Publications - Machine Learning SG

SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor (2013)

Xiaochun Cao Hua Zhang Si Liu Xiaojie Guo Liang Lin

sketch shape context feature extraction image retrieval histogram +7 more

2013 IEEE International Conference on Computer Vision 71 citations Published 2013-12-01
Stereovision based obstacle detection system for unmanned surface vehicle (2013)

Han Wang Zhuo Wei

object detection obstacle video tracking remotely operated underwater vehicle stereopsis +6 more

2013 IEEE International Conference on Robotics and Biomimetics (ROBIO) 16 citations Published 2013-12-01
Spectral-spatial classification of hyperspectral image using autoencoders (2013)

Zhouhan Lin Yushi Chen Xing Zhao Gang Wang

autoencoder contextual image classification hyperspectral imaging feature extraction support vector machine +6 more

2013 9th International Conference on Information, Communications & Signal Processing 86 citations Published 2013-12-01
Sparse Canonical Correlation Analysis: New Formulation and Algorithm (2013)

Delin Chu Li-Zhi Liao Michael K. Ng Xiaowei Zhang

canonical correlation linear discriminant analysis covariance sparse matrix matrix +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 89 citations Published 2013-12-01
Semantically-Based Human Scanpath Estimation with HMMs (2013)

Huiying Liu Dong Xu Qingming Huang Wen Li Min Xu Stephen Lin

hidden markov model feature extraction salience unsupervised learning gaze +6 more

2013 IEEE International Conference on Computer Vision 22 citations Published 2013-12-01
Semantic Segmentation without Annotating Segments (2013)

Wei Xia Csaba Domokos Jian Dong Loong-Fah Cheong Shuicheng Yan

scale space segmentation segmentation based object categorization minimum bounding box image segmentation range segmentation +7 more

2013 IEEE International Conference on Computer Vision 32 citations Published 2013-12-01
Robust Object Tracking with Online Multi-lifespan Dictionary Learning (2013)

Junliang Xing Jin Gao Bing Li Weiming Hu Shuicheng Yan

video tracking k svd robustness sparse approximation sequential estimation +6 more

2013 IEEE International Conference on Computer Vision 87 citations Published 2013-12-01
Robust Feature Set Matching for Partial Face Recognition (2013)

Renliang Weng Jiwen Lu Junlin Hu Gao Yang Yap-Peng Tan

three dimensional face recognition face detection feature extraction facial recognition system point set registration +5 more

2013 IEEE International Conference on Computer Vision 34 citations Published 2013-12-01
Recognizing Text with Perspective Distortion in Natural Scenes (2013)

Trung Quy Phan Palaiahnakote Shivakumara Shangxuan Tian Chew Lim Tan

intelligent word recognition feature word recognition scale invariant feature transform perspective distortion +6 more

2013 IEEE International Conference on Computer Vision 165 citations Published 2013-12-01
Perspective Motion Segmentation via Collaborative Clustering (2013)

Zhuwen Li Jiaming Guo Loong-Fah Cheong Steven Zhiying Zhou

scale space segmentation segmentation based object categorization image segmentation cluster analysis correlation clustering +6 more

2013 IEEE International Conference on Computer Vision 52 citations Published 2013-12-01
Pattern Masking Estimation in Image With Structural Uncertainty (2013)

Jinjian Wu Weisi Lin Guangming Shi Xiaotian Wang Fu Li

visual masking masking human visual system model just noticeable difference image texture +6 more

IEEE Transactions on Image Processing 60 citations Published 2013-12-01
Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification (2013)

Zhao Zhang Shuicheng Yan Mingbo Zhao

sparse approximation dimensionality reduction unsupervised learning feature extraction subspace topology +6 more

IEEE Transactions on Image Processing 41 citations Published 2013-12-01
One-step and multi-step ahead stock prediction using backpropagation neural networks (2013)

Guanqun Dong Kamaladdin Fataliyev Lipo Wang

artificial neural network backpropagation economic forecasting artificial intelligence machine learning +4 more

2013 9th International Conference on Information, Communications & Signal Processing 17 citations Published 2013-12-01
Multi-channel Correlation Filters (2013)

Hamed Kiani Galoogahi Terence Sim Simon Lucey

object detection signal processing detector memory footprint frequency domain +6 more

2013 IEEE International Conference on Computer Vision 268 citations Published 2013-12-01
Mangrove biomass estimation in Southwest Thailand using machine learning (2013)

Nicholas R.A. Jachowski Michelle S.Y. Quak Daniel A. Friess Decha Duangnamon Edward L. Webb Alan D. Ziegler

biomass mangrove tree measurement ecosystem species diversity +6 more

Applied Geography 83 citations Published 2013-12-01
Low-Rank Sparse Coding for Image Classification (2013)

Tianzhu Zhang Bernard Ghanem Si Liu Changsheng Xu Narendra Ahuja

feature extraction neural coding contextual image classification codebook scale invariant feature transform +6 more

2013 IEEE International Conference on Computer Vision 127 citations Published 2013-12-01
Learning to Share Latent Tasks for Action Recognition (2013)

Qiang Zhou Gang Wang Kui Jia Qi Zhao

multi task learning knowledge sharing gesture recognition classifier machine learning +6 more

2013 IEEE International Conference on Computer Vision 60 citations Published 2013-12-01
Joint Bit Allocation and Rate Control for Coding Multi-View Video Plus Depth Based 3D Video (2013)

Feng Shao Gangyi Jiang Weisi Lin Mei Yu Qionghai Dai

average bitrate constant bitrate video quality multiview video coding variable bitrate +6 more

IEEE Transactions on Multimedia 66 citations Published 2013-12-01
Intrinsic Image Decomposition Using a Sparse Representation of Reflectance (2013)

Li Shen Chuohao Yeo Binh-Son Hua

sparse approximation image resolution pixel wavelet transform multiresolution analysis +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 30 citations Published 2013-12-01
Integrated Oversampling for Imbalanced Time Series Classification (2013)

Hong Cao Xiao-Li Li David Yew-Kwong Woon See-Kiong Ng

oversampling and undersampling in data analysis oversampling covariance matrix covariance interpolation +7 more

IEEE Transactions on Knowledge and Data Engineering 88 citations Published 2013-12-01

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SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor (2013)

Stereovision based obstacle detection system for unmanned surface vehicle (2013)

Spectral-spatial classification of hyperspectral image using autoencoders (2013)

Sparse Canonical Correlation Analysis: New Formulation and Algorithm (2013)

Semantically-Based Human Scanpath Estimation with HMMs (2013)

Semantic Segmentation without Annotating Segments (2013)

Robust Object Tracking with Online Multi-lifespan Dictionary Learning (2013)

Robust Feature Set Matching for Partial Face Recognition (2013)

Recognizing Text with Perspective Distortion in Natural Scenes (2013)

Perspective Motion Segmentation via Collaborative Clustering (2013)

Pattern Masking Estimation in Image With Structural Uncertainty (2013)

Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification (2013)

One-step and multi-step ahead stock prediction using backpropagation neural networks (2013)

Multi-channel Correlation Filters (2013)

Mangrove biomass estimation in Southwest Thailand using machine learning (2013)

Low-Rank Sparse Coding for Image Classification (2013)

Learning to Share Latent Tasks for Action Recognition (2013)

Joint Bit Allocation and Rate Control for Coding Multi-View Video Plus Depth Based 3D Video (2013)

Intrinsic Image Decomposition Using a Sparse Representation of Reflectance (2013)

Integrated Oversampling for Imbalanced Time Series Classification (2013)