Publications - Machine Learning SG

Discriminative Sketch-based 3D Model Retrieval via Robust Shape Matching (2011)

Tianjia Shao Weiwei Xu Kangkang Yin Jingdong Wang Kun Zhou Baining Guo

active shape model discriminative model sketch pattern recognition computer vision +7 more

Computer Graphics Forum 82 citations Published 2011-09-01
Defocus map estimation from a single image (2011)

Shaojie Zhuo Terence Sim

image processing real image gaussian function computer vision computer science +3 more

Pattern Recognition 355 citations Published 2011-09-01
Decision support system based on hierarchical co-evolutionary fuzzy approach: A case study in detecting gamma ray signals (2011)

H. Huang M. Pasquier C. Quek

fuzzy rule decision support system adaptive neuro fuzzy inference system fuzzy control system fuzzy logic +7 more

Expert Systems With Applications 13 citations Published 2011-09-01
Bayesian change detection based on spatial sampling and Gaussian mixture model (2011)

Turgay Çelik

feature detection mixture model posterior probability change detection feature vector +6 more

Pattern Recognition Letters 24 citations Published 2011-09-01
A fast segmentation method based on constraint optimization and its applications: Intensity inhomogeneity and texture segmentation (2011)

Jun Liu Xue-cheng Tai Haiyang Huang Zhongdan Huan

scale space segmentation image segmentation segmentation based object categorization image texture centroidal voronoi tessellation +7 more

Pattern Recognition 25 citations Published 2011-09-01
An eye detection and localization system for natural human and robot interaction without face detection (2011)

Xinguo Yu Weicheng Han Liyuan Li Ji Yu Shi Gang Wang

face detection object class detection stereo camera robustness histogram +6 more

TAROS'11 Proceedings of the 12th Annual conference on Towards autonomous robotic systems 15 citations Published 2011-08-31
Automatic Anterior Chamber Angle Assessment for HD-OCT Images (2011)

Jing Tian Pina Marziliano Mani Baskaran Hong-Tym Wong Tin Aung

glaucoma image resolution cornea optical tomography refraction +6 more

IEEE Transactions on Biomedical Engineering 59 citations Published 2011-08-30
A novel face recognition approach under illumination variations based on local binary pattern (2011)

Zhichao Lian Meng Joo Er Juekun Li

local binary patterns facial recognition system difference of gaussians logarithm pattern recognition +3 more

CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II 11 citations Published 2011-08-29
Scalable kNN search on vertically stored time series (2011)

Shrikant Kashyap Panagiotis Karras

nearest neighbor search search engine indexing curse of dimensionality feature vector k nearest neighbors algorithm +7 more

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining 35 citations Published 2011-08-21
Unsharp Masking Sharpening Detection via Overshoot Artifacts Analysis (2011)

Gang Cao Yao Zhao Rongrong Ni A. C. Kot

unsharp masking sharpening digital image image restoration feature extraction +6 more

IEEE Signal Processing Letters 95 citations Published 2011-08-15
A multi-resolution scheme for distortion-minimizing mapping between human subcortical structures based on geodesic construction on Riemannian manifolds. (2011)

Youngsang Cho Joon Kyung Seong Joon Kyung Seong Sung Yong Shin Yong Jeong Yong Jeong Jong Hun Kim Anqi Qiu Anqi Qiu Kiho Im Jong Min Lee Duk L. Na

metric polygon mesh geodesic distortion computational anatomy +6 more

NeuroImage 25 citations Published 2011-08-15
Synchronized walking coordination for impact-less footpad contact of an overground gait rehabilitation system: NaTUre-gaits (2011)

Ping Wang K. H. Low Adela Tow

gait training gait analysis gait orthotics mobile robot +7 more

2011 IEEE International Conference on Rehabilitation Robotics 11 citations Published 2011-08-12
Subject-specific lower limb waveforms planning via artificial neural network (2011)

