Publications - Machine Learning SG

Improving robustness of deep neural networks via spectral masking for automatic speech recognition (2013)

Bo Li Khe Chai Sim

intelligibility robustness artificial neural network auditory scene analysis hidden markov model +7 more

2013 IEEE Workshop on Automatic Speech Recognition and Understanding 24 citations Published 2013-12-01
Image Re-Attentionizing (2013)

Tam V. Nguyen Bingbing Ni Hairong Liu Wei Xia Jiebo Luo Mohan Kankanhalli Shuicheng Yan

image texture binary image image segmentation markov random field cut +7 more

IEEE Transactions on Multimedia 30 citations Published 2013-12-01
How Related Exemplars Help Complex Event Detection in Web Videos (2013)

Yi Yang Zhigang Ma Zhongwen Xu Shuicheng Yan Alexander G. Hauptmann

trecvid natural language processing abstraction artificial intelligence computer vision +3 more

2013 IEEE International Conference on Computer Vision 62 citations Published 2013-12-01
Hierarchical Part Matching for Fine-Grained Visual Categorization (2013)

Lingxi Xie Qi Tian Richang Hong Shuicheng Yan Bo Zhang

contextual image classification segmentation based object categorization categorization image segmentation discriminative model +7 more

2013 IEEE International Conference on Computer Vision 98 citations Published 2013-12-01
Fusion of Median and Bilateral Filtering for Range Image Upsampling (2013)

Qingxiong Yang Narendra Ahuja Ruigang Yang Kar-Han Tan James Davis Bruce Culbertson John Apostolopoulos Gang Wang

upsampling median filter bilateral filter image noise color image +6 more

IEEE Transactions on Image Processing 92 citations Published 2013-12-01
Forward Basis Selection for Pursuing Sparse Representations over a Dictionary (2013)

Xiao-Tong Yuan Shuicheng Yan

k svd sparse approximation sparse matrix greedy algorithm convex optimization +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 12 citations Published 2013-12-01
Feature Weighting via Optimal Thresholding for Video Analysis (2013)

Zhongwen Xu Yi Yang Ivor Tsang Nicu Sebe Alexander G. Hauptmann

thresholding feature trecvid image fusion feature extraction +6 more

2013 IEEE International Conference on Computer Vision 52 citations Published 2013-12-01
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration (2013)

Chenglong Bao Jian-Feng Cai Hui Ji

k svd sparse approximation sparse image image restoration image processing +7 more

2013 IEEE International Conference on Computer Vision 73 citations Published 2013-12-01
Exploiting Reflection Change for Automatic Reflection Removal (2013)

Yu Li Michael S. Brown

iterative reconstruction computer vision interference small set exploit +2 more

2013 IEEE International Conference on Computer Vision 124 citations Published 2013-12-01
Efficient Hand Pose Estimation from a Single Depth Image (2013)

Chi Xu Li Cheng

3d pose estimation pose motion estimation feature extraction optimization problem +7 more

2013 IEEE International Conference on Computer Vision 192 citations Published 2013-12-01
Effective Online Group Discovery in Trajectory Databases (2013)

Xiaohui Li Vaida Ceikute Christian S. Jensen Kian-Lee Tan

dbscan cluster analysis cardinality data stream approximation algorithm +8 more

IEEE Transactions on Knowledge and Data Engineering 33 citations Published 2013-12-01
Discovering Discriminative Graphlets for Aerial Image Categories Recognition (2013)

Luming Zhang Yahong Han Yi Yang Mingli Song Shuicheng Yan Qi Tian

aerial image feature extraction feature vector discriminative model cognitive neuroscience of visual object recognition +7 more

IEEE Transactions on Image Processing 188 citations Published 2013-12-01
Cross-Field Joint Image Restoration via Scale Map (2013)

Qiong Yan Xiaoyong Shen Li Xu Shaojie Zhuo Xiaopeng Zhang Liang Shen Jiaya Jia

image restoration color image image gradient image processing binary image +6 more

