Publications - Machine Learning SG

An inter-image redundancy measure for image set compression (2015)

Xinfeng Zhang Yabin Zhang Weisi Lin Siwei Ma Wen Gao

image compression standard test image redundancy image texture feature detection +7 more

2015 IEEE International Symposium on Circuits and Systems (ISCAS) 12 citations Published 2015-05-24
A 128 channel 290 GMACs/W machine learning based co-processor for intention decoding in brain machine interfaces (2015)

Yi Chen Enyi Yao Arindam Basu

extreme learning machine decoding methods feature dimension coprocessor analog signal processing +6 more

2015 IEEE International Symposium on Circuits and Systems (ISCAS) 18 citations Published 2015-05-24
Full-Reference Quality Assessment of Stereoscopic Images by Learning Binocular Receptive Field Properties (2015)

Feng Shao Kemeng Li Weisi Lin Gangyi Jiang Mei Yu Qionghai Dai

image quality stereoscopy luminance visualization quality score +7 more

IEEE Transactions on Image Processing 76 citations Published 2015-05-21
Large Margin Coupled Feature Learning for cross-modal face recognition (2015)

Yi Jin Jiwen Lu Qiuqi Ruan

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

2015 International Conference on Biometrics (ICB) 12 citations Published 2015-05-19
A closed-form estimate of 3D ICP covariance (2015)

Prakhya Sai Manoj Liu Bingbing Yan Rui Weisi Lin

covariance iterative closest point point cloud rigid transformation maxima and minima +7 more

2015 14th IAPR International Conference on Machine Vision Applications (MVA) 22 citations Published 2015-05-18
Active semi-supervised defect categorization (2015)

Ferdian Thung Xuan-Bach D. Le David Lo

semi supervised learning active learning support vector machine categorization software system +7 more

Proceedings of the 2015 IEEE 23rd International Conference on Program Comprehension 22 citations Published 2015-05-16
What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt’s Dream and John von Neumann’s Puzzle (2015)

Guang-Bin Huang

extreme learning machine artificial neural network types of artificial neural networks competitive learning feature learning +6 more

Cognitive Computation 331 citations Published 2015-05-15
Visual Servoed Three-Dimensional Cell Rotation System (2015)

Zenan Wang Win Tun Latt Steven Yih Min Tan Wei Tech Ang

visual servoing controllability cardinal point torque microscope +6 more

IEEE Transactions on Biomedical Engineering 23 citations Published 2015-05-15
A Low-Cost Open-Source 3-D-Printed Three-Finger Gripper Platform for Research and Educational Purposes (2015)

Kuat Telegenov Yedige Tlegenov Almas Shintemirov

robot end effector grippers robot robotics underactuation +7 more

IEEE Access 22 citations Published 2015-05-15
PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures With Edge-Preserving Coherence (2015)

Keze Wang Liang Lin Jiangbo Lu Chenglong Li Keyang Shi

kadir brady saliency detector image segmentation salience feature extraction pixel +7 more

IEEE Transactions on Image Processing 78 citations Published 2015-05-13
Landmark Classification With Hierarchical Multi-Modal Exemplar Feature (2015)

Lei Zhu Jialie Shen Hai Jin Liang Xie Ran Zheng

contextual image classification feature extraction landmark dimensionality reduction boosting +7 more

IEEE Transactions on Multimedia 42 citations Published 2015-05-08
The FG 2015 Kinship Verification in the Wild Evaluation (2015)

Jiwen Lu Junlin Hu Venice Erin Liong Xiuzhuang Zhou Andrea Bottino Ihtesham Ul Islam Tiago Figueiredo Vieira Xiaoqian Qin Xiaoyang Tan Songcan Chen Shahar Mahpod Yosi Keller Lilei Zheng Khalid Idrissi Christophe Garcia Stefan Duffner Atilla Baskurt Modesto Castrillon-Santana Javier Lorenzo-Navarro

kinship gesture recognition astronautics feature extraction artificial intelligence +1 more

2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) 82 citations Published 2015-05-04
Robust Multiview Feature Learning for RGB-D Image Understanding (2015)

