Publications - Machine Learning SG

A vision-based obstacle detection system for Unmanned Surface Vehicle (2011)

Han Wang Zhuo Wei Sisong Wang Chek Seng Ow Kah Tong Ho Benjamin Feng

obstacle stereo cameras remotely operated underwater vehicle stereopsis mobile robot +6 more

2011 IEEE 5th International Conference on Robotics, Automation and Mechatronics (RAM) 64 citations Published 2011-11-07
Towards more accurate retrieval of duplicate bug reports (2011)

Chengnian Sun David Lo Siau-Cheng Khoo Jing Jiang

bug tracking system software bug supervised learning stochastic gradient descent eclipse +6 more

Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering on 318 citations Published 2011-11-06
Text-based image retrieval using progressive multi-instance learning (2011)

Wen Li Lixin Duan Dong Xu Ivor Wai-Hung Tsang

image retrieval visual word automatic image annotation contextual image classification classifier +7 more

2011 International Conference on Computer Vision 96 citations Published 2011-11-06
Software process evaluation: A machine learning approach (2011)

Ning Chen Steven C. H. Hoi Xiaokui Xiao

goal driven software development process personal software process empirical process verification and validation software metric +7 more

Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering on 18 citations Published 2011-11-06
Search-based fault localization (2011)

Shaowei Wang David Lo Lingxiao Jiang Lucia Hoong Chuin Lau

software fault tolerance simulated annealing genetic algorithm optimization problem heuristic +6 more

Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering on 32 citations Published 2011-11-06
Revisiting radiometric calibration for color computer vision (2011)

Haiting Lin Seon Joo Kim Sabine Susstrunk Michael S. Brown

color mapping radiometric calibration color correction color balance srgb +6 more

2011 International Conference on Computer Vision 30 citations Published 2011-11-06
Predicting occupation via human clothing and contexts (2011)

Zheng Song Meng Wang Xian-sheng Hua Shuicheng Yan

clothing contextual image classification feature extraction feature complementarity +6 more

2011 International Conference on Computer Vision 134 citations Published 2011-11-06
Multi-view repetitive structure detection (2011)

Nianjuan Jiang Ping Tan Loong-Fah Cheong

feature detection image texture image processing binary image iterative reconstruction +6 more

2011 International Conference on Computer Vision 18 citations Published 2011-11-06
Multi-task low-rank affinity pursuit for image segmentation (2011)

Bin Cheng Guangcan Liu Jingdong Wang Zhongyang Huang Shuicheng Yan

scale space segmentation segmentation based object categorization image segmentation feature detection feature +6 more

2011 International Conference on Computer Vision 214 citations Published 2011-11-06
Multi-label visual classification with label exclusive context (2011)

Xiangyu Chen Xiao-Tong Yuan Qiang Chen Shuicheng Yan Tat-Seng Chua

contextual image classification affine transformation lasso kernel pattern recognition +6 more

2011 International Conference on Computer Vision 40 citations Published 2011-11-06
Learning universal multi-view age estimator using video context (2011)

Zheng Song Bingbing Ni Dong Guo Terence Sim Shuicheng Yan

face detection object class detection three dimensional face recognition facial recognition system pose +7 more

2011 International Conference on Computer Vision 53 citations Published 2011-11-06
Latent Low-Rank Representation for subspace segmentation and feature extraction (2011)

Guangcan Liu Shuicheng Yan

dimensionality reduction feature extraction image segmentation subspace topology data structure +6 more

2011 International Conference on Computer Vision 466 citations Published 2011-11-06
High quality depth map upsampling for 3D-TOF cameras (2011)

Jaesik Park Hyeongwoo Kim Yu-Wing Tai Michael S. Brown Inso Kweon

upsampling depth map image restoration image quality image gradient +6 more

2011 International Conference on Computer Vision 507 citations Published 2011-11-06
Dynamic texture classification using dynamic fractal analysis (2011)

Yong Xu Yuhui Quan Haibin Ling Hui Ji

fractal analysis fractal image texture contextual image classification robustness +7 more

2011 International Conference on Computer Vision 105 citations Published 2011-11-06
Discriminative multi-manifold analysis for face recognition from a single training sample per person (2011)

Jiwen Lu Yap-Peng Tan Gang Wang

facial recognition system feature extraction discriminative model pattern recognition iterative reconstruction +6 more

2011 International Conference on Computer Vision 84 citations Published 2011-11-06
A multi-metric fusion approach to visual quality assessment (2011)

Tsung-Jung Liu Weisi Lin C.-C. Jay Kuo

sensor fusion image processing visualization regression analysis machine learning +6 more

2011 Third International Workshop on Quality of Multimedia Experience 35 citations Published 2011-11-03
What is Unequal among the Equals? Ranking Equivalent Rules from Gene Expression Data (2011)

Ruichu Cai A. K. H. Tung Zhenjie Zhang Zhifeng Hao

association rule learning ranking tuple classifier upper and lower bounds +7 more

IEEE Transactions on Knowledge and Data Engineering 20 citations Published 2011-11-01
Spread Spectrum Image Watermarking Based on Perceptual Quality Metric (2011)

Fan Zhang Wenyu Liu Weisi Lin King Ngi Ngan

watermark digital watermarking image quality perceptual distortion distortion +7 more

IEEE Transactions on Image Processing 26 citations Published 2011-11-01
Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering (2011)

Feiping Nie Zinan Zeng I. W. Tsang Dong Xu Changshui Zhang

cluster analysis correlation clustering fuzzy clustering data stream clustering constrained clustering +6 more

IEEE Transactions on Neural Networks 228 citations Published 2011-11-01
Optical image encryption using multilevel Arnold transform and noninterferometric imaging (2011)

Wen Chen Xudong Chen

encryption cryptography image retrieval digital holography cryptosystem +6 more

Optical Engineering 18 citations Published 2011-11-01

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A vision-based obstacle detection system for Unmanned Surface Vehicle (2011)

Towards more accurate retrieval of duplicate bug reports (2011)

Text-based image retrieval using progressive multi-instance learning (2011)

Software process evaluation: A machine learning approach (2011)

Search-based fault localization (2011)

Revisiting radiometric calibration for color computer vision (2011)

Predicting occupation via human clothing and contexts (2011)

Multi-view repetitive structure detection (2011)

Multi-task low-rank affinity pursuit for image segmentation (2011)

Multi-label visual classification with label exclusive context (2011)

Learning universal multi-view age estimator using video context (2011)

Latent Low-Rank Representation for subspace segmentation and feature extraction (2011)

High quality depth map upsampling for 3D-TOF cameras (2011)

Dynamic texture classification using dynamic fractal analysis (2011)

Discriminative multi-manifold analysis for face recognition from a single training sample per person (2011)

A multi-metric fusion approach to visual quality assessment (2011)

What is Unequal among the Equals? Ranking Equivalent Rules from Gene Expression Data (2011)

Spread Spectrum Image Watermarking Based on Perceptual Quality Metric (2011)

Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering (2011)

Optical image encryption using multilevel Arnold transform and noninterferometric imaging (2011)