Publications - Machine Learning SG

Multi-manifold deep metric learning for image set classification (2015)

Jiwen Lu Gang Wang Weihong Deng Pierre Moulin Jie Zhou

discriminative model deep learning subspace topology pattern recognition computer vision +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 175 citations Published 2015-06-07
Interaction part mining: A mid-level approach for fine-grained action recognition (2015)

Yang Zhou Bingbing Ni Richang Hong Meng Wang Qi Tian

3d single object recognition discriminative model segmentation pattern recognition pooling +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 78 citations Published 2015-06-07
Integrating parametric and non-parametric models for scene labeling (2015)

Bing Shuai Gang Wang Zhen Zuo Bing Wang Lifan Zhao

parametric model parametric statistics discriminative model convolutional neural network nonparametric statistics +7 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 44 citations Published 2015-06-07
Fast action proposals for human action detection and search (2015)

Gang Yu Junsong Yuan

greedy algorithm segmentation bounding overwatch machine learning artificial intelligence +3 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 207 citations Published 2015-06-07
FAemb: A function approximation-based embedding method for image retrieval (2015)

Thanh-Toan Do Quang D. Tran Ngai-Man Cheung

visual word image texture image retrieval embedding feature extraction +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 35 citations Published 2015-06-07
Effective learning-based illuminant estimation using simple features (2015)

Dongliang Cheng Brian Price Scott Cohen Michael S. Brown

color constancy color normalization color balance standard illuminant simple features +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 106 citations Published 2015-06-07
Diversity-induced Multi-view Subspace Clustering (2015)

Xiaochun Cao Changqing Zhang Huazhu Fu Si Liu Hua Zhang

cluster analysis correlation clustering fuzzy clustering cure data clustering algorithm data stream clustering +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 271 citations Published 2015-06-07
DeepContour: A deep convolutional feature learned by positive-sharing loss for contour detection (2015)

Wei Shen Xinggang Wang Yan Wang Xiang Bai Zhijiang Zhang

feature convolutional neural network image segmentation discriminative model segmentation +7 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 381 citations Published 2015-06-07
Deep hashing for compact binary codes learning (2015)

Venice Erin Liong Jiwen Lu Gang Wang Pierre Moulin Jie Zhou

binary code binary number hash function artificial neural network discriminative model +6 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 438 citations Published 2015-06-07
Deep domain adaptation for describing people based on fine-grained clothing attributes (2015)

Qiang Chen Junshi Huang Rogerio Feris Lisa M Brown Jian Dong Shuicheng Yan

clothing computer vision computer science detector artificial intelligence +3 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 245 citations Published 2015-06-07
Correlation filters with limited boundaries (2015)

Hamed Kiani Galoogahi Terence Sim Simon Lucey

frequency domain robustness video tracking algorithm computer vision +7 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 311 citations Published 2015-06-07
Convolutional recurrent neural networks: Learning spatial dependencies for image representation (2015)

Zhen Zuo Bing Shuai Gang Wang Xiao Liu Xingxing Wang Bing Wang Yushi Chen

deep learning convolutional neural network recurrent neural network discriminative model pixel +7 more

2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 129 citations Published 2015-06-07
A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration (2015)

Jimmy Addison Lee Jun Cheng Beng Hai Lee Ee Ping Ong Guozhen Xu Damon Wing Kee Wong Jiang Liu Augustinus Laude Tock Han Lim

feature extraction feature feature detection kanade lucas tomasi feature tracker scale invariant feature transform +8 more

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 13 citations Published 2015-06-07
Comparative Analysis of Covariance Matrix Estimation for Anomaly Detection in Hyperspectral Images (2015)

Santiago Velasco-Forero Marcus Chen Alvina Goh Sze Kim Pang

estimation of covariance matrices covariance matrix covariance intersection anomaly detection outlier +6 more

IEEE Journal of Selected Topics in Signal Processing 13 citations Published 2015-06-05
Quaddirectional 2D-Recurrent Neural Networks For Image Labeling (2015)

Bing Shuai Zhen Zuo Gang Wang

deep learning types of artificial neural networks recurrent neural network convolutional neural network feature extraction +6 more

IEEE Signal Processing Letters 31 citations Published 2015-06-04
NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction (2015)

Zhiqiang Toh Jian Su

conditional random field sentiment analysis lexicon ranking pattern recognition +8 more

Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) 58 citations Published 2015-06-04
Visual Object Tracking by Structure Complexity Coefficients (2015)

Yuan Yuan Huan Yang Yuming Fang Weisi Lin

active appearance model video tracking hidden markov model eye tracking outlier +6 more

IEEE Transactions on Multimedia 27 citations Published 2015-06-03
Termination and non-termination specification inference (2015)

Ton Chanh Le Shengchao Qin Wei-Ngan Chin

termination analysis hoare logic inference modularity programming language +6 more

Proceedings of the 36th ACM SIGPLAN Conference on Programming Language Design and Implementation 27 citations Published 2015-06-03
Word Polarity Disambiguation Using Bayesian Model and Opinion-Level Features (2015)

Yunqing Xia Erik Cambria Amir Hussain Huan Zhao

sentiment analysis ambiguity bayesian inference probabilistic logic natural language processing +2 more

Cognitive Computation 103 citations Published 2015-06-01
Sequential multiple assignment randomized trial (SMART) with adaptive randomization for quality improvement in depression treatment program (2015)

Ying Kuen Cheung Bibhas Chakraborty Bibhas Chakraborty Karina W. Davidson

randomized controlled trial q learning randomization quality management implementation research +6 more

Biometrics 24 citations Published 2015-06-01

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Multi-manifold deep metric learning for image set classification (2015)

Interaction part mining: A mid-level approach for fine-grained action recognition (2015)

Integrating parametric and non-parametric models for scene labeling (2015)

Fast action proposals for human action detection and search (2015)

FAemb: A function approximation-based embedding method for image retrieval (2015)

Effective learning-based illuminant estimation using simple features (2015)

Diversity-induced Multi-view Subspace Clustering (2015)

DeepContour: A deep convolutional feature learned by positive-sharing loss for contour detection (2015)

Deep hashing for compact binary codes learning (2015)

Deep domain adaptation for describing people based on fine-grained clothing attributes (2015)

Correlation filters with limited boundaries (2015)

Convolutional recurrent neural networks: Learning spatial dependencies for image representation (2015)

A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration (2015)

Comparative Analysis of Covariance Matrix Estimation for Anomaly Detection in Hyperspectral Images (2015)

Quaddirectional 2D-Recurrent Neural Networks For Image Labeling (2015)

NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction (2015)

Visual Object Tracking by Structure Complexity Coefficients (2015)

Termination and non-termination specification inference (2015)

Word Polarity Disambiguation Using Bayesian Model and Opinion-Level Features (2015)

Sequential multiple assignment randomized trial (SMART) with adaptive randomization for quality improvement in depression treatment program (2015)