Zheng-Jun Zha Yang Yang Jinhui Tang Meng Wang Tat-Seng Chua

feature learning feature robustness graph embedding discriminative model +7 more

ACM Transactions on Intelligent Systems and Technology 12 citations Published 2015-05-04
Morphological Decomposition in the Recognition of Prefixed and Suffixed Words: Evidence From Korean (2015)

Say Young Kim Min Wang Marcus Taft

lexical decision task prefix word recognition priming morpheme +6 more

Scientific Studies of Reading 14 citations Published 2015-05-04
Kinect Depth Recovery Using a Color-Guided, Region-Adaptive, and Depth-Selective Framework (2015)

Chongyu Chen Jianfei Cai Jianmin Zheng Tat Jen Cham Guangming Shi

filter computer vision noise reduction regularization fidelity +6 more

ACM Transactions on Intelligent Systems and Technology 15 citations Published 2015-05-04
Driving Timing Convergence of FPGA Designs through Machine Learning and Cloud Computing (2015)

Nachiket Kapre Bibin Chandrashekaran Harnhua Ng Kirvy Teo

timing closure design space exploration cloud computing cad field programmable gate array +6 more

2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom Computing Machines 13 citations Published 2015-05-02
Weighted classifier ensemble based on quadratic form (2015)

Shasha Mao Licheng Jiao Lin Xiong Shuiping Gou Bo Chen Sai-Kit Yeung

ensemble learning quadratic form weight classifier algorithm +7 more

Pattern Recognition 26 citations Published 2015-05-01
Summarizing surveillance videos with local-patch-learning-based abnormality detection, blob sequence optimization, and type-based synopsis (2015)

Weiyao Lin Yihao Zhang Jiwen Lu Bing Zhou Jinjun Wang Yu Zhou

pattern recognition computer vision computer science interference abnormality detection +5 more

Neurocomputing 30 citations Published 2015-05-01
Sparse and Dense Hybrid Representation via Dictionary Decomposition for Face Recognition (2015)

Xudong Jiang Jian Lai

k svd sparse approximation sparse matrix facial recognition system pattern recognition +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 142 citations Published 2015-05-01
Short-term load forecasting by wavelet transform and evolutionary extreme learning machine (2015)

Song Li Peng Wang Lalit Goel

extreme learning machine wavelet transform machine learning electric utility engineering +5 more

Electric Power Systems Research 138 citations Published 2015-05-01

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An inter-image redundancy measure for image set compression (2015)

A 128 channel 290 GMACs/W machine learning based co-processor for intention decoding in brain machine interfaces (2015)

Full-Reference Quality Assessment of Stereoscopic Images by Learning Binocular Receptive Field Properties (2015)

Large Margin Coupled Feature Learning for cross-modal face recognition (2015)

A closed-form estimate of 3D ICP covariance (2015)

Active semi-supervised defect categorization (2015)

What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt’s Dream and John von Neumann’s Puzzle (2015)

Visual Servoed Three-Dimensional Cell Rotation System (2015)

A Low-Cost Open-Source 3-D-Printed Three-Finger Gripper Platform for Research and Educational Purposes (2015)

PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures With Edge-Preserving Coherence (2015)

Landmark Classification With Hierarchical Multi-Modal Exemplar Feature (2015)

The FG 2015 Kinship Verification in the Wild Evaluation (2015)

Robust Multiview Feature Learning for RGB-D Image Understanding (2015)

Morphological Decomposition in the Recognition of Prefixed and Suffixed Words: Evidence From Korean (2015)

Kinect Depth Recovery Using a Color-Guided, Region-Adaptive, and Depth-Selective Framework (2015)

Driving Timing Convergence of FPGA Designs through Machine Learning and Cloud Computing (2015)

Weighted classifier ensemble based on quadratic form (2015)

Summarizing surveillance videos with local-patch-learning-based abnormality detection, blob sequence optimization, and type-based synopsis (2015)

Sparse and Dense Hybrid Representation via Dictionary Decomposition for Face Recognition (2015)

Short-term load forecasting by wavelet transform and evolutionary extreme learning machine (2015)