Wei-Yang Lin

    Associate Professor,
    Department of Computer Science and Information Engineering
    National Chung Cheng University
    EA 310, 168 University Rd.,
    Min-Hsiung, Chia-Yi,
    Taiwan
    E-mail: wylin at cs dot ccu dot edu dot tw

I received my Ph.D. from the Department of Electrical and Computer Engineering at University of Wisconsin-Madison in 2006 under the supervision of Prof. Nigel Boston and Prof. Yu Hen Hu.  My research interests include biometric authentication, computer vision, and robotics. I joined the Department of Computer Science and Information Engineering at CCU in fall of 2006. I am looking for to graduate and undergraduate students who are interested in multimedia related areas.

Welcome, undergraduate and graduate students! 歡迎大學部專題生與研究所新生!
If you are interested in image processing, computer vision, or multimedia related areas, I am happy to discuss with you about the possibility of advising.


Courses


Publications

2015

Automatic Segmentation of Polypoidal Choroidal Vasculopathy from Indocyanine Green Angiography Using Spatial and Temporal Patterns
W.-Y. Lin, S.-C. Yang, S.-J. Chen, C.-L. Tsai, S.-Z. Du, and T.-H. Lim, Translational Vision Science and Technology, vol. 4, no. 2, article 7, 2015.

Image Retargeting Using RGB-D Camera
W.-Y. Lin, C.-F. Tsai, P.-C. Wu, and B.-R. Chen, Multimedia Tools and Applications, vol. 74, no. 9, pp. 3155-3170, 2015.

The Effect of Low-Level Image Features on Pseudo Relevance Feedback
W.-C. Lin, Z.-Y. Chen, S.-W. Ke, C.-F. Tsai, and W.-Y. Lin, Neurocomputing, vol. 166, pp. 26-37, 2015.

Effective Fusing the Factored Matrices in Dual Tensors for Action Recognition
C.-Y. Hsieh and W.-Y. Lin, IAPR International Conference on Machine Vision Applications (MVA), 2015.

Human Detection Using Non-negative Matrix Factorization
J.-X. Zeng, C.-Y. Lin, and W.-Y. Lin, IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), 2015.

Middle-level feature description for human action recognition
B.-Y. Chen, C.-Y. Lin, and W.-Y. Lin, Symposium on Digital Life Technologies (DLT), 2015.

Temporally coherent illumination normalization for indocyanine green images
S.-F. Chou, W.-Y. Lin, C.-L. Tsai, and S.-J. Chen, IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2015.

Segmentation of Polypoidal Choroidal Vasculopathy Using Random Walk
M.-Y. Tsou, C.-L. Lu, W.-Y. Lin, C.-L. Tsai, and S.-J. Chen, Annual Conference on Engineering and Technology (ACEAT), 2015.

Human Action Recognition Based on Non-negative Matrix Factorization
C.-Y. Lin, B.-Y. Chen, W.-C. Wu, W.-Y. Lin, and C.-L. Tsai, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2015.

2014

A Novel Framework for Automatic 3D Face Recognition using Quality Assessment
W.-Y. Lin and M.-Y. Chen, Multimedia Tools and Applications, vol. 68, no. 3, pp. 877-893, 2014.

A Multimedia Presentation System Using a 3D Gesture Interface in Museums
F.-S. Hsu and W.-Y. Lin, Multimedia Tools and Applications, vol. 69, no. 1, pp. 53-77, 2014.

Facial Expression Recognition Using Bag of Distances
F.-S. Hsu, W.-Y. Lin, and T.-W. Tsai, Multimedia Tools and Applications, vol. 73, no. 1, pp. 309-326, 2014.

Identifying Leaves with Watershed and CSS: Implementation of Segmentation and Object Matching
J. C. Su, P.-Y. Su, and W.-Y. Lin, IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), 2014.

A Computer-aided System for Clinical Diagnosis of Polypoidal Choroidal Vasculopathy
B.-R. Chen, S.-F. Chou, W.-Y. Lin, S.-J. Chen, and C.-L. Tsai, International Congress on Natural Sciences and Engineering (ICNSE), 2014.

Model-based 3D hand posture estimation using monocular color camera
S.-C. Liou and W.-Y. Lin, IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2014.

Action Video Tensor Recognition Using Canonical Correlation Analysis And Principal Angles
H.-S. Huang and W.-Y. Lin, IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2014.

2013

Real-time Automatic Fiducial Marker Tracking in Low Contrast Cine-MV Images
W.-Y. Lin, S.-F. Lin, S.-C. Yang, S.-C. Liou, R. Nath, and W. Liu, Medical Physics, vol. 40, no. 1, 011715, 2013.

Kernel-based representation for 2D/3D motion trajectory retrieval and classification
W.-Y. Lin and C.-Y. Hsieh, Pattern Recognition, vol. 46, no. 3, pp. 662-670, 2013.

Real-time marker tracking for MV treatment beam imaging
W.-Y. Lin, S.-F. Lin, S.-C. Yang, S.-C. Liou, and W. Liu, IEEE International Symposium on Consumer Electronics (ISCE), 2013.

Image Retargeting Using Depth Enhanced Saliency
W.-Y. Lin, P.-C. Wu, and B.-R. Chen, International Conference on 3D Systems and Applications (3DSA), 2013.

Model-based human motion capture using a time-of-flight camera
W.-Y. Lin, J.-F. Hung, F.-S. Hsu, IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2013.

Automatic facial expression recognition for affective computing based on bag of distances
F.-S. Hsu, W.-Y. Lin, and T.-W. Tsai, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2013.

