Publications - Machine Learning SG

System integration of a vision-guided UAV for autonomous landing on moving platform (2016)

Xudong Chen Swee King Phang Mo Shan Ben M. Chen

pose lidar robustness global positioning system system integration +4 more

2016 12th IEEE International Conference on Control and Automation (ICCA) 13 citations Published 2016-06-01
Sparse to Dense 3D Reconstruction from Rolling Shutter Images (2016)

Olivier Saurer Marc Pollefeys Gim Hee Lee

rolling shutter bundle adjustment depth map 3d reconstruction interpolation +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 22 citations Published 2016-06-01
Source language adaptation approaches for resource-poor machine translation (2016)

Pidong Wang Preslav Nakov Hwee Tou Ng

machine translation software usability machine translation transfer based machine translation example based machine translation evaluation of machine translation +7 more

Computational Linguistics 12 citations Published 2016-06-01
Saliency-Aware Nonparametric Foreground Annotation Based on Weakly Labeled Data (2016)

Xiaochun Cao Changqing Zhang Huazhu Fu Xiaojie Guo Qi Tian

image retrieval automatic image annotation data modeling annotation salience +7 more

IEEE Transactions on Neural Networks 21 citations Published 2016-06-01
Recurrent Face Aging (2016)

Wei Wang Zhen Cui Yan Yan Jiashi Feng Shuicheng Yan Xiangbo Shu Nicu Sebe

age progression recurrent neural network ghosting speech recognition neglect +6 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 130 citations Published 2016-06-01
RAW Image Reconstruction Using a Self-Contained sRGB-JPEG Image with Only 64 KB Overhead (2016)

Rang M. H. Nguyen Michael S. Brown

srgb raw image format jpeg image processing rgb color model +6 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 12 citations Published 2016-06-01
Rain Streak Removal Using Layer Priors (2016)

Yu Li Robby T. Tan Xiaojie Guo Jiangbo Lu Michael S. Brown

streak visibility mixture model prior probability computer vision +6 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 326 citations Published 2016-06-01
Parametric study on light field volumetric particle image velocimetry (2016)

Shengxian Shi Jianhua Wang Junfei Ding Zhou Zhao T.H. New

light field microlens image sensor pixel aspect ratio ray +7 more

Flow Measurement and Instrumentation 34 citations Published 2016-06-01
Online Collaborative Learning for Open-Vocabulary Visual Classifiers (2016)

Hanwang Zhang Xindi Shang Wenzhuo Yang Huan Xu Huanbo Luan Tat-Seng Chua

random subspace method collaborative learning vocabulary online algorithm natural language +5 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 34 citations Published 2016-06-01
NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features (2016)

Zhiqiang Toh Jian Su

deep learning sentiment analysis semeval artificial neural network ranking +6 more

Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) 68 citations Published 2016-06-01
Multimodal Multi-Stream Deep Learning for Egocentric Activity Recognition (2016)

Sibo Song Vijay Chandrasekhar Bappaditya Mandal Liyuan Li Joo-Hwee Lim Giduthuri Sateesh Babu Phyo Phyo San Ngai-Man Cheung

deep learning convolutional neural network activity recognition machine learning memory architecture +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 30 citations Published 2016-06-01
Multifactorial Evolution: Toward Evolutionary Multitasking (2016)

Abhishek Gupta Yew-Soon Ong Liang Feng

human multitasking genetic representation evolutionary algorithm evolutionary programming evolutionary computation +5 more

IEEE Transactions on Evolutionary Computation 224 citations Published 2016-06-01
Manifold SLIC: A Fast Method to Compute Content-Sensitive Superpixels (2016)

Yong-Jin Liu Cheng-Chi Yu Min-Jing Yu Ying He

centroidal voronoi tessellation voronoi diagram image segmentation cluster analysis pixel +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 94 citations Published 2016-06-01
Large Deformation Multiresolution Diffeomorphic Metric Mapping for Multiresolution Cortical Surfaces: A Coarse-to-Fine Approach (2016)

Mingzhen Tan Anqi Qiu

multiresolution analysis polygon mesh kernel computation diffeomorphism +6 more

IEEE Transactions on Image Processing 19 citations Published 2016-06-01
Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification (2016)

Zhao Zhang Fanzhang Li Mingbo Zhao Li Zhang Shuicheng Yan

sparse approximation neural coding transduction discriminative model pattern recognition +7 more

IEEE Transactions on Image Processing 76 citations Published 2016-06-01
Joint Learning of Convolutional Neural Networks and Temporally Constrained Metrics for Tracklet Association (2016)

Bing Wang Li Wang Bing Shuai Zhen Zuo Ting Liu Kap Luk Chan Gang Wang

convolutional neural network discriminative model machine learning artificial intelligence computer science +1 more

2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 103 citations Published 2016-06-01
Instance-Aware Hashing for Multi-Label Image Retrieval (2016)

Hanjiang Lai Pan Yan Xiangbo Shu Yunchao Wei Shuicheng Yan

dynamic perfect hashing hash table feature hashing universal hashing locality sensitive hashing +7 more

IEEE Transactions on Image Processing 72 citations Published 2016-06-01
Identifying (Quasi) Equally Informative Subsets in Feature Selection Problems for Classification: A Max-Relevance Min-Redundancy Approach (2016)

Gulsah Karakaya Stefano Galelli Selin Damla Ahipasaoglu Riccardo Taormina

feature selection minimum redundancy feature selection multiclass classification evolutionary algorithm support vector machine +7 more

IEEE Transactions on Systems, Man, and Cybernetics 19 citations Published 2016-06-01
Highway Vehicle Counting in Compressed Domain (2016)

Xu Liu Zilei Wang Jiashi Feng Hongsheng Xi

motion vector metadata encoding computer vision computer science +2 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 17 citations Published 2016-06-01
From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection (2016)

Jingjing Meng Hongxing Wang Junsong Yuan Yap-Peng Tan

automatic summarization feature vector optimization problem synthetic data locality +7 more

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 92 citations Published 2016-06-01

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System integration of a vision-guided UAV for autonomous landing on moving platform (2016)

Sparse to Dense 3D Reconstruction from Rolling Shutter Images (2016)

Source language adaptation approaches for resource-poor machine translation (2016)

Saliency-Aware Nonparametric Foreground Annotation Based on Weakly Labeled Data (2016)

Recurrent Face Aging (2016)

RAW Image Reconstruction Using a Self-Contained sRGB-JPEG Image with Only 64 KB Overhead (2016)

Rain Streak Removal Using Layer Priors (2016)

Parametric study on light field volumetric particle image velocimetry (2016)

Online Collaborative Learning for Open-Vocabulary Visual Classifiers (2016)

NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features (2016)

Multimodal Multi-Stream Deep Learning for Egocentric Activity Recognition (2016)

Multifactorial Evolution: Toward Evolutionary Multitasking (2016)

Manifold SLIC: A Fast Method to Compute Content-Sensitive Superpixels (2016)

Large Deformation Multiresolution Diffeomorphic Metric Mapping for Multiresolution Cortical Surfaces: A Coarse-to-Fine Approach (2016)

Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification (2016)

Joint Learning of Convolutional Neural Networks and Temporally Constrained Metrics for Tracklet Association (2016)

Instance-Aware Hashing for Multi-Label Image Retrieval (2016)

Identifying (Quasi) Equally Informative Subsets in Feature Selection Problems for Classification: A Max-Relevance Min-Redundancy Approach (2016)

Highway Vehicle Counting in Compressed Domain (2016)

From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection (2016)