Publications - Machine Learning SG

Human-aided robotic grasping (2012)

Nutan Chen Chee-Meng Chew Keng Peng Tee Boon Siew Han

teleoperation telerobotics robot video tracking match moving +6 more

2012 IEEE RO-MAN: The 21st IEEE International Symposium on Robot and Human Interactive Communication 11 citations Published 2012-11-12
Discrete Wavelet Transform coefficients for emotion recognition from EEG signals (2012)

Rendi E. J. Yohanes Wee Ser Guang-bin Huang

stationary wavelet transform second generation wavelet transform wavelet transform wavelet discrete wavelet transform +7 more

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 29 citations Published 2012-11-12
Automatic pterygium detection on cornea images to enhance computer-aided cortical cataract grading system (2012)

Xinting Gao Damon Wing Kee Wong Aloysius Wishnu Aryaputera Ying Sun Ching-Yu Cheng Carol Cheung Tien Yin Wong

image segmentation segmentation ophthalmoscopy cornea pupil +6 more

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 13 citations Published 2012-11-12
Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification (2012)

Yanwu Xu Jiang Liu Ngan Meng Tan Beng Hai Lee Damon Wing Kee Wong Mani Baskaran Shamira A. Perera Tin Aung

open angle glaucoma contextual image classification optical tomography optical coherence tomography histogram +6 more

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 23 citations Published 2012-11-12
A semi-automatic approach to the segmentation of liver parenchyma from 3D CT images with Extreme Learning Machine (2012)

W. Huang Z.M. Tan Z. Lin G.-B. Huang J. Zhou C.K. Chui Y. Su S. Chang

scale space segmentation image segmentation segmentation based object categorization voxel image texture +7 more

2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 14 citations Published 2012-11-12
Dynamic 3D Scene Depth Reconstruction via Optical Flow Field Rectification (2012)

You Yang You Yang Qiong Liu Rongrong Ji Yue Gao

depth map optical flow depth perception digital imaging tomography +6 more

PLOS ONE 19 citations Published 2012-11-09
Method and apparatus for calibrating a motion tracking system (2012)

I-Ming Chen Qilong Yuan

computer vision calibration mathematics artificial intelligence motion tracking system

11 citations Published 2012-11-07
Mel-frequency Cepstral Coefficients for Eye Movement Identification (2012)

Nguyen Viet Cuong Vu Dinh Lam Si Tung Ho

mel frequency cepstrum multiclass classification cepstrum eye movement support vector machine +7 more

2012 IEEE 24th International Conference on Tools with Artificial Intelligence 24 citations Published 2012-11-07
Superpixel classification based optic disc segmentation (2012)

Jun Cheng Jiang Liu Yanwu Xu Fengshou Yin Damon Wing Kee Wong Ngan-Meng Tan Ching-Yu Cheng Yih Chung Tham Tien Yin Wong

optic disc computer aided diagnosis active shape model histogram fundus +6 more

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II 12 citations Published 2012-11-05
Subtle cueing for visual search in augmented reality (2012)

Weiquan Lu Been-Lirn Henry Duh Steven Feiner

visual search augmented reality visualization computer vision computer science +3 more

2012 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 16 citations Published 2012-11-05
Robust and efficient pose estimation from line correspondences (2012)

Lilian Zhang Chi Xu Kok-Meng Lee Reinhard Koch

pose maxima and minima computational complexity theory computer vision normalization +4 more

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III 74 citations Published 2012-11-05
Wavelet-gradient-fusion for video text binarization (2012)

Sangheeta Roy Palaiahnakote Shivakumara Partha Pratim Roy Chew Lim Tan

optical character recognition image fusion thresholding connected component labeling pixel +7 more

Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012) 23 citations Published 2012-11-01
Super-resolution in magnetic resonance imaging: A review (2012)

Eric Van Reeth Ivan W. K. Tham Cher Heng Tan Chueh Loo Poh

real time mri medical imaging magnetic resonance imaging image resolution interpolation +6 more

Concepts in Magnetic Resonance Part A 128 citations Published 2012-11-01
Real-time smoke detection using texture and color features (2012)

Yue Wang Teck Wee Chua Richard Chang Nam Trung Pham

texture descriptor texture filtering texture compression image texture object detection +7 more

Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012) 15 citations Published 2012-11-01
Products classification in emotional design using a basic-emotion based semantic differential method (2012)

Yuexiang Huang Chun-Hsien Chen Li Pheng Khoo

kansei kansei engineering product design new product development industrial design +6 more

International Journal of Industrial Ergonomics 70 citations Published 2012-11-01
Probabilistic evaluation of ground-support interaction for deep rock excavation using artificial neural network and uniform design (2012)

Qing Lü Qing Lü Chin Loong Chan Bak Kong Low

parametric statistics monte carlo method probabilistic logic sorm artificial neural network +6 more

Tunnelling and Underground Space Technology 70 citations Published 2012-11-01
Multiview Semi-Supervised Learning with Consensus (2012)

Guangxia Li Kuiyu Chang S. C. H. Hoi

semi supervised learning unsupervised learning transduction stability online machine learning +7 more

IEEE Transactions on Knowledge and Data Engineering 57 citations Published 2012-11-01
Manifold preserving edit propagation (2012)

Xiaowu Chen Dongqing Zou Qinping Zhao Ping Tan

feature vector linear combination pixel manifold computer vision +6 more

international conference on computer graphics and interactive techniques 129 citations Published 2012-11-01
Learning modality-invariant features for heterogeneous face recognition (2012)

Likun Huang Jiwen Lu Yap-Peng Tan

three dimensional face recognition face detection facial recognition system feature extraction pattern recognition +6 more

Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012) 19 citations Published 2012-11-01
Learning Image Similarity from Flickr Groups Using Fast Kernel Machines (2012)

Gang Wang D. Hoiem D. Forsyth

similarity measure quadratic classifier linear classifier kernel method support vector machine +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 67 citations Published 2012-11-01

Previous Next

Human-aided robotic grasping (2012)

Discrete Wavelet Transform coefficients for emotion recognition from EEG signals (2012)

Automatic pterygium detection on cornea images to enhance computer-aided cortical cataract grading system (2012)

Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification (2012)

A semi-automatic approach to the segmentation of liver parenchyma from 3D CT images with Extreme Learning Machine (2012)

Dynamic 3D Scene Depth Reconstruction via Optical Flow Field Rectification (2012)

Method and apparatus for calibrating a motion tracking system (2012)

Mel-frequency Cepstral Coefficients for Eye Movement Identification (2012)

Superpixel classification based optic disc segmentation (2012)

Subtle cueing for visual search in augmented reality (2012)

Robust and efficient pose estimation from line correspondences (2012)

Wavelet-gradient-fusion for video text binarization (2012)

Super-resolution in magnetic resonance imaging: A review (2012)

Real-time smoke detection using texture and color features (2012)

Products classification in emotional design using a basic-emotion based semantic differential method (2012)

Probabilistic evaluation of ground-support interaction for deep rock excavation using artificial neural network and uniform design (2012)

Multiview Semi-Supervised Learning with Consensus (2012)

Manifold preserving edit propagation (2012)

Learning modality-invariant features for heterogeneous face recognition (2012)

Learning Image Similarity from Flickr Groups Using Fast Kernel Machines (2012)