Publications - Machine Learning SG

Image Retargeting Quality Assessment: A Study of Subjective Scores and Objective Metrics (2012)

Lin Ma Weisi Lin Chenwei Deng King Ngi Ngan

retargeting image quality image processing seam carving computer vision +6 more

IEEE Journal of Selected Topics in Signal Processing 113 citations Published 2012-08-07
Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting (2012)

Wenwen Wang B. Subagdja Ah-Hwee Tan J. A. Starzyk

forgetting semantic memory episodic memory recall encoding +7 more

IEEE Transactions on Neural Networks 91 citations Published 2012-08-06
Flow Visualization:Techniques and Examples (2012)

Alexander J. Smits T. T. Lim

flow visualization velocimetry computer graphics images computer vision computer science +1 more

169 citations Published 2012-08-02
ThyroScreen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform (2012)

U. Rajendra Acharya Oliver Faust S Vinitha Sree Filippo Molinari Jasjit S. Suri

thyroid nodules computer aided diagnosis receiver operating characteristic adaboost discrete wavelet transform +6 more

Computer Methods and Programs in Biomedicine 105 citations Published 2012-08-01
Tag-Based Image Retrieval Improved by Augmented Features and Group-Based Refinement (2012)

Lin Chen Dong Xu I. W. Tsang Jiebo Luo

image retrieval visual word inverted index contextual image classification support vector machine +7 more

IEEE Transactions on Multimedia 72 citations Published 2012-08-01
Single-Pass Rate Control With Texture and Non-Texture Rate-Distortion Models (2012)

Yih Han Tan Chuohao Yeo Zhengguo Li

quantization distortion lagrange multiplier encoding data modeling +7 more

IEEE Transactions on Circuits and Systems for Video Technology 18 citations Published 2012-08-01
Robust Interactive Image Segmentation Using Convex Active Contours (2012)

Thi Nhat Anh Nguyen Jianfei Cai Juyong Zhang Jianmin Zheng

scale space segmentation image segmentation segmentation based object categorization image texture active contour model +7 more

IEEE Transactions on Image Processing 129 citations Published 2012-08-01
Point set morphological filtering and semantic spatial configuration modeling: Application to microscopic image and bio-structure analysis (2012)

Nicolas Loménie Daniel Racoceanu

spatial relation semantic query sparse approximation visual reasoning graph +7 more

Pattern Recognition 24 citations Published 2012-08-01
Multioriented Video Scene Text Detection Through Bayesian Classification and Boundary Growing (2012)

P. Shivakumara R. P. Sreedhar Trung Quy Phan Shijian Lu Chew Lim Tan

object detection canny edge detector edge detection naive bayes classifier sobel operator +7 more

IEEE Transactions on Circuits and Systems for Video Technology 114 citations Published 2012-08-01
Multichannel Pulse-Coupled-Neural-Network-Based Color Image Segmentation for Object Detection (2012)

Hualiang Zhuang Kay-Soon Low Wei-Yun Yau

image segmentation scale space segmentation segmentation based object categorization segmentation object detection +6 more

IEEE Transactions on Industrial Electronics 94 citations Published 2012-08-01
Investigation of phase error correction for digital sinusoidal phase-shifting fringe projection profilometry (2012)

S. Ma S. Ma C. Quan R. Zhu C.J. Tay

gamma correction projector phase cmos sensor lookup table +7 more

Optics and Lasers in Engineering 21 citations Published 2012-08-01
Inductive Robust Principal Component Analysis (2012)

Bing-Kun Bao Guangcan Liu Changsheng Xu Shuicheng Yan

robust principal component analysis sparse pca principal component analysis transduction convex optimization +6 more

IEEE Transactions on Image Processing 150 citations Published 2012-08-01
Fourier Transform-Based Scalable Image Quality Measure (2012)

M. Narwaria Weisi Lin I. V. McLoughlin S. Emmanuel Liang-Tien Chia

image quality discrete fourier transform human visual system model transform coding phase distortion +7 more

