Publications - Machine Learning SG

Landmark recognition with compact BoW histogram and ensemble ELM (2016)

Jiuwen Cao Tao Chen Jiayuan Fan

landmark visual word feature selection codebook histogram +7 more

Multimedia Tools and Applications 83 citations Published 2016-03-01
Insect–computer hybrid legged robot with user-adjustable speed, step length and walking gait (2016)

Feng Cao Chao Zhang Hao Yu Choo Hirotaka Sato

preferred walking speed gait legged robot biomechanics robotics +6 more

Journal of the Royal Society Interface 19 citations Published 2016-03-01
Human detection from images and videos (2016)

Duc Thanh Nguyen Wanqing Li Philip O. Ogunbona

object detection object class detection template matching computer vision computer science +4 more

Pattern Recognition 155 citations Published 2016-03-01
Deep Fusion of Multiple Semantic Cues for Complex Event Recognition (2016)

Xishan Zhang Hanwang Zhang Yongdong Zhang Yang Yang Meng Wang Huanbo Luan Jintao Li Tat-Seng Chua

feature autoencoder feature extraction feature deep learning +7 more

IEEE Transactions on Image Processing 69 citations Published 2016-03-01
Convolutional Fusion Network for Face Verification in the Wild (2016)

Chao Xiong Luoqi Liu Xiaowei Zhao Shuicheng Yan Tae-Kyun Kim

convolutional neural network robustness mixture model feature extraction artificial neural network +6 more

IEEE Transactions on Circuits and Systems for Video Technology 24 citations Published 2016-03-01
Blind Quality Assessment of Tone-Mapped Images Via Analysis of Information, Naturalness, and Structure (2016)

Ke Gu Shiqi Wang Guangtao Zhai Siwei Ma Xiaokang Yang Weisi Lin Wenjun Zhang Wen Gao

tone mapping image processing digital image processing visualization display device +6 more

IEEE Transactions on Multimedia 99 citations Published 2016-03-01
A tracking solution for mobile augmented reality based on sensor-aided marker-less tracking and panoramic mapping (2016)

L. Yu S. K. Ong A. Y. Nee

video tracking finger tracking tracking system augmented reality panorama +6 more

Multimedia Tools and Applications 15 citations Published 2016-03-01
A Spiking Neural Network System for Robust Sequence Recognition (2016)

Qiang Yu Rui Yan Huajin Tang Kay Chen Tan Haizhou Li

spiking neural network random neural network spike train perceptron robustness +6 more

IEEE Transactions on Neural Networks 69 citations Published 2016-03-01
A Deterministic Analysis for LRR (2016)

Guangcan Liu Huan Xu Jinhui Tang Qingshan Liu Shuicheng Yan

electronic mail image segmentation synthetic data anomaly detection segmentation +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 53 citations Published 2016-03-01
SAR Ground Moving Target Imaging Algorithm Based on Parametric and Dynamic Sparse Bayesian Learning (2016)

Lei Yang Lifan Zhao Guoan Bi Liren Zhang

bayesian inference synthetic aperture radar parametric statistics bayesian probability posterior probability +6 more

IEEE Transactions on Geoscience and Remote Sensing 37 citations Published 2016-02-29
Fingerprint Liveness Detection From Single Image Using Low-Level Features and Shape Analysis (2016)

Rohit Kumar Dubey Jonathan Goh Vrizlynn L. L. Thing

fingerprint spoofing attack feature extraction gabor wavelet biometrics +7 more

IEEE Transactions on Information Forensics and Security 25 citations Published 2016-02-29
Barehanded music: real-time hand interaction for virtual piano (2016)

Hui Liang Jin Wang Qian Sun Yong-Jin Liu Junsong Yuan Jun Luo Ying He

finger tapping finger tracking gesture desk piano +7 more

Proceedings of the 20th ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games 13 citations Published 2016-02-27
Scene Parsing With Integration of Parametric and Non-Parametric Models (2016)

