computer graphics computer graphics images computer vision computer science artificial intelligence +1 more

Computer Graphics Forum 65 citations Published 2013-10-01
Fast learning complex-valued classifiers for real-valued classification problems (2013)

Ramaswamy Savitha Sundaram Suresh Narasimhan Sundararajan

extreme learning machine artificial neural network feature vector bilinear transform complex space +7 more

International Journal of Machine Learning and Cybernetics 12 citations Published 2013-10-01
Exploiting Discourse Analysis for Article-Wide Temporal Classification (2013)

Jun-Ping Ng Min-Yen Kan Ziheng Lin Wei Feng Bin Chen Jian Su Chew Lim Tan

rhetorical structure theory text segmentation parsing discourse analysis support vector machine +6 more

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing 11 citations Published 2013-10-01
Example-Based Super-Resolution With Soft Information and Decision (2013)

Zhiwei Xiong Dong Xu Xiaoyan Sun Feng Wu

maximum a posteriori estimation optimization problem factor graph pixel local consistency +6 more

IEEE Transactions on Multimedia 51 citations Published 2013-10-01
Discriminative learning of propagation and spatial pattern for motor imagery eeg analysis (2013)

Xinyang Li Haihong Zhang Cuntai Guan Sim Heng Ong Kai Keng Ang Yaozhang Pan

motor imagery discriminative model brain activity and meditation pattern recognition machine learning +7 more

Neural Computation 12 citations Published 2013-10-01
Chinese Informal Word Normalization: an Experimental Study (2013)

Aobo Wang Min-Yen Kan Daniel Andrade Takashi Onishi Kai Ishikawa

normalization natural language processing speech recognition computer science artificial intelligence +1 more

Proceedings of the Sixth International Joint Conference on Natural Language Processing 12 citations Published 2013-10-01
Automatic transfer function design for medical visualization using visibility distributions and projective color mapping (2013)

Lile Cai Wei-Liang Tay Binh P. Nguyen Chee-Kong Chui Sim Heng Ong

color mapping volume rendering visibility visualization transfer function +6 more

Computerized Medical Imaging and Graphics 11 citations Published 2013-10-01
An adaptive spatial information-theoretic fuzzy clustering algorithm for image segmentation (2013)

Zhimin Wang Qing Song Yeng Chai Soh Kang Sim

segmentation based object categorization fuzzy clustering scale space segmentation image segmentation cluster analysis +8 more

Computer Vision and Image Understanding 106 citations Published 2013-10-01
A GIM-Based Biomimetic Learning Approach for Motion Generation of a Multi-Joint Robotic Fish (2013)

Qinyuan Ren Jianxin Xu Lupeng Fan Xuelei Niu

fish locomotion internal model central pattern generator imitation artificial intelligence +4 more

Journal of Bionic Engineering 15 citations Published 2013-10-01
A general framework for road marking detection and analysis (2013)

B. Qin W. Liu X. Shen Z. J. Chong T. Bandyopadhyay M. H. Ang E. Frazzoli D. Rus

object detection feature extraction contextual image classification image processing road surface +3 more

16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013) 17 citations Published 2013-10-01
${\rm C}^{4}$ : A Real-Time Object Detection Framework (2013)

Jianxin Wu Nini Liu Christopher Geyer James M. Rehg

object detection viola jones object detection framework object class detection feature vector linear classifier +7 more

IEEE Transactions on Image Processing 28 citations Published 2013-10-01
Superpixel Classification Based Optic Cup Segmentation (2013)

Jun Cheng Jiang Liu Dacheng Tao Fengshou Yin Damon Wing Kee Wong Yanwu Xu Tien Yin Wong

optic cup optic disc glaucoma segmentation receiver operating characteristic +5 more

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 14 citations Published 2013-09-22
Efficient reconstruction-based optic cup localization for glaucoma screening. (2013)

Yanwu Xu Stephen Lin Damon Wing Kee Wong Jiang Liu Dong Xu

optic cup optic disc active shape model codebook fundus +6 more

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 36 citations Published 2013-09-22

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Noise-Resistant Local Binary Pattern With an Embedded Error-Correction Mechanism (2013)

Multiview Face Detection and Registration Requiring Minimal Manual Intervention (2013)

Mining Scientific Terms and their Definitions: A Study of the ACL Anthology (2013)

Minimum Near-Convex Shape Decomposition (2013)

Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation (2013)

Improved Object Categorization and Detection Using Comparative Object Similarity (2013)

Gradient Vector Flow and Grouping-Based Method for Arbitrarily Oriented Scene Text Detection in Video Images (2013)

Garment Modeling from a Single Image (2013)

Fast learning complex-valued classifiers for real-valued classification problems (2013)

Exploiting Discourse Analysis for Article-Wide Temporal Classification (2013)

Example-Based Super-Resolution With Soft Information and Decision (2013)

Discriminative learning of propagation and spatial pattern for motor imagery eeg analysis (2013)

Chinese Informal Word Normalization: an Experimental Study (2013)

Automatic transfer function design for medical visualization using visibility distributions and projective color mapping (2013)

An adaptive spatial information-theoretic fuzzy clustering algorithm for image segmentation (2013)

A GIM-Based Biomimetic Learning Approach for Motion Generation of a Multi-Joint Robotic Fish (2013)

A general framework for road marking detection and analysis (2013)

${\rm C}^{4}$ : A Real-Time Object Detection Framework (2013)

Superpixel Classification Based Optic Cup Segmentation (2013)

Efficient reconstruction-based optic cup localization for glaucoma screening. (2013)