Publications - Machine Learning SG

Benchmarking neuromorphic vision: lessons learnt from computer vision (2015)

Cheston Tan Stephane Lallee Garrick Orchard

neuromorphic engineering benchmarking data science computer science computer vision +5 more

Frontiers in Neuroscience 23 citations Published 2015-10-13
AR in Hand: Egocentric Palm Pose Tracking and Gesture Recognition for Augmented Reality Applications (2015)

Hui Liang Junsong Yuan Daniel Thalmann Nadia Magnenat Thalmann

gesture recognition augmented reality gesture camera resectioning wearable technology +6 more

Proceedings of the 23rd ACM international conference on Multimedia 23 citations Published 2015-10-13
Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns (2015)

Soujanya Poria Erik Cambria Alexander Gelbukh Federica Bisio Amir Hussain

sentiment analysis unstructured data computational intelligence computational linguistics natural language +8 more

IEEE Computational Intelligence Magazine 132 citations Published 2015-10-12
Seeing Your Face Is Not Enough: An Inertial Sensor-Based Liveness Detection for Face Authentication (2015)

Yan Li Yingjiu Li Qiang Yan Hancong Kong Robert H. Deng

authentication mobile device liveness password inertial measurement unit +6 more

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security 24 citations Published 2015-10-12
Predicting Eye Fixations on Webpage With an Ensemble of Early Features and High-Level Representations from Deep Network (2015)

Chengyao Shen Xun Huang Qi Zhao

banner blindness salience deep learning visualization feature extraction +7 more

IEEE Transactions on Multimedia 18 citations Published 2015-10-08
Multiple Spectral Peak Tracking for Heart Rate Monitoring from Photoplethysmography Signal During Intensive Physical Exercise (2015)

Navaneet K. Lakshminarasimha Murthy Pavan C. Madhusudana Pradyumna Suresha Vijitha Periyasamy Prasanta Kumar Ghosh

initialization spectrogram photoplethysmogram heart rate active noise control +7 more

IEEE Signal Processing Letters 22 citations Published 2015-10-05
Multimodal Dictionary Learning and Joint Sparse Representation for HEp-2 Cell Classification (2015)

Ali Taalimi Shahab Ensafi Shahab Ensafi Hairong Qi Shijian Lu Ashraf A. Kassim Chew Lim Tan

k svd sparse approximation discriminative model local binary patterns classifier +7 more

International Conference on Medical Image Computing and Computer-Assisted Intervention 11 citations Published 2015-10-05
Automatic Feature Learning for Glaucoma Detection Based on Deep Learning (2015)

Xiangyu Chen Yanwu Xu Shuicheng Yan Damon Wing Kee Wong Tien Yin Wong Jiang Liu

deep learning feature learning multilayer perceptron convolutional neural network artificial neural network +7 more

International Conference on Medical Image Computing and Computer-Assisted Intervention 93 citations Published 2015-10-05
A Patch-Structure Representation Method for Quality Assessment of Contrast Changed Images (2015)

Shiqi Wang Kede Ma Hojatollah Yeganeh Zhou Wang Weisi Lin

image quality adaptive representation computer vision distortion perceptual distortion +6 more

IEEE Signal Processing Letters 137 citations Published 2015-10-05
Video Compression Artifact Reduction via Spatio-Temporal Multi-Hypothesis Prediction (2015)

Xinfeng Zhang Ruiqin Xiong Weisi Lin Siwei Ma Jiaying Liu Wen Gao

compression artifact data compression vector quantization motion compensation lapped transform +6 more

IEEE Transactions on Image Processing 27 citations Published 2015-10-01
Self-calibration and visual SLAM with a multi-camera system on a micro aerial vehicle (2015)

Lionel Heng Gim Hee Lee Marc Pollefeys

stereo camera stereo cameras simultaneous localization and mapping triangulation computer vision +6 more

Autonomous Robots 71 citations Published 2015-10-01
On robust image spam filtering via comprehensive visual modeling (2015)

Jialie Shen Robert H. Deng Zhiyong Cheng Liqiang Nie Shuicheng Yan

image spam bag of words model robustness discriminative model visual modeling +7 more

Pattern Recognition 22 citations Published 2015-10-01
Oblique Decision Tree Ensemble via Multisurface Proximal Support Vector Machine (2015)

Le Zhang Ponnuthurai N. Suganthan

decision boundary margin classifier structured support vector machine support vector machine hyperplane +6 more

