Publications - Machine Learning SG

Rao-Blackwellised PHD SLAM (2010)

John Mullane Ba-Ngu Vo Martin D. Adams

simultaneous localization and mapping posterior probability particle filter sensor fusion trajectory +6 more

2010 IEEE International Conference on Robotics and Automation 24 citations Published 2010-05-03
Sign Language Phoneme Transcription with Rule-based Hand Trajectory Segmentation (2010)

W. W. Kong Surendra Ranganath

sign language segmentation cluster analysis hidden markov model american sign language +7 more

signal processing systems 12 citations Published 2010-05-01
Mesh Snapping: Robust Interactive Mesh Cutting Using Fast Geodesic Curvature Flow (2010)

Juyong Zhang Chunlin Wu Jianfei Cai Jianmin Zheng Xue Cheng Tai

polygon mesh geodesic curvature segmentation arc length computation +6 more

Computer Graphics Forum 28 citations Published 2010-05-01
Memetic Computation—Past, Present & Future [Research Frontier] (2010)

Yew-Soon Ong Meng Lim Xianshun Chen

memetic algorithm memetics evolutionary computation data science computer science +7 more

IEEE Computational Intelligence Magazine 365 citations Published 2010-05-01
Incremental two-dimensional linear discriminant analysis with applications to face recognition (2010)

Jian-Gang Wang Eric Sung Wei-Yun Yau

linear discriminant analysis scatter matrix facial recognition system discriminant subspace topology +6 more

Journal of Network and Computer Applications 21 citations Published 2010-05-01
Geometric Distortion Insensitive Image Watermarking in Affine Covariant Regions (2010)

Xinbo Gao Cheng Deng Xuelong Li Dacheng Tao

normalization affine transformation robustness image processing normalization +7 more

systems man and cybernetics 155 citations Published 2010-05-01
Fuzzy clustering with weighted medoids for relational data (2010)

Jian-Ping Mei Lihui Chen

fuzzy clustering cluster analysis flame clustering medoid consensus clustering +7 more

Pattern Recognition 97 citations Published 2010-05-01
Error analysis for fingerprint-based localization (2010)

Yunye Jin Wee-Seng Soh Wai-Choong Wong

kernel density estimation estimation theory kernel joint probability distribution probability density function +6 more

IEEE Communications Letters 16 citations Published 2010-05-01
CARRADS: Cross layer based adaptive real-time routing attack detection system for MANETS (2010)

John Felix Charles Joseph Amitabha Das Bu-Sung Lee Boon-Chong Seet

optimized link state routing protocol destination sequenced distance vector routing ad hoc wireless distribution service wireless ad hoc network adaptive quality of service multi hop routing +6 more

Computer Networks 18 citations Published 2010-05-01
A secure and robust hash-based scheme for image authentication (2010)

Fawad Ahmed M. Y. Siyal Vali Uddin Abbas

hash function hash chain double hashing sha 2 cryptographic hash function +6 more

Signal Processing 162 citations Published 2010-05-01
A new no-reference quality metric for JPEG2000 images (2010)

Jing Zhang Thinh Le

image quality feature extraction transform coding data compression pixel +6 more

IEEE Transactions on Consumer Electronics 24 citations Published 2010-05-01
A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images (2010)

Turgay Celik

synthetic aperture radar radar imaging change detection thresholding complex wavelet transform +7 more

Signal Processing 87 citations Published 2010-05-01
Sparse Representation for Computer Vision and Pattern Recognition (2010)

John Wright Yi Ma Julien Mairal Guillermo Sapiro Thomas S Huang Shuicheng Yan

sparse approximation compressed sensing information extraction facial recognition system signal processing +6 more

Proceedings of the IEEE 1,957 citations Published 2010-04-29
Method for unsupervised change detection in satellite images (2010)

T. Celik

change detection mixture model a priori probability pixel bayesian probability +5 more

Electronics Letters 12 citations Published 2010-04-29
Two optimization algorithms for solving robotics inverse kinematics with redundancy (2010)

Jianxin Xu Wei Wang Yuanguang Sun

test functions for optimization inverse kinematics optimization problem vector optimization sequential quadratic programming +7 more

Journal of Control Theory and Applications 13 citations Published 2010-04-28
An approach for classification of highly imbalanced data using weighting and undersampling (2010)

Ashish Anand Ganesan Pugalenthi Gary B. Fogel P. N. Suganthan

oversampling and undersampling in data analysis undersampling data modeling weighting support vector machine +6 more

Amino Acids 124 citations Published 2010-04-22
An Adaptive Learning Automata Algorithm for Channel Selection in Cognitive Radio Network (2010)

Tran Anh Tuan Lau Chiew Tong A.B. Premkumar

cognitive radio cognitive network learning automata channel allocation schemes adaptive learning +6 more

2010 International Conference on Communications and Mobile Computing 18 citations Published 2010-04-12
A GMM based 2-stage architecture for multi-subject emotion recognition using physiological responses (2010)

Gu Yuan Tan Su Lim Wong Kai Juan Ho Moon-Ho Ringo Qu Li

affective computing mixture model speech recognition machine learning computer science +7 more

Proceedings of the 1st Augmented Human International Conference on 12 citations Published 2010-04-02
Uncorrelated discriminant simplex analysis for view-invariant gait signal computing (2010)

Jiwen Lu Yap-Peng Tan

gait gait analysis supervised learning linear discriminant analysis biometrics +7 more

Pattern Recognition Letters 78 citations Published 2010-04-01
Stochastic super-resolution image reconstruction (2010)

Jing Tian Kai-Kuang Ma

image quality feature detection hyperparameter iterative reconstruction bilateral filter +7 more

Journal of Visual Communication and Image Representation 81 citations Published 2010-04-01

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Rao-Blackwellised PHD SLAM (2010)

Sign Language Phoneme Transcription with Rule-based Hand Trajectory Segmentation (2010)

Mesh Snapping: Robust Interactive Mesh Cutting Using Fast Geodesic Curvature Flow (2010)

Memetic Computation—Past, Present & Future [Research Frontier] (2010)

Incremental two-dimensional linear discriminant analysis with applications to face recognition (2010)

Geometric Distortion Insensitive Image Watermarking in Affine Covariant Regions (2010)

Fuzzy clustering with weighted medoids for relational data (2010)

Error analysis for fingerprint-based localization (2010)

CARRADS: Cross layer based adaptive real-time routing attack detection system for MANETS (2010)

A secure and robust hash-based scheme for image authentication (2010)

A new no-reference quality metric for JPEG2000 images (2010)

A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images (2010)

Sparse Representation for Computer Vision and Pattern Recognition (2010)

Method for unsupervised change detection in satellite images (2010)

Two optimization algorithms for solving robotics inverse kinematics with redundancy (2010)

An approach for classification of highly imbalanced data using weighting and undersampling (2010)

An Adaptive Learning Automata Algorithm for Channel Selection in Cognitive Radio Network (2010)

A GMM based 2-stage architecture for multi-subject emotion recognition using physiological responses (2010)

Uncorrelated discriminant simplex analysis for view-invariant gait signal computing (2010)

Stochastic super-resolution image reconstruction (2010)