Trieu Phat Luu H. B. Lim Xingda Qu K. H. Hoon K. H. Low

effect of gait parameters on energetic cost gait analysis gait waveform artificial neural network +7 more

2011 IEEE International Conference on Rehabilitation Robotics 11 citations Published 2011-08-12
Tree sequence kernel for natural language (2011)

Jun Sun Min Zhang Chew Lim Tan

tree kernel search tree tree structure tree incremental decision tree +6 more

AAAI'11 Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence 21 citations Published 2011-08-07
Size adaptive selection of most informative features (2011)

Si Liu Hairong Liu Longin Jan Latecki Shuicheng Yan Changsheng Xu Hanqing Lu

redundancy quadratic programming mutual information pairwise comparison pattern recognition +7 more

AAAI'11 Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence 17 citations Published 2011-08-07
Constrained coalition formation (2011)

Talal Rahwan Tomasz Michalak Edith Elkind Piotr Faliszewski Jacek Sroka Michael Wooldridge Nicholas R. Jennings

mathematical optimization computer science artificial intelligence computation

AAAI'11 Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence 73 citations Published 2011-08-07
Controllable hand deformation from sparse examples with rich details (2011)

Haoda Huang Ling Zhao KangKang Yin Yue Qi Yizhou Yu Xin Tong

animation laser scanning nonlinear system computer vision computer graphics images +7 more

Proceedings of the 2011 ACM SIGGRAPH/Eurographics Symposium on Computer Animation 21 citations Published 2011-08-05
Video quality for face detection, recognition, and tracking (2011)

Pavel Korshunov Wei Tsang Ooi

video quality subjective video quality video processing pevq video tracking +6 more

ACM Transactions on Multimedia Computing, Communications, and Applications 61 citations Published 2011-08-01
Sound Event Recognition With Probabilistic Distance SVMs (2011)

Huy Dat Tran Haizhou Li

probabilistic logic mel frequency cepstrum support vector machine audio signal processing audio signal +6 more

IEEE Transactions on Audio, Speech, and Language Processing 72 citations Published 2011-08-01
Social tags for resource discovery: a comparison between machine learning and user-centric approaches (2011)

Khasfariyati Razikin Dion H. Goh Alton Y. K. Chua Chei Sian Lee

tag system web 2 0 social computing user centered design information retrieval +8 more

Journal of Information Science 12 citations Published 2011-08-01

Previous Next

Discriminative Sketch-based 3D Model Retrieval via Robust Shape Matching (2011)

Defocus map estimation from a single image (2011)

Decision support system based on hierarchical co-evolutionary fuzzy approach: A case study in detecting gamma ray signals (2011)

Bayesian change detection based on spatial sampling and Gaussian mixture model (2011)

A fast segmentation method based on constraint optimization and its applications: Intensity inhomogeneity and texture segmentation (2011)

An eye detection and localization system for natural human and robot interaction without face detection (2011)

Automatic Anterior Chamber Angle Assessment for HD-OCT Images (2011)

A novel face recognition approach under illumination variations based on local binary pattern (2011)

Scalable kNN search on vertically stored time series (2011)

Unsharp Masking Sharpening Detection via Overshoot Artifacts Analysis (2011)

A multi-resolution scheme for distortion-minimizing mapping between human subcortical structures based on geodesic construction on Riemannian manifolds. (2011)

Synchronized walking coordination for impact-less footpad contact of an overground gait rehabilitation system: NaTUre-gaits (2011)

Subject-specific lower limb waveforms planning via artificial neural network (2011)

Tree sequence kernel for natural language (2011)

Size adaptive selection of most informative features (2011)

Constrained coalition formation (2011)

Controllable hand deformation from sparse examples with rich details (2011)

Video quality for face detection, recognition, and tracking (2011)

Sound Event Recognition With Probabilistic Distance SVMs (2011)

Social tags for resource discovery: a comparison between machine learning and user-centric approaches (2011)