IEEE Transactions on Systems, Man, and Cybernetics 86 citations Published 2015-10-01
Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP (2015)

Liang Feng Yew-Soon Ong Meng-Hiot Lim Ivor W. Tsang

memetic algorithm metaheuristic optimization problem evolutionary algorithm vehicle routing problem +5 more

IEEE Transactions on Evolutionary Computation 137 citations Published 2015-10-01
Lumbar Ultrasound Image Feature Extraction and Classification with Support Vector Machine (2015)

Shuang Yu Kok Kiong Tan Ban Leong Sng Shengjin Li Alex Tiong Heng Sia

feature extraction template matching contextual image classification support vector machine feature selection +7 more

Ultrasound in Medicine and Biology 21 citations Published 2015-10-01
Learning LBP structure by maximizing the conditional mutual information (2015)

Jianfeng Ren Xudong Jiang Junsong Yuan

local binary patterns discriminative model facial recognition system histogram conditional mutual information +7 more

Pattern Recognition 55 citations Published 2015-10-01
Landmark recognition with sparse representation classification and extreme learning machine (2015)

Jiuwen Cao Yanfei Zhao Xiaoping Lai Marcus Eng Hock Ong Marcus Eng Hock Ong Chun Yin Zhi Xiong Koh Nan Liu Nan Liu

sparse approximation extreme learning machine artificial neural network landmark histogram +7 more

Journal of The Franklin Institute-engineering and Applied Mathematics 73 citations Published 2015-10-01
HFirst: A Temporal Approach to Object Recognition (2015)

Garrick Orchard Cedric Meyer Ralph Etienne-Cummings Christoph Posch Nitish Thakor Ryad Benosman

3d single object recognition cognitive neuroscience of visual object recognition asynchronous communication neuromorphic engineering artificial neural network +5 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 156 citations Published 2015-10-01
Heterogeneous comprehensive learning particle swarm optimization with enhanced exploration and exploitation (2015)

Nandar Lynn Ponnuthurai Nagaratnam Suganthan

multi swarm optimization metaheuristic particle swarm optimization swarm behaviour meta optimization +4 more

Swarm and evolutionary computation 244 citations Published 2015-10-01
GSETSK: a generic self-evolving TSK fuzzy neural network with a novel Hebbian-based rule reduction approach (2015)

Ngoc Nam Nguyen Weigui Jair Zhou Chai Quek

fuzzy rule fuzzy set operations neuro fuzzy fuzzy classification fuzzy set +6 more

Applied Soft Computing 14 citations Published 2015-10-01

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Benchmarking neuromorphic vision: lessons learnt from computer vision (2015)

AR in Hand: Egocentric Palm Pose Tracking and Gesture Recognition for Augmented Reality Applications (2015)

Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns (2015)

Seeing Your Face Is Not Enough: An Inertial Sensor-Based Liveness Detection for Face Authentication (2015)

Predicting Eye Fixations on Webpage With an Ensemble of Early Features and High-Level Representations from Deep Network (2015)

Multiple Spectral Peak Tracking for Heart Rate Monitoring from Photoplethysmography Signal During Intensive Physical Exercise (2015)

Multimodal Dictionary Learning and Joint Sparse Representation for HEp-2 Cell Classification (2015)

Automatic Feature Learning for Glaucoma Detection Based on Deep Learning (2015)

A Patch-Structure Representation Method for Quality Assessment of Contrast Changed Images (2015)

Video Compression Artifact Reduction via Spatio-Temporal Multi-Hypothesis Prediction (2015)

Self-calibration and visual SLAM with a multi-camera system on a micro aerial vehicle (2015)

On robust image spam filtering via comprehensive visual modeling (2015)

Oblique Decision Tree Ensemble via Multisurface Proximal Support Vector Machine (2015)

Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP (2015)

Lumbar Ultrasound Image Feature Extraction and Classification with Support Vector Machine (2015)

Learning LBP structure by maximizing the conditional mutual information (2015)

Landmark recognition with sparse representation classification and extreme learning machine (2015)

HFirst: A Temporal Approach to Object Recognition (2015)

Heterogeneous comprehensive learning particle swarm optimization with enhanced exploration and exploitation (2015)

GSETSK: a generic self-evolving TSK fuzzy neural network with a novel Hebbian-based rule reduction approach (2015)