Bing Shuai Zhen Zuo Gang Wang Bing Wang

parametric statistics discriminative model parametric model convolutional neural network artificial neural network +6 more

IEEE Transactions on Image Processing 16 citations Published 2016-02-24
Development of a Multi-Channel Concentric Tube Robotic System With Active Vision for Transnasal Nasopharyngeal Carcinoma Procedures (2016)

Haibo Yu Liao Wu Keyu Wu Hongliang Ren

active vision teleoperation robotic surgery robotics robot +6 more

IEEE Robotics and Automation Letters 21 citations Published 2016-02-16
A Quaternion Weighted Fourier Linear Combiner for Modeling Physiological Tremor (2016)

Kabita Adhikari Sivanagaraja Tatinati Wei Tech Ang Kalyana C. Veluvolu Kianoush Nazarpour

essential tremor quaternion coherence fourier analysis fourier transform +7 more

IEEE Transactions on Biomedical Engineering 18 citations Published 2016-02-15
Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis (2016)

Nir Ofek Soujanya Poria Lior Rokach Erik Cambria Amir Hussain Asaf Shabtai

sentiment analysis commonsense knowledge semantics natural language knowledge base +6 more

Cognitive Computation 20 citations Published 2016-02-12
Transfer learning for cross-language text categorization through active correspondences construction (2016)

Joey Tianyi Zhou Sinno Jialin Pan Ivor W. Tsang Shen-Shyang Ho

active learning transfer of learning natural language processing machine learning computer science +2 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 24 citations Published 2016-02-12
Recognizing complex activities by a probabilistic interval-based model (2016)

Li Liu Li Cheng Ye Liu Yongpo Jia David S. Rosenblum

probabilistic logic chinese restaurant process latent variable activity recognition transitive relation +6 more

AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence 197 citations Published 2016-02-12
No-reference quality assessment of deblocked images (2016)

Leida Li Yu Zhou Weisi Lin Jinjian Wu Xinfeng Zhang Beijing Chen

image quality jpeg image compression mean opinion score deblocking filter +6 more

Neurocomputing 77 citations Published 2016-02-12
Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction. (2016)

Yong Liu Yong Liu Min Wu Chunyan Miao Peilin Zhao Xiao-Li Li

matrix decomposition regularization data mining machine learning drug discovery +7 more

PLOS Computational Biology 169 citations Published 2016-02-12

Previous Next

Landmark recognition with compact BoW histogram and ensemble ELM (2016)

Insect–computer hybrid legged robot with user-adjustable speed, step length and walking gait (2016)

Human detection from images and videos (2016)

Deep Fusion of Multiple Semantic Cues for Complex Event Recognition (2016)

Convolutional Fusion Network for Face Verification in the Wild (2016)

Blind Quality Assessment of Tone-Mapped Images Via Analysis of Information, Naturalness, and Structure (2016)

A tracking solution for mobile augmented reality based on sensor-aided marker-less tracking and panoramic mapping (2016)

A Spiking Neural Network System for Robust Sequence Recognition (2016)

A Deterministic Analysis for LRR (2016)

SAR Ground Moving Target Imaging Algorithm Based on Parametric and Dynamic Sparse Bayesian Learning (2016)

Fingerprint Liveness Detection From Single Image Using Low-Level Features and Shape Analysis (2016)

Barehanded music: real-time hand interaction for virtual piano (2016)

Scene Parsing With Integration of Parametric and Non-Parametric Models (2016)

Development of a Multi-Channel Concentric Tube Robotic System With Active Vision for Transnasal Nasopharyngeal Carcinoma Procedures (2016)

A Quaternion Weighted Fourier Linear Combiner for Modeling Physiological Tremor (2016)

Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis (2016)

Transfer learning for cross-language text categorization through active correspondences construction (2016)

Recognizing complex activities by a probabilistic interval-based model (2016)

No-reference quality assessment of deblocked images (2016)

Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction. (2016)