Publications - Machine Learning SG

Object Recognition by Discriminative Combinations of Line Segments, Ellipses, and Appearance Features (2012)

A. Y. Chia D. Rajan M. K. Leung S. Rahardja

discriminative model cognitive neuroscience of visual object recognition feature extraction object detection line segment +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 24 citations Published 2012-09-01
Kansei clustering for emotional design using a combined design structure matrix (2012)

Yuexiang Huang Chun-Hsien Chen Li Pheng Khoo

kansei kansei engineering cluster analysis product design design structure matrix +6 more

International Journal of Industrial Ergonomics 68 citations Published 2012-09-01
Interference-based optical image encryption using three-dimensional phase retrieval (2012)

Wen Chen Xudong Chen

plaintext encryption image processing digital image processing cryptosystem +7 more

Applied Optics 30 citations Published 2012-09-01
Improved spin images for 3D surface matching using signed angles (2012)

Zhiyuan Zhang Sim Heng Ong Kelvin Foong

image registration computational geometry robustness discriminative model computer vision +6 more

2012 19th IEEE International Conference on Image Processing 13 citations Published 2012-09-01
Generalization and induction: misconceptions, clarifications, and a classification of induction (2012)

Eric W. K. Tsang John N. Williams

statistical syllogism inductive reasoning generalization problem of induction generalizability theory +4 more

Management Information Systems Quarterly 81 citations Published 2012-09-01
Face sketch recognition by Local Radon Binary Pattern: LRBP (2012)

Hamed Kiani Galoogahi T. Sim

sketch recognition local binary patterns facial recognition system binary pattern sketch +7 more

2012 19th IEEE International Conference on Image Processing 36 citations Published 2012-09-01
Edge curvature and convexity based ellipse detection method (2012)

Dilip K. Prasad Maylor K. H. Leung Siu-Yeung Cho

ellipse hough transform real image histogram convexity +6 more

Pattern Recognition 111 citations Published 2012-09-01
Early age-related macular degeneration detection by focal biologically inspired feature (2012)

Jun Cheng Damon Wing Kee Wong Xiangang Cheng Jiang Liu Ngan Meng Tan M. Bhargava Chui Ming Gemmy Cheung Tien Yin Wong

drusen macular degeneration optic disc feature extraction contextual image classification +6 more

2012 19th IEEE International Conference on Image Processing 22 citations Published 2012-09-01
Curb detection and tracking using 3D-LIDAR scanner (2012)

Gangqiang Zhao Junsong Yuan

object detection video tracking lidar elevation particle filter +6 more

2012 19th IEEE International Conference on Image Processing 64 citations Published 2012-09-01
Contrast enhancement of computed tomography images by adaptive histogram equalization-application for improved ischemic stroke detection (2012)

T. L. Tan K. S Sim C. P. Tso A. K. Chong

adaptive histogram equalization histogram equalization histogram matching histogram grayscale +6 more

International Journal of Imaging Systems and Technology 19 citations Published 2012-09-01
Adaptive texture-color based background subtraction for video surveillance (2012)

Teck Wee Chua Yue Wang Karianto Leman

texture filtering rgb color model color space image texture color image +7 more

2012 19th IEEE International Conference on Image Processing 16 citations Published 2012-09-01
Adaptive discriminative metric learning for facial expression recognition (2012)

Haibin Yan Marcelo H. Ang Aun Neow Poo

euclidean distance metric discriminative model facial expression euclidean space +6 more

IET Biometrics 11 citations Published 2012-09-01
A Conceptual Modeling of Meme Complexes in Stochastic Search (2012)

Xianshun Chen Yew Soon Ong

memetic algorithm metaheuristic evolutionary computation memetics stochastic programming +5 more

systems man and cybernetics 29 citations Published 2012-09-01
A purposeful classification of tree decay detection tools (2012)

Eng-Choon Leong Daniel C. Burcham Yok-King Fong

population machine learning computer science tree health bioinformatics +6 more

Arboricultural Journal 12 citations Published 2012-08-28
A survey of inverse reinforcement learning techniques (2012)

Shao Zhifei Er Meng Joo

learning classifier system unsupervised learning reinforcement learning artificial intelligence machine learning +6 more

International Journal of Intelligent Computing and Cybernetics 78 citations Published 2012-08-17
Short text classification using very few words (2012)

Aixin Sun

web query classification full text search natural language processing information retrieval majority rule +6 more

Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval 107 citations Published 2012-08-12
Online feature selection for mining big data (2012)

Steven C. H. Hoi Jialei Wang Peilin Zhao Rong Jin

feature selection big data machine learning scalability data mining +7 more

Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining 122 citations Published 2012-08-12
Modeling concept dynamics for large scale music search (2012)

Jialie Shen HweeHwa Pang Meng Wang Shuicheng Yan

music information retrieval concept search cluster analysis feature vector discriminative model +7 more

Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval 16 citations Published 2012-08-12
Boosting multi-kernel locality-sensitive hashing for scalable image retrieval (2012)

Hao Xia Pengcheng Wu Steven C.H. Hoi Rong Jin

visual word locality sensitive hashing image retrieval nearest neighbor search kernel method +7 more

Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval 54 citations Published 2012-08-12
Understanding Immersivity: Image Generation and Transformation Processes in 3D Immersive Environments (2012)

Maria Kozhevnikov Maria Kozhevnikov Rupali P. Dhond

mental rotation mental image optical head mounted display frame of reference immersion +6 more

Frontiers in Psychology 13 citations Published 2012-08-10

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Object Recognition by Discriminative Combinations of Line Segments, Ellipses, and Appearance Features (2012)

Kansei clustering for emotional design using a combined design structure matrix (2012)

Interference-based optical image encryption using three-dimensional phase retrieval (2012)

Improved spin images for 3D surface matching using signed angles (2012)

Generalization and induction: misconceptions, clarifications, and a classification of induction (2012)

Face sketch recognition by Local Radon Binary Pattern: LRBP (2012)

Edge curvature and convexity based ellipse detection method (2012)

Early age-related macular degeneration detection by focal biologically inspired feature (2012)

Curb detection and tracking using 3D-LIDAR scanner (2012)

Contrast enhancement of computed tomography images by adaptive histogram equalization-application for improved ischemic stroke detection (2012)

Adaptive texture-color based background subtraction for video surveillance (2012)

Adaptive discriminative metric learning for facial expression recognition (2012)

A Conceptual Modeling of Meme Complexes in Stochastic Search (2012)

A purposeful classification of tree decay detection tools (2012)

A survey of inverse reinforcement learning techniques (2012)

Short text classification using very few words (2012)

Online feature selection for mining big data (2012)

Modeling concept dynamics for large scale music search (2012)

Boosting multi-kernel locality-sensitive hashing for scalable image retrieval (2012)

Understanding Immersivity: Image Generation and Transformation Processes in 3D Immersive Environments (2012)