Publications - Machine Learning SG

Segmentation of Liver Vasculature From Contrast Enhanced CT Images Using Context-Based Voting (2011)

Yanling Chi Jimin Liu S. K. Venkatesh Su Huang Jiayin Zhou Qi Tian W. L. Nowinski

image segmentation segmentation voxel salience computer vision +6 more

IEEE Transactions on Biomedical Engineering 22 citations Published 2011-08-01
Robust line detection using two-orthogonal direction image scanning (2011)

Kun Yang Shuzhi Sam Ge Hongsheng He

edge detection hough transform line segment pixel detector +6 more

Computer Vision and Image Understanding 16 citations Published 2011-08-01
Richardson-Lucy Deblurring for Scenes under a Projective Motion Path (2011)

Yu-Wing Tai Ping Tan M. S. Brown

motion blur deblurring image restoration algorithm design robustness +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 316 citations Published 2011-08-01
Patient Outcome Prediction with Heart Rate Variability and Vital Signs (2011)

Nan Liu Zhiping Lin Zhixiong Koh Guang-Bin Huang Wee Ser Marcus Eng Ong

vital signs extreme learning machine support vector machine triage heart rate variability +7 more

signal processing systems 24 citations Published 2011-08-01
Optical color image encryption based on an asymmetric cryptosystem in the Fresnel domain (2011)

Wen Chen Xudong Chen

cryptosystem encryption cryptography digital holography information security +5 more

Optics Communications 84 citations Published 2011-08-01
Image Decomposition With Multilabel Context: Algorithms and Applications (2011)

Teng Li Shuicheng Yan Tao Mei Xian-Sheng Hua In-So Kweon

automatic image annotation contextual image classification image segmentation feature detection optimization problem +7 more

IEEE Transactions on Image Processing 12 citations Published 2011-08-01
Depth No-Synthesis-Error Model for View Synthesis in 3-D Video (2011)

Yin Zhao Ce Zhu Zhenzhong Chen Lu Yu

view synthesis rendering grayscale lossless compression pixel +6 more

IEEE Transactions on Image Processing 82 citations Published 2011-08-01
CENTRIST: A Visual Descriptor for Scene Categorization (2011)

Jianxin Wu J M Rehg

cognitive neuroscience of visual object recognition scale invariant feature transform histogram image texture categorization +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 809 citations Published 2011-08-01
Blind and robust audio watermarking scheme based on SVD-DCT (2011)

Bai Ying Lei Ing Yann Soon Zhen Li

digital watermarking watermark discrete cosine transform discrete wavelet transform audio signal processing +7 more

Signal Processing 184 citations Published 2011-08-01
An Image-Based Comprehensive Approach for Automatic Segmentation of Left Ventricle from Cardiac Short Axis Cine MR Images (2011)

Su Huang Jimin Liu Looi Chow Lee Sudhakar K Venkatesh Lynette Li San Teo Christopher Au Wieslaw L. Nowinski

image segmentation cardiac imaging thresholding image processing segmentation +6 more

Journal of Digital Imaging 73 citations Published 2011-08-01
A Self-Configurable Systolic Architecture for Face Recognition System Based on Principal Component Neural Network (2011)

N. Sudha A. R. Mohan P. K. Meher

eigenface facial recognition system feature extraction systolic array artificial neural network +6 more

IEEE Transactions on Circuits and Systems for Video Technology 29 citations Published 2011-08-01
A novel mutual nearest neighbor based symmetry for text frame classification in video (2011)

Palaiahnakote Shivakumara Anjan Dutta Trung Quy Phan Chew Lim Tan Umapada Pal

precision and recall cluster analysis k nearest neighbors algorithm pixel centroid +6 more

Pattern Recognition 20 citations Published 2011-08-01
3D reconstruction of polyhedral objects from single parallel projections using cubic corner (2011)

Yong Tsui Lee Fen Fang

parallel projection polyhedron vertex 3d reconstruction simple extension +6 more

Computer-aided Design 25 citations Published 2011-08-01
TESLA at WMT 2011: Translation Evaluation and Tunable Metric (2011)

Daniel Dahlmeier Chang Liu Hwee Tou Ng

machine translation artificial intelligence computer science

Proceedings of the Sixth Workshop on Statistical Machine Translation 18 citations Published 2011-07-30
Linking Entities to a Knowledge Base with Query Expansion (2011)

Swapna Gottipati Jing Jiang

query expansion entity linking query language rdf query language query optimization +7 more

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing 82 citations Published 2011-07-27
Generating Aspect-oriented Multi-Document Summarization with Event-aspect model (2011)

Peng Li Yinglin Wang Wei Gao Jing Jiang

sentence multi document summarization parsing integer programming natural language processing +7 more

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing 62 citations Published 2011-07-27
Correcting Semantic Collocation Errors with L1-induced Paraphrases (2011)

Daniel Dahlmeier Hwee Tou Ng

collocation semantic similarity wordnet edit distance natural language processing +7 more

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing 67 citations Published 2011-07-27
Classifying cognitive states of brain activity via one-class neural networks with feature selection by genetic algorithms (2011)

Omer Boehm David R. Hardoon David R. Hardoon Larry M. Manevitz

one class classification artificial neural network feature selection support vector machine computational intelligence +6 more

International Journal of Machine Learning and Cybernetics 65 citations Published 2011-07-27
Better Evaluation Metrics Lead to Better Machine Translation (2011)

Chang Liu Daniel Dahlmeier Hwee Tou Ng

evaluation of machine translation machine translation bleu phrase machine learning +6 more

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing 32 citations Published 2011-07-27
A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions (2011)

Wei Lu Hwee Tou Ng

typed lambda calculus simply typed lambda calculus normalisation by evaluation context free grammar natural language +6 more

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing 53 citations Published 2011-07-27

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Segmentation of Liver Vasculature From Contrast Enhanced CT Images Using Context-Based Voting (2011)

Robust line detection using two-orthogonal direction image scanning (2011)

Richardson-Lucy Deblurring for Scenes under a Projective Motion Path (2011)

Patient Outcome Prediction with Heart Rate Variability and Vital Signs (2011)

Optical color image encryption based on an asymmetric cryptosystem in the Fresnel domain (2011)

Image Decomposition With Multilabel Context: Algorithms and Applications (2011)

Depth No-Synthesis-Error Model for View Synthesis in 3-D Video (2011)

CENTRIST: A Visual Descriptor for Scene Categorization (2011)

Blind and robust audio watermarking scheme based on SVD-DCT (2011)

An Image-Based Comprehensive Approach for Automatic Segmentation of Left Ventricle from Cardiac Short Axis Cine MR Images (2011)

A Self-Configurable Systolic Architecture for Face Recognition System Based on Principal Component Neural Network (2011)

A novel mutual nearest neighbor based symmetry for text frame classification in video (2011)

3D reconstruction of polyhedral objects from single parallel projections using cubic corner (2011)

TESLA at WMT 2011: Translation Evaluation and Tunable Metric (2011)

Linking Entities to a Knowledge Base with Query Expansion (2011)

Generating Aspect-oriented Multi-Document Summarization with Event-aspect model (2011)

Correcting Semantic Collocation Errors with L1-induced Paraphrases (2011)

Classifying cognitive states of brain activity via one-class neural networks with feature selection by genetic algorithms (2011)

Better Evaluation Metrics Lead to Better Machine Translation (2011)

A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions (2011)