IEEE Transactions on Image Processing 91 citations Published 2012-08-01
Content-Based Image Compression for Arbitrary-Resolution Display Devices (2012)

Chenwei Deng Weisi Lin Jianfei Cai

seam carving image compression set partitioning in hierarchical trees discrete wavelet transform wavelet +6 more

IEEE Transactions on Multimedia 28 citations Published 2012-08-01
Conjunctive Patches Subspace Learning With Side Information for Collaborative Image Retrieval (2012)

Lining Zhang Lipo Wang Weisi Lin

image retrieval relevance feedback subspace topology semantic gap contextual image classification +7 more

IEEE Transactions on Image Processing 68 citations Published 2012-08-01
A new unified level set method for semi-automatic liver tumor segmentation on contrast-enhanced CT images (2012)

Bing Nan Li Chee Kong Chui Stephen Chang Sim Heng Ong

scale space segmentation image segmentation segmentation medical image computing level set method +6 more

Expert Systems With Applications 103 citations Published 2012-08-01
A Generic Framework for Video Annotation via Semi-Supervised Learning (2012)

Tianzhu Zhang Changsheng Xu Guangyu Zhu Si Liu Hanqing Lu

semi supervised learning domain knowledge graph theory annotation machine learning +6 more

IEEE Transactions on Multimedia 69 citations Published 2012-08-01
A Closed-Form Solution to Tensor Voting: Theory and Applications (2012)

Tai-Pang Wu Sai-Kit Yeung Jiaya Jia Chi-Keung Tang G. Medioni

tensor structure tensor fundamental matrix markov random field robustness +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 28 citations Published 2012-08-01
2012 Special Issue: Identification of brain regions responsible for Alzheimer's disease using a Self-adaptive Resource Allocation Network (2012)

B. S. Mahanand S. Suresh N. Sundararajan M. Aswatha Kumar

support vector machine classifier feature selection extreme learning machine pattern recognition +7 more

Neural Networks 62 citations Published 2012-08-01
Sentic activation: a two-level affective common sense reasoning framework (2012)

Erik Cambria Daniel Olsher Kenneth Kwok

model based reasoning reasoning system knowledge representation and reasoning commonsense reasoning commonsense knowledge +6 more

AAAI'12 Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence 71 citations Published 2012-07-22

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Image Retargeting Quality Assessment: A Study of Subjective Scores and Objective Metrics (2012)

Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting (2012)

Flow Visualization:Techniques and Examples (2012)

ThyroScreen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform (2012)

Tag-Based Image Retrieval Improved by Augmented Features and Group-Based Refinement (2012)

Single-Pass Rate Control With Texture and Non-Texture Rate-Distortion Models (2012)

Robust Interactive Image Segmentation Using Convex Active Contours (2012)

Point set morphological filtering and semantic spatial configuration modeling: Application to microscopic image and bio-structure analysis (2012)

Multioriented Video Scene Text Detection Through Bayesian Classification and Boundary Growing (2012)

Multichannel Pulse-Coupled-Neural-Network-Based Color Image Segmentation for Object Detection (2012)

Investigation of phase error correction for digital sinusoidal phase-shifting fringe projection profilometry (2012)

Inductive Robust Principal Component Analysis (2012)

Fourier Transform-Based Scalable Image Quality Measure (2012)

Content-Based Image Compression for Arbitrary-Resolution Display Devices (2012)

Conjunctive Patches Subspace Learning With Side Information for Collaborative Image Retrieval (2012)

A new unified level set method for semi-automatic liver tumor segmentation on contrast-enhanced CT images (2012)

A Generic Framework for Video Annotation via Semi-Supervised Learning (2012)

A Closed-Form Solution to Tensor Voting: Theory and Applications (2012)

2012 Special Issue: Identification of brain regions responsible for Alzheimer's disease using a Self-adaptive Resource Allocation Network (2012)

Sentic activation: a two-level affective common sense reasoning framework (2012)