Publications - Machine Learning SG

Partial-Duplicate Image Retrieval via Saliency-Guided Visual Matching (2013)

Liang Li Shuqiang Jiang Zheng-Jun Zha Zhipeng Wu Qingming Huang

visual word image retrieval salience pattern recognition computer vision +7 more

IEEE MultiMedia 54 citations Published 2013-07-01
Overlapping sound event recognition using local spectrogram features and the generalised hough transform (2013)

J. Dennis J. Dennis H.D. Tran E.S. Chng

spectrogram generalised hough transform background noise discriminative model pattern recognition +6 more

Pattern Recognition Letters 84 citations Published 2013-07-01
On Predicting the Popularity of Newly Emerging Hashtags in Twitter (2013)

Zongyang Ma Aixin Sun Gao Cong

naive bayes classifier social graph decision tree support vector machine popularity +7 more

Journal of the Association for Information Science and Technology 269 citations Published 2013-07-01
Multiagent Information Fusion and Cooperative Control in Target Search (2013)

Jinwen Hu Lihua Xie Kai-Yew Lum Jun Xu

sensor fusion bayesian probability topology control asynchronous communication motion planning +7 more

IEEE Transactions on Control Systems and Technology 108 citations Published 2013-07-01
MKBoost: A Framework of Multiple Kernel Boosting (2013)

Hao Xia S. C. H. Hoi

multiple kernel learning kernel method kernel boosting support vector machine +6 more

IEEE Transactions on Knowledge and Data Engineering 72 citations Published 2013-07-01
Joint Image Registration and Super-Resolution From Low-Resolution Images With Zooming Motion (2013)

Yushuang Tian Kim-Hui Yap

image registration image resolution iterative reconstruction zoom iterative method +6 more

IEEE Transactions on Circuits and Systems for Video Technology 21 citations Published 2013-07-01
Interactive Applications for Sketch-Based Editable Polycube Map (2013)

I. Garcia Jiazhi Xia Ying He Shi-Qing Xin G. Patow

polycube mesh generation morphing sketch computational geometry +7 more

IEEE Transactions on Visualization and Computer Graphics 12 citations Published 2013-07-01
Breast cancer detection from thermal images using bispectral invariant features (2013)

Mahnaz EtehadTavakol Vinod Chandran E.Y.K. Ng Raheleh Kafieh

canny edge detector feature extraction adaboost invariant normalization +6 more

International Journal of Thermal Sciences 113 citations Published 2013-07-01
An indoor dead-reckoning algorithm with map matching (2013)

Haitao Bao Wai-Choong Wong

map matching particle filter filter dead reckoning tracking system +7 more

2013 9th International Wireless Communications and Mobile Computing Conference (IWCMC) 16 citations Published 2013-07-01
Active appearance models using statistical characteristics of Gabor based texture representation (2013)

Yongxin Ge Dan Yang Jiwen Lu Bo Li Xiaohong Zhang

gabor transform gabor wavelet active appearance model statistical model image registration +7 more

Journal of Visual Communication and Image Representation 12 citations Published 2013-07-01
Abnormal event detection in crowded scenes using sparse representation (2013)

Yang Cong Junsong Yuan Ji Liu

k svd sparse approximation coordinate descent matrix decomposition object detection +7 more

Pattern Recognition 273 citations Published 2013-07-01
Transfer Ordinal Label Learning (2013)

Chun-Wei Seah Ivor W. Tsang Yew-Soon Ong

ordinal number transfer of learning classifier machine learning selection bias +7 more

IEEE Transactions on Neural Networks 17 citations Published 2013-06-28
Enhanced Computer Vision With Microsoft Kinect Sensor: A Review (2013)

Jungong Han Ling Shao Dong Xu Jamie Shotton

gesture recognition video tracking cognitive neuroscience of visual object recognition image sensor computer vision +6 more

IEEE Transactions on Systems, Man, and Cybernetics 1,627 citations Published 2013-06-25
Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior (2013)

Gangqiang Zhao Junsong Yuan Gang Hua

video tracking topic model prior probability feature extraction data driven +7 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 19 citations Published 2013-06-23
Subcategory-Aware Object Classification (2013)

Jian Dong Wei Xia Qiang Chen Jianshi Feng Zhongyang Huang Shuicheng Yan

subcategory contextual image classification object detection graph theory ambiguity +5 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 114 citations Published 2013-06-23
Shading-Based Shape Refinement of RGB-D Images (2013)

Lap-Fai Yu Sai-Kit Yeung Yu-Wing Tai Stephen Lin

depth map shading computer vision albedo ambiguity +3 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 123 citations Published 2013-06-23
Multi-view Photometric Stereo with Spatially Varying Isotropic Materials (2013)

Zhenglong Zhou Zhe Wu Ping Tan

photometric stereo bidirectional reflectance distribution function digital camera isotropy mean squared error +6 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 59 citations Published 2013-06-23
Learning by Associating Ambiguously Labeled Images (2013)

Zinan Zeng Shijie Xiao Kui Jia Tsung-Han Chan Shenghua Gao Dong Xu Yi Ma

contextual image classification support vector machine partial permutation pattern recognition machine learning +6 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 76 citations Published 2013-06-23
Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection (2013)

Xiaolong Wang Liang Lin Lichao Huang Shuicheng Yan

multiclass classification object model 3d single object recognition method object detection +6 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 17 citations Published 2013-06-23
Improving Image Matting Using Comprehensive Sampling Sets (2013)

Ehsan Shahrian Deepu Rajan Brian Price Scott Cohen

background subtraction sampling pixel computer vision pattern recognition +3 more

2013 IEEE Conference on Computer Vision and Pattern Recognition 152 citations Published 2013-06-23

Previous Next

Partial-Duplicate Image Retrieval via Saliency-Guided Visual Matching (2013)

Overlapping sound event recognition using local spectrogram features and the generalised hough transform (2013)

On Predicting the Popularity of Newly Emerging Hashtags in Twitter (2013)

Multiagent Information Fusion and Cooperative Control in Target Search (2013)

MKBoost: A Framework of Multiple Kernel Boosting (2013)

Joint Image Registration and Super-Resolution From Low-Resolution Images With Zooming Motion (2013)

Interactive Applications for Sketch-Based Editable Polycube Map (2013)

Breast cancer detection from thermal images using bispectral invariant features (2013)

An indoor dead-reckoning algorithm with map matching (2013)

Active appearance models using statistical characteristics of Gabor based texture representation (2013)

Abnormal event detection in crowded scenes using sparse representation (2013)

Transfer Ordinal Label Learning (2013)

Enhanced Computer Vision With Microsoft Kinect Sensor: A Review (2013)

Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior (2013)

Subcategory-Aware Object Classification (2013)

Shading-Based Shape Refinement of RGB-D Images (2013)

Multi-view Photometric Stereo with Spatially Varying Isotropic Materials (2013)

Learning by Associating Ambiguously Labeled Images (2013)

Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection (2013)

Improving Image Matting Using Comprehensive Sampling Sets (2013)