Kwokleung Chan

City University of Hong Kong — Hong Kong

Medicine · Health Sciences

12h-index1.2kcitations24works0.02yr avg
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Research Topics

Retinal Imaging and Analysis(10), Glaucoma and retinal disorders(9), Retinal Diseases and Treatments(7), Blind Source Separation Techniques(6), Speech Recognition and Synthesis(4)

Publications24 total

Gender Classification from Gait Energy and Posture Images Using Multi-stage Network
Lecture notes in computer science·2023
Vessel wall segmentation of common carotid artery via multi-branch light network
2020· 9 cited
Specularity removal and relighting of 3D object model for virtual exhibition
Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition·2008· 1 cited
Assessing Visual Field Clustering Schemes Using Machine Learning Classifiers in Standard Perimetry
Investigative Ophthalmology & Visual Science·2007· 17 citedOpen Access
High Resolution Thermal Imaging for Electrical and Optical Characterization of Electronic and Photonic Devices.
Deep Blue (University of Michigan)·2007· 2 citedOpen Access
Using Unsupervised Learning with Independent Component Analysis to Identify Patterns of Glaucomatous Visual Field Defects
Investigative Ophthalmology & Visual Science·2005· 52 citedOpen Access
A comparison of simultaneous 3-channel blind source separation to selective separation on channel pairs using 2-channel BSS
2004· 3 cited
Heidelberg Retina Tomograph Measurements of the Optic Disc and Parapapillary Retina for Detecting Glaucoma Analyzed by Machine Learning Classifiers
Investigative Ophthalmology & Visual Science·2004· 98 citedOpen Access
Using Unsupervised Learning with Variational Bayesian Mixture of Factor Analysis to Identify Patterns of Glaucomatous Visual Field Defects
Investigative Ophthalmology & Visual Science·2004· 45 cited
Confocal Scanning Laser Ophthalmoscopy Classifiers and Stereophotograph Evaluation for Prediction of Visual Field Abnormalities in Glaucoma-Suspect Eyes
Investigative Ophthalmology & Visual Science·2004· 73 cited
Emotion recognition by speech signals
2003· 339 cited
Variational Bayesian Learning of ICA with Missing Data
Neural Computation·2003· 56 cited
Speech feature analysis using variational Bayesian PCA
IEEE Signal Processing Letters·2003· 16 cited
Speech Feature Analysis Using
2003
Comparing neural networks and linear discriminant functions for glaucoma detection using confocal scanning laser ophthalmoscopy of the optic disc.
PubMed·2002· 107 cited
Comparison of machine learning and traditional classifiers in glaucoma diagnosis
IEEE Transactions on Biomedical Engineering·2002· 225 cited
Using machine learning classifiers to identify glaucomatous change earlier in standard visual fields.
PubMed·2002· 40 cited
Application of variational Bayesian PCA for speech feature extraction
IEEE International Conference on Acoustics Speech and Signal Processing·2002· 10 cited
Bayesian learning in classification and density estimation
2002
Handling Missing Data with Variational Bayesian Learning of ICA
2002· 1 cited
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Frequent Co-authors

Te-Won Lee(15), Terrence J. Sejnowski(11), Michael H. Goldbaum(9), Robert N. Weinreb(8), Pamela A. Sample(6), Linda M. Zangwill(6), Oh‐Wook Kwon(5), Jiucang Hao(5), Christopher Bowd(5), Catherine Boden(4), Eytan Z. Blumenthal(2), P. A. Sample(1), R. N. Weinreb(1), Julia Williams(1), Christopher A. Girkin(1), Jicuang Hao(1), Felipe A. Medeiros(1), Jonathan G. Crowston(1), Zuohua Zhang(1), Rupert Bourne(1)