Publications - Machine Learning SG

Gait Characteristic Analysis and Identification Based on the iPhone’s Accelerometer and Gyrometer (2014)

Bing Sun Yang Wang Jacob Banda

accelerometer gait identification scheme weighted voting gyroscope +6 more

Sensors 59 citations Published 2014-09-12
A General, Fast, and Robust Implementation of the Time-Optimal Path Parameterization Algorithm (2014)

Quang-Cuong Pham

kinodynamic planning robustness motion planning optimal control python +7 more

IEEE Transactions on Robotics 144 citations Published 2014-09-11
Statistical Inference Framework for Source Detection of Contagion Processes on Arbitrary Network Structures (2014)

Nino Antulov-Fantulin Alen Lancic Hrvoje tefancic Mile ikic Tomislav muc

statistical inference estimator complex network conditional probability algorithm +6 more

2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops 21 citations Published 2014-09-08
Travi-Navi: self-deployable indoor navigation system (2014)

Yuanqing Zheng Guobin Shen Liqun Li Chunshui Zhao Mo Li Feng Zhao

navigation system mobile robot navigation turn by turn navigation offset computer vision +3 more

Proceedings of the 20th annual international conference on Mobile computing and networking 174 citations Published 2014-09-07
Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos (2014)

Shijie Xiao Mingkui Tan Dong Xu

cluster analysis correlation clustering external data representation disjoint sets pattern recognition +5 more

European Conference on Computer Vision 77 citations Published 2014-09-06
Training-Based Spectral Reconstruction from a Single RGB Image (2014)

Rang M. H. Nguyen Dilip K. Prasad Michael S. Brown

rgb color space spectral imaging hyperspectral imaging rgb color model color constancy +6 more

European Conference on Computer Vision 107 citations Published 2014-09-06
Towards Unified Object Detection and Semantic Segmentation (2014)

Jian Dong Qiang Chen Shuicheng Yan Alan L. Yuille

scale space segmentation segmentation based object categorization object detection segmentation machine learning +4 more

European Conference on Computer Vision 76 citations Published 2014-09-06
Spatiotemporal Background Subtraction Using Minimum Spanning Tree and Optical Flow (2014)

Mingliang Chen Qingxiong Yang Qing Li Gang Wang Ming-Hsuan Yang

background subtraction mixture model pixel minimum spanning tree kernel density estimation +7 more

13th European Conference on Computer Vision, ECCV 2014 22 citations Published 2014-09-06
Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition (2014)

Jiwen Lu Gang Wang Weihong Deng Pierre Moulin

feature learning facial recognition system discriminative model pattern recognition expression +4 more

13th European Conference on Computer Vision, ECCV 2014 134 citations Published 2014-09-06
Saliency in Crowd (2014)

Ming Jiang Juan Xu Qi Zhao

salience multiple kernel learning eye tracking crowding computer vision +6 more

13th European Conference on Computer Vision, ECCV 2014 65 citations Published 2014-09-06
Pipelining Localized Semantic Features for Fine-Grained Action Recognition (2014)

Yang Zhou Bingbing Ni Shuicheng Yan Pierre Moulin Qi Tian

feature extraction object detection multiple kernel learning object type discriminative model +6 more

13th European Conference on Computer Vision, ECCV 2014 18 citations Published 2014-09-06
Multi-modal Unsupervised Feature Learning for RGB-D Scene Labeling (2014)

Anran Wang Jiwen Lu Gang Wang Jianfei Cai Tat-Jen Cham

unsupervised learning feature learning heuristic rgb color model pattern recognition +6 more

European Conference on Computer Vision 2014 60 citations Published 2014-09-06
Learning Discriminative and Shareable Features for Scene Classification (2014)

Zhen Zuo Gang Wang Bing Shuai Lifan Zhao Qingxiong Yang Xudong Jiang

feature learning discriminative model feature vector contextual image classification filter bank +7 more

European Conference on Computer Vision 88 citations Published 2014-09-06
Feature Disentangling Machine - A Novel Approach of Feature Selection and Disentangling in Facial Expression Analysis (2014)

Ping Liu Joey Tianyi Zhou Ivor Wai-Hung Tsang Zibo Meng Shizhong Han Yan Tong

facial expression expression feature selection discriminative model local binary patterns +5 more

European Conference on Computer Vision 62 citations Published 2014-09-06
Exploiting Low-Rank Structure from Latent Domains for Domain Generalization (2014)

Zheng Xu Wen Li Li Niu Dong Xu

classifier optimization problem cognitive neuroscience of visual object recognition pattern recognition machine learning +5 more

European Conference on Computer Vision 116 citations Published 2014-09-06
A Contrast Enhancement Framework with JPEG Artifacts Suppression (2014)

Yu Li Fangfang Guo Robby T. Tan Michael S. Brown

jpeg compression artifact histogram equalization deblocking filter computer vision +6 more

European Conference on Computer Vision 102 citations Published 2014-09-06
TRACCS: A Framework for Trajectory-Aware Coordinated Urban Crowd-Sourcing (2014)

Cen Chen Shih-Fen Cheng Aldy Gunawan Archan Misra Koustuv Dasgupta Deepthi Chander

heuristics heuristic optimization problem time horizon linear programming +6 more

Second AAAI Conference on Human Computation and Crowdsourcing 52 citations Published 2014-09-05
Bioinspired Visual Motion Estimation (2014)

Garrick Orchard Ralph Etienne-Cummings

neuromorphic engineering robustness human computer interaction computer vision computer science +3 more

Proceedings of the IEEE 21 citations Published 2014-09-04
Single/cross-camera multiple-person tracking by graph matching (2014)

Weizhi Nie Anan Liu Yuting Su Huanbo Luan Zhaoxuan Yang Liujuan Cao Rongrong Ji

3 dimensional matching matching video tracking maximization computer vision +3 more

Neurocomputing 24 citations Published 2014-09-01
Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering (2014)

Lei Meng Ah-Hwee Tan Dong Xu

cluster analysis noisy text semi supervised learning biclustering feature extraction +8 more

IEEE Transactions on Knowledge and Data Engineering 61 citations Published 2014-09-01

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Gait Characteristic Analysis and Identification Based on the iPhone’s Accelerometer and Gyrometer (2014)

A General, Fast, and Robust Implementation of the Time-Optimal Path Parameterization Algorithm (2014)

Statistical Inference Framework for Source Detection of Contagion Processes on Arbitrary Network Structures (2014)

Travi-Navi: self-deployable indoor navigation system (2014)

Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos (2014)

Training-Based Spectral Reconstruction from a Single RGB Image (2014)

Towards Unified Object Detection and Semantic Segmentation (2014)

Spatiotemporal Background Subtraction Using Minimum Spanning Tree and Optical Flow (2014)

Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition (2014)

Saliency in Crowd (2014)

Pipelining Localized Semantic Features for Fine-Grained Action Recognition (2014)

Multi-modal Unsupervised Feature Learning for RGB-D Scene Labeling (2014)

Learning Discriminative and Shareable Features for Scene Classification (2014)

Feature Disentangling Machine - A Novel Approach of Feature Selection and Disentangling in Facial Expression Analysis (2014)

Exploiting Low-Rank Structure from Latent Domains for Domain Generalization (2014)

A Contrast Enhancement Framework with JPEG Artifacts Suppression (2014)

TRACCS: A Framework for Trajectory-Aware Coordinated Urban Crowd-Sourcing (2014)

Bioinspired Visual Motion Estimation (2014)

Single/cross-camera multiple-person tracking by graph matching (2014)

Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering (2014)