Publications - Machine Learning SG

Building a Test Collection for Sorani Kurdish (2013)

Kyumars Sheykh Esmaili Donya Eliassi Shahin Salavati Purya Aliabadi Asrin Mohammadi Somayeh Yosefi Shownem Hakimi

project management natural language processing information retrieval normalization computer science +2 more

2013 ACS International Conference on Computer Systems and Applications (AICCSA) 17 citations Published 2013-05-27
Time-shifted principal component analysis based cue extraction for stereo audio signals (2013)

Jianjun He Ee-Leng Tan Woon-Seng Gan

audio signal processing principal component analysis feature extraction stereophonic sound pattern recognition +7 more

2013 IEEE International Conference on Acoustics, Speech and Signal Processing 12 citations Published 2013-05-26
Recurrent neural network language modeling for code switching conversational speech (2013)

Heike Adel Ngoc Thang Vu Franziska Kraus Tim Schlippe Haizhou Li Tanja Schultz

recurrent neural network perplexity language model word error rate speech coding +7 more

2013 IEEE International Conference on Acoustics, Speech and Signal Processing 76 citations Published 2013-05-26
Pixel estimation based video forgery detection (2013)

A. V. Subramanyam Sabu Emmanuel

video compression picture types motion compensation quantization data compression pixel +6 more

2013 IEEE International Conference on Acoustics, Speech and Signal Processing 15 citations Published 2013-05-26
Phonetically-constrained PLDA modeling for text-dependent speaker verification with multiple short utterances (2013)

Anthony Larcher Kong Aik Lee Bin Ma Haizhou Li

speaker diarisation speaker recognition normalization speech recognition natural language processing +6 more

2013 IEEE International Conference on Acoustics, Speech and Signal Processing 77 citations Published 2013-05-26
Noise adaptive front-end normalization based on Vector Taylor Series for Deep Neural Networks in robust speech recognition (2013)

Bo Li Khe Chai Sim

artificial neural network mel frequency cepstrum normalization mixture model speech recognition +7 more

2013 IEEE International Conference on Acoustics, Speech and Signal Processing 28 citations Published 2013-05-26
Makeup-robust face verification (2013)

Junlin Hu Yongxin Ge Jiwen Lu Xin Feng

facial recognition system support vector machine subspace topology classifier pattern recognition +6 more

2013 IEEE International Conference on Acoustics, Speech and Signal Processing 22 citations Published 2013-05-26
Human detection using Discriminative and Robust Local Binary Pattern (2013)

Amit Satpathy Xudong Jiang How-Lung Eng

local binary patterns face detection feature extraction discriminative model image texture +7 more

2013 IEEE International Conference on Acoustics, Speech and Signal Processing 13 citations Published 2013-05-26
Dynamic texture recognition using enhanced LBP features (2013)

Jianfeng Ren Xudong Jiang Junsong Yuan

local binary patterns histogram matching adaptive histogram equalization image histogram balanced histogram thresholding +7 more

2013 IEEE International Conference on Acoustics, Speech and Signal Processing 56 citations Published 2013-05-26
Voting base online sequential extreme learning machine for multi-class classification (2013)

Jiuwen Cao Zhiping Lin Guang-Bin Huang

extreme learning machine online machine learning active learning multiclass classification voting +6 more

2013 IEEE International Symposium on Circuits and Systems (ISCAS2013) 12 citations Published 2013-05-19
Formalization of emergence in multi-agent systems (2013)

Yong Meng Teo Ba Linh Luong Claudia Szabo

multi agent system boids open system grammar artificial intelligence +2 more

Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation 16 citations Published 2013-05-19
Mining explicit rules for software process evaluation (2013)

Chengnian Sun Jing Du Ning Chen Siau-Cheng Khoo Ye Yang

software development process classifier data mining machine learning computer science +5 more

Proceedings of the 2013 International Conference on Software and System Process 18 citations Published 2013-05-18
A graph-based approach to commonsense concept extraction and semantic similarity detection (2013)