2013 IEEE International Conference on Computer Vision 87 citations Published 2013-12-01
Correntropy Induced L2 Graph for Robust Subspace Clustering (2013)

Canyi Lu Jinhui Tang Min Lin Liang Lin Shuicheng Yan Zhouchen Lin

cluster analysis cure data clustering algorithm correlation clustering k medians clustering robustness +6 more

2013 IEEE International Conference on Computer Vision 73 citations Published 2013-12-01
Correlation Adaptive Subspace Segmentation by Trace Lasso (2013)

Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan

subspace topology sparse matrix linear subspace spectral clustering lasso +6 more

2013 IEEE International Conference on Computer Vision 166 citations Published 2013-12-01
Computer Aided Diagnosis of ADHD Using Brain Magnetic Resonance Images (2013)

B. S. Mahanand R. Savitha S. Suresh

population cerebellar vermis region of interest computer aided diagnosis medical diagnosis +6 more

Proceedings of the 26th Australasian Joint Conference on AI 2013: Advances in Artificial Intelligence - Volume 8272 16 citations Published 2013-12-01
Automatic knee cartilage segmentation from multi-contrast MR images using support vector machine classification with spatial dependencies. (2013)

Kunlei Zhang Wenmiao Lu Pina Marziliano

scale space segmentation segmentation feature support vector machine discriminative model +6 more

Magnetic Resonance Imaging 37 citations Published 2013-12-01
An improved ridge features extraction algorithm for distorted fingerprints matching (2013)

Thi Hanh Nguyen Yi Wang Renfa Li

fingerprint recognition minutiae feature extraction fingerprint word error rate +6 more

Journal of Information Security and Applications archive 26 citations Published 2013-12-01
A Metacognitive Neuro-Fuzzy Inference System (McFIS) for Sequential Classification Problems (2013)

Kartick Subramanian Sundaram Suresh Narasimhan Sundararajan

semi supervised learning active learning sequence learning artificial neural network binary classification +6 more

IEEE Transactions on Fuzzy Systems 114 citations Published 2013-12-01
A Learning-Based Approach to Reduce JPEG Artifacts in Image Matting (2013)

Inchang Choi Sunyeong Kim Michael S. Brown Yu-Wing Tai

lossless jpeg jpeg 2000 quantization jpeg compression artifact +7 more

2013 IEEE International Conference on Computer Vision 17 citations Published 2013-12-01

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Improving robustness of deep neural networks via spectral masking for automatic speech recognition (2013)

Image Re-Attentionizing (2013)

How Related Exemplars Help Complex Event Detection in Web Videos (2013)

Hierarchical Part Matching for Fine-Grained Visual Categorization (2013)

Fusion of Median and Bilateral Filtering for Range Image Upsampling (2013)

Forward Basis Selection for Pursuing Sparse Representations over a Dictionary (2013)

Feature Weighting via Optimal Thresholding for Video Analysis (2013)

Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration (2013)

Exploiting Reflection Change for Automatic Reflection Removal (2013)

Efficient Hand Pose Estimation from a Single Depth Image (2013)

Effective Online Group Discovery in Trajectory Databases (2013)

Discovering Discriminative Graphlets for Aerial Image Categories Recognition (2013)

Cross-Field Joint Image Restoration via Scale Map (2013)

Correntropy Induced L2 Graph for Robust Subspace Clustering (2013)

Correlation Adaptive Subspace Segmentation by Trace Lasso (2013)

Computer Aided Diagnosis of ADHD Using Brain Magnetic Resonance Images (2013)

Automatic knee cartilage segmentation from multi-contrast MR images using support vector machine classification with spatial dependencies. (2013)

An improved ridge features extraction algorithm for distorted fingerprints matching (2013)

A Metacognitive Neuro-Fuzzy Inference System (McFIS) for Sequential Classification Problems (2013)

A Learning-Based Approach to Reduce JPEG Artifacts in Image Matting (2013)