Publications - Machine Learning SG

Incorporating Duration Information for Trajectory Classification (2012)

Dhaval Patel Chang Sheng Wynne Hsu Mong Li Lee

graph traversal trajectory classifier feature extraction information theory +6 more

2012 IEEE 28th International Conference on Data Engineering 17 citations Published 2012-04-01
Image Quality Assessment Based on Gradient Similarity (2012)

Anmin Liu Weisi Lin M. Narwaria

image quality image processing luminance robustness masking +6 more

IEEE Transactions on Image Processing 592 citations Published 2012-04-01
Extreme Learning Machine for Regression and Multiclass Classification (2012)

Guang-Bin Huang Hongming Zhou Xiaojian Ding Rui Zhang

multiclass classification extreme learning machine support vector machine binary classification feedforward neural network +7 more

systems man and cybernetics 4,521 citations Published 2012-04-01
EXTENDED BIC FOR SMALL-n-LARGE-P SPARSE GLM (2012)

Jiahua Chen Zehua Chen

bayesian information criterion deviance information criterion feature selection model selection akaike information criterion +6 more

Statistica Sinica 176 citations Published 2012-04-01
Design by Analogy: A Study of the WordTree Method for Problem Re-Representation (2012)

J. S. Linsey A. B. Markman K. L. Wood

conceptual design problem domain engineering design process analogy software engineering +5 more

Journal of Mechanical Design 179 citations Published 2012-04-01
Computer-generated kinoforms of real-existing full-color 3D objects using pure-phase look-up-table method (2012)

Huadong Zheng Yingjie Yu Tao Wang Anand Krishna Asundi

depth map channel spatial light modulator holographic display speckle noise +6 more

Optics and Lasers in Engineering 11 citations Published 2012-04-01
Camera Constraint-Free View-Based 3-D Object Retrieval (2012)

Yue Gao Jinhui Tang Richang Hong Shuicheng Yan Qionghai Dai Naiyao Zhang Tat-Seng Chua

object model object detection method image retrieval discriminative model +6 more

IEEE Transactions on Image Processing 231 citations Published 2012-04-01
BOAT: Automatic alignment of biomedical ontologies using term informativeness and candidate selection (2012)

Watson Wei Khong Chua Jung-jae Kim

idef5 open biomedical ontologies ontology alignment ontology components ontology +7 more

Journal of Biomedical Informatics 11 citations Published 2012-04-01
An Alternative Fit through Problem Representation in Cognitive Fit Theory (2012)

Hock Chuan Chan Suparna Goswami Hee-Woong Kim

mental representation hick s law logarithm artificial intelligence invariant +3 more

Journal of Database Management 13 citations Published 2012-04-01
Adaptive encoding of zoomable video streams based on user access pattern (2012)

Ngo Quang Minh Khiem Guntur Ravindra Wei Tsang Ooi

video processing multiview video coding video compression picture types video tracking encoder +6 more

Signal Processing-image Communication 11 citations Published 2012-04-01
Active Visual Segmentation (2012)

A. K. Mishra Y. Aloimonos Loong Fah Cheong A. Kassim

image segmentation human visual system model sensory cue segmentation visualization +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 91 citations Published 2012-04-01
A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback (2012)

Yi Yang Feiping Nie Dong Xu Jiebo Luo Yueting Zhuang Yunhe Pan

ranking svm data retrieval ranking relevance feedback image retrieval +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 421 citations Published 2012-04-01
A 64 $\,\times\,$ 64 CMOS Image Sensor With On-Chip Moving Object Detection and Localization (2012)

Bo Zhao Xiangyu Zhang Shoushun Chen Kay-Soon Low Hualiang Zhuang

object detection image sensor motion detection differentiator cmos +6 more

IEEE Transactions on Circuits and Systems for Video Technology 55 citations Published 2012-04-01
AveLI: a robust lateralization index in functional magnetic resonance imaging using unbiased threshold-free computation. (2012)

Kayako Matsuo Shen-Hsing Annabel Chen Wen-Yih Isaac Tseng

voxel weighting thresholding functional magnetic resonance imaging lateralization of brain function +6 more

Journal of Neuroscience Methods 20 citations Published 2012-03-30
New Spatial-Gradient-Features for Video Script Identification (2012)

Danni Zhao Palaiahnakote Shivakumara Shijian Lu Chew Lim Tan

pixel optical character recognition histogram feature extraction centroid +7 more

2012 10th IAPR International Workshop on Document Analysis Systems 24 citations Published 2012-03-27
A New Method for Arbitrarily-Oriented Text Detection in Video (2012)

Nabin Sharma Palaiahnakote Shivakumara Umapada Pal Michael Blumenstein Chew Lim Tan

sobel operator edge detection information extraction pixel feature extraction +7 more

2012 10th IAPR International Workshop on Document Analysis Systems 63 citations Published 2012-03-27
Vulnerability of speaker verification systems against voice conversion spoofing attacks: The case of telephone speech (2012)

Tomi Kinnunen Zhi-Zheng Wu Kong Aik Lee Filip Sedlak Eng Siong Chng Haizhou Li

speaker diarisation speaker recognition spoofing attack nist speech recognition +7 more

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 175 citations Published 2012-03-25
RGBD-camera based get-up event detection for hospital fall prevention (2012)

Bingbing Ni Chi Dat Nguyen Pierre Moulin

object detection multiple kernel learning feature extraction sensor fusion image fusion +7 more

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 39 citations Published 2012-03-25
Copula Gaussian graphical models with hidden variables (2012)

Hang Yu Justin Dauwels Xueou Wang

graphical model gaussian process gaussian hidden variable theory copula +6 more

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 12 citations Published 2012-03-25
A first speech recognition system for Mandarin-English code-switch conversational speech (2012)

Ngoc Thang Vu Dau-Cheng Lyu Jochen Weiner Dominic Telaar Tim Schlippe Fabian Blaicher Eng-Siong Chng Tanja Schultz Haizhou Li

speech corpus speech synthesis language model speaker recognition cache language model +7 more

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 133 citations Published 2012-03-25

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Incorporating Duration Information for Trajectory Classification (2012)

Image Quality Assessment Based on Gradient Similarity (2012)

Extreme Learning Machine for Regression and Multiclass Classification (2012)

EXTENDED BIC FOR SMALL-n-LARGE-P SPARSE GLM (2012)

Design by Analogy: A Study of the WordTree Method for Problem Re-Representation (2012)

Computer-generated kinoforms of real-existing full-color 3D objects using pure-phase look-up-table method (2012)

Camera Constraint-Free View-Based 3-D Object Retrieval (2012)

BOAT: Automatic alignment of biomedical ontologies using term informativeness and candidate selection (2012)

An Alternative Fit through Problem Representation in Cognitive Fit Theory (2012)

Adaptive encoding of zoomable video streams based on user access pattern (2012)

Active Visual Segmentation (2012)

A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback (2012)

A 64 $\,\times\,$ 64 CMOS Image Sensor With On-Chip Moving Object Detection and Localization (2012)

AveLI: a robust lateralization index in functional magnetic resonance imaging using unbiased threshold-free computation. (2012)

New Spatial-Gradient-Features for Video Script Identification (2012)

A New Method for Arbitrarily-Oriented Text Detection in Video (2012)

Vulnerability of speaker verification systems against voice conversion spoofing attacks: The case of telephone speech (2012)

RGBD-camera based get-up event detection for hospital fall prevention (2012)

Copula Gaussian graphical models with hidden variables (2012)

A first speech recognition system for Mandarin-English code-switch conversational speech (2012)