Dheeraj Rajagopal Erik Cambria Daniel Olsher Kenneth Kwok

commonsense knowledge commonsense reasoning sentiment analysis semantic similarity natural language +6 more

Proceedings of the 22nd International Conference on World Wide Web 86 citations Published 2013-05-13
Sketch-based 3D model retrieval by viewpoint entropy-based adaptive view clustering (2013)

Bo Li Yijuan Lu Henry Johan

cluster analysis entropy sketch shape context fuzzy logic +7 more

3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval 29 citations Published 2013-05-11
SHREC'13 track: retrieval of objects captured with low-cost depth-sensing cameras (2013)

J. Machado A. Ferreira P. B. Pascoal M. Abdelrahman M. Aono M. El-Melegy A. Farag H. Johan B. Li Y. Lu A. Tatsuma

relevance feedback ground truth computer vision computer science contest +4 more

3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval 13 citations Published 2013-05-11
Remote Dynamic Three-Dimensional Scene Reconstruction (2013)

You Yang Qiong Liu Rongrong Ji Yue Gao

motion estimation depth map motion vector image processing filter +6 more

PLOS ONE 23 citations Published 2013-05-07
Projection-based visual guidance for robot-aided RF needle insertion (2013)

Rong Wen Chee-Kong Chui Sim Heng Ong Kah-Bin Lim Stephen Kin Yong Chang

augmented reality image guided surgery projector robot computer vision +7 more

computer assisted radiology and surgery 18 citations Published 2013-05-07
Synthetic 2D LIDAR for precise vehicle localization in 3D urban environment (2013)

Z. J. Chong B. Qin T. Bandyopadhyay M. H. Ang E. Frazzoli D. Rus

odometry monte carlo localization lidar pose robustness +6 more

2013 IEEE International Conference on Robotics and Automation 106 citations Published 2013-05-06
Stable human-robot interaction control for upper-limb rehabilitation robotics (2013)

Juanjuan Zhang Chien Chern Cheah Steven H. Collins

rehabilitation robotics robotics robot human robot interaction controller +6 more

2013 IEEE International Conference on Robotics and Automation 11 citations Published 2013-05-06
Planning how to learn (2013)

Haoyu Bai David Hsu Wee Sun Lee

robot learning partially observable markov decision process motion planning system model mobile robot +6 more

2013 IEEE International Conference on Robotics and Automation 20 citations Published 2013-05-06

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Building a Test Collection for Sorani Kurdish (2013)

Time-shifted principal component analysis based cue extraction for stereo audio signals (2013)

Recurrent neural network language modeling for code switching conversational speech (2013)

Pixel estimation based video forgery detection (2013)

Phonetically-constrained PLDA modeling for text-dependent speaker verification with multiple short utterances (2013)

Noise adaptive front-end normalization based on Vector Taylor Series for Deep Neural Networks in robust speech recognition (2013)

Makeup-robust face verification (2013)

Human detection using Discriminative and Robust Local Binary Pattern (2013)

Dynamic texture recognition using enhanced LBP features (2013)

Voting base online sequential extreme learning machine for multi-class classification (2013)

Formalization of emergence in multi-agent systems (2013)

Mining explicit rules for software process evaluation (2013)

A graph-based approach to commonsense concept extraction and semantic similarity detection (2013)

Sketch-based 3D model retrieval by viewpoint entropy-based adaptive view clustering (2013)

SHREC'13 track: retrieval of objects captured with low-cost depth-sensing cameras (2013)

Remote Dynamic Three-Dimensional Scene Reconstruction (2013)

Projection-based visual guidance for robot-aided RF needle insertion (2013)

Synthetic 2D LIDAR for precise vehicle localization in 3D urban environment (2013)

Stable human-robot interaction control for upper-limb rehabilitation robotics (2013)

Planning how to learn (2013)