Publications - Machine Learning SG

Objective Quality Assessment for Image Retargeting Based on Structural Similarity (2014)

Yuming Fang Kai Zeng Zhou Wang Weisi Lin Zhijun Fang Chia-Wen Lin

retargeting image quality image processing feature detection seam carving +7 more

IEEE Journal on Emerging and Selected Topics in Circuits and Systems 107 citations Published 2014-01-20
Depth Map Coding for View Synthesis Based on Distortion Analyses (2014)

Feng Shao Weisi Lin Gangyi Jiang Mei Yu Qionghai Dai

view synthesis depth map encoder distortion redundancy +6 more

IEEE Journal on Emerging and Selected Topics in Circuits and Systems 20 citations Published 2014-01-20
Tracing retinal vessel trees by transductive inference (2014)

Jaydeep De Jaydeep De Huiqi Li Li Cheng

hypertensive retinopathy fundus diabetic retinopathy glaucoma transduction +6 more

BMC Bioinformatics 13 citations Published 2014-01-18
Cloud Classification of Ground-Based Images Using Texture–Structure Features (2014)

Wen Zhuo Zhiguo Cao Yang Xiao

image texture color space rgb color model feature histogram +7 more

Journal of Atmospheric and Oceanic Technology 34 citations Published 2014-01-13
Parsimonious extreme learning machine using recursive orthogonal least squares. (2014)

Ning Wang Meng Joo Er Min Han

extreme learning machine orthogonalization triangular matrix matrix model selection +7 more

IEEE Transactions on Neural Networks 114 citations Published 2014-01-09
Learning Discriminative Hierarchical Features for Object Recognition (2014)

Zhen Zuo Gang Wang

feature linear classifier feature learning feature discriminative model +7 more

IEEE Signal Processing Letters 21 citations Published 2014-01-09
Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals (2014)

Vasileios G. Kanas Iosif Mporas Heather L. Benz Kyriakos N. Sgarbas Anastasios Bezerianos Nathan E. Crone

voice activity detection speech production feature vector brain computer interface cluster analysis +7 more

IEEE Transactions on Biomedical Engineering 12 citations Published 2014-01-09
Incremental Fuzzy Clustering With Multiple Medoids for Large Data (2014)

Yangtao Wang Lihui Chen Jian-Ping Mei

medoid fuzzy clustering cluster analysis data stream clustering cure data clustering algorithm +7 more

IEEE Transactions on Fuzzy Systems 65 citations Published 2014-01-09
An Optimization Model for Aesthetic Two-Dimensional Barcodes (2014)

Chengfang Fang Chunwang Zhang Ee-Chien Chang

barcode reader barcode optimization problem information hiding payload +6 more

MMM 2014 Proceedings of the 20th Anniversary International Conference on MultiMedia Modeling - Volume 8325 14 citations Published 2014-01-06
A Novel Map-Based Dead-Reckoning Algorithm for Indoor Localization (2014)

Haitao Bao Wai-Choong Wong

map matching mm algorithm particle filter tracking system computational complexity theory +7 more

Journal of Sensor and Actuator Networks 32 citations Published 2014-01-03
Weakly Supervised Photo Cropping (2014)

Luming Zhang Mingli Song Yi Yang Qi Zhao Chen Zhao Nicu Sebe

image retrieval feature extraction cropping bayesian network computer vision +6 more

IEEE Transactions on Multimedia 135 citations Published 2014-01-01
Visual pattern discovery in image and video data: a brief survey (2014)

Hongxing Wang Gangqiang Zhao Junsong Yuan

human visual system model transaction data information retrieval machine learning categorization +4 more

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery 17 citations Published 2014-01-01
Towards ultrahigh dimensional feature selection for big data (2014)

Mingkui Tan Ivor W. Tsang Li Wang

feature feature scaling dimensionality reduction feature selection feature model +6 more

Journal of Machine Learning Research 165 citations Published 2014-01-01
Towards Building KurdNet, the Kurdish WordNet (2014)

Purya Aliabadi Mohammad Sina Ahmadi Shahin Salavati Kyumars Sheykh Esmaili

wordnet lexical database natural language processing computer science artificial intelligence

Proceedings of the Seventh Global Wordnet Conference 11 citations Published 2014-01-01
Robust Domain Adaptation for Relation Extraction via Clustering Consistency (2014)

Minh Luan Nguyen Ivor W. Tsang Kian Ming A. Chai Hai Leong Chieu

cluster analysis relationship extraction pattern recognition data mining computer science +4 more

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 11 citations Published 2014-01-01
Region-Based Saliency Detection and Its Application in Object Recognition (2014)

Zhixiang Ren Shenghua Gao Liang-Tien Chia Ivor Wai-Hung Tsang

kadir brady saliency detector salience feature feature extraction cognitive neuroscience of visual object recognition +7 more

IEEE Transactions on Circuits and Systems for Video Technology 256 citations Published 2014-01-01
Person Re-identification by Attribute-Assisted Clothes Appearance (2014)

Annan Li Luoqi Liu Shuicheng Yan

support vector machine video quality classifier computer vision clothing +4 more

Person Re-Identification 17 citations Published 2014-01-01
Optimal Control of an Epileptic Neural Population Model (2014)

Justin Ruths Peter Neal Taylor Justin Dauwels

optimal control electroencephalography epilepsy machine learning neuroscience +5 more

IFAC Proceedings Volumes 12 citations Published 2014-01-01
OpenComet: an automated tool for comet assay image analysis. (2014)

Benjamin M. Gyori Gireedhar Venkatachalam P.S. Thiagarajan David Hsu Marie-Veronique Clement

comet assay comet image processing commercial software software +7 more

Redox biology 387 citations Published 2014-01-01
New approaches for spectro-temporal feature extraction with applications to respiratory sound classification (2014)

F. Jin F. Sattar D. Y. T. Goh

feature extraction sample entropy histogram support vector machine kurtosis +7 more

Neurocomputing 25 citations Published 2014-01-01

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Objective Quality Assessment for Image Retargeting Based on Structural Similarity (2014)

Depth Map Coding for View Synthesis Based on Distortion Analyses (2014)

Tracing retinal vessel trees by transductive inference (2014)

Cloud Classification of Ground-Based Images Using Texture–Structure Features (2014)

Parsimonious extreme learning machine using recursive orthogonal least squares. (2014)

Learning Discriminative Hierarchical Features for Object Recognition (2014)

Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals (2014)

Incremental Fuzzy Clustering With Multiple Medoids for Large Data (2014)

An Optimization Model for Aesthetic Two-Dimensional Barcodes (2014)

A Novel Map-Based Dead-Reckoning Algorithm for Indoor Localization (2014)

Weakly Supervised Photo Cropping (2014)

Visual pattern discovery in image and video data: a brief survey (2014)

Towards ultrahigh dimensional feature selection for big data (2014)

Towards Building KurdNet, the Kurdish WordNet (2014)

Robust Domain Adaptation for Relation Extraction via Clustering Consistency (2014)

Region-Based Saliency Detection and Its Application in Object Recognition (2014)

Person Re-identification by Attribute-Assisted Clothes Appearance (2014)

Optimal Control of an Epileptic Neural Population Model (2014)

OpenComet: an automated tool for comet assay image analysis. (2014)

New approaches for spectro-temporal feature extraction with applications to respiratory sound classification (2014)