2012

Machine Learning in Financial Crisis Prediction: A Survey
W.-Y. Lin, Y.-H. Hu, and C.-F. Tsai, IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews, vol. 42, no. 4, pp. 421-436, 2012.

Retinal Vascular Tree Reconstruction with Anatomical Realism
K.-S. Lin, C.-L. Tsai, C.-H. Tsai, M. Sofka, S.-J. Chen, and W.-Y. Lin, IEEE Transactions on Biomedical Engineering, vol. 59, no. 12, pp. 3337-3347, 2012.

Human-oriented Interaction with a TOF Sensor
F.-S. Hsu and W.-Y. Lin, Southeast Asian Network of Ergonomics Societies (SEANES) conference, 2012.

Automatic Quality Assessment and Preprocessing for Three-Dimensional Face Recognition
W.-Y. Lin and M.-Y. Chen, International Conference on Information Security and Intelligent Control (ISIC), 2012.

An Enhanced Biometric Score Fusion Scheme Based on the AdaBoost Algorithm
W.-Y. Lin and C.-J. Yang, International Conference on Information Security and Intelligent Control (ISIC), 2012.

Human Action Classification using Histogram-based Discriminative Embedding
C.-H. Lin and W.-Y. Lin, IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2012.

2011

Distance Based Features in Pattern Classification
C.-F. Tsai, W.-Y. Lin, Z.-F. Hong, and C.-Y. Hsieh, EURASIP Journal on Advances in Signal Processing, vol. 2011, 2011.

Automatic Characterization of Classic Choroidal Neovascularization using AdaBoost for Supervised Learning,
C.-L. Tsai, Y.-L. Yang, S.-J. Chen, K.-S. Lin, C.-H. Chan, and W.-Y. Lin, Investigative Ophthalmology & Visual Science, vol. 52, no. 5, pp. 2767-2774, 2011.

Recognizing Human Actions Using Curvature Estimation and NWFE-Based Histogram Vectors
F.-S. Hsu, C.-H. Lin, and W.-Y. Lin, IEEE Visual Communications and Image Processing (VCIP) Conference, 2011.

Action Recognition by Learning Locally Adaptive Classifiers
J.-J. Tsai, C.-Y. Hsieh, and W.-Y. Lin, IEEE International Conference on Multimedia & Expo (ICME), 2011.

Trajectory-Based Sign Language Recognition Using Discriminant Analysis in Higher-Dimensional Feature Space
W.-G. Liou, C.-Y. Hsieh, and W.-Y. Lin, IEEE International Conference on Multimedia & Expo (ICME), 2011.

2010

Robust and Accurate Curvature Estimation Using Adaptive Line Integrals
W.-Y. Lin, Y.-L. Chiu, K. R. Widder, Y. H. Hu, and N. Boston, EURASIP Journal on Advances in Signal Processing, vol. 2010, 2010.

Recognizing Human Actions Using NWFE-Based Histogram Vectors
C.-H. Lin, F.-S. Hsu, and W.-Y. Lin, EURASIP Journal on Advances in Signal Processing, vol. 2010, 2010.

Retinal Vascular tree construction with Multimodal Fluorescein Angiogram Sequence
K.-S. Lin, P.-Y. Yeh, C.-L. Tsai, S.-J. Chen, and W.-Y. Lin, Biomedical Engineering: Applications, Basis and Communications, vol. 22, no.2, pp. 101-110, 2010.

Automatic Characterization and Segmentation of Classic Choroidal Neovascularization using AdaBoost for Supervised Learning
C.-L. Tsai, Y.-L. Yang, S.-J. Chen, C.-H. Chan, and W.-Y. Lin, IEEE Nuclear Science Symposium and Medical Imaging Conference, 2010.

An integral-based curvature estimator and its application in face recognition
W.-Y. Lin, Y.-L. Chiu, K. R. Widder, Y. H. Hu, and N. Boston,
IEEE International Conference on Multimedia and Expo (ICME), pp. 185-190, 2010.

U-Garden: An interactive control system for multimodal presentation in museum
F.-S. Hsu, W.-Y. Lin, G.-N. You, T.-W. Tsai, and H.-M. Huang,
IEEE International Conference on Multimedia and Expo (ICME), pp. 1016-1021, 2010.

2009

Retinal Vascular Tree Construction for Multimodal Fluorescein Angiogram Sequence
K.-S. Lin, P.-Y. Yeh, C.-L. Tsai, and W.-Y. Lin, IPPR Conference on Computer Vision Graphics and Image Processing, 2009.

Vascular Tree Construction with Anatomical Realism for Retinal Images
K.-S. Lin, C.-L. Tsai, M. Sofka, C.-H. Tsai, S.-J. Chen, and W.-Y. Lin, IEEE International Conference on Bioinformatics and BioEngineering, pp. 313-318, 2009.

Summation invariant multi-region fusion comparison
K. R. Widder, Y. H. Hu, N. Boston, and W.-Y. Lin, IEEE International Symposium on Circuits and Systems, pp. 2209-2212, 2009, .

Intrusion detection by machine learning: A review
C.-F. Tsai, Y.-F. Hsu, C.-Y. Lin, and W.-Y. Lin, Expert Systems with Applications, vol. 36, pp. 11994-12000, 2009.

2008

Planar-Projective Summation Invariant Features for Camera Networks
K. R. Widder,
W.-Y. Lin, N. Boston, and Y. H. Hu, IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 753-756, 2008.
[Pdf] [BibTex]

Video-based person authentication with random passwords
C.-W. Liao, W.-Y. Lin, and C.-W. Lin, IEEE International Conference on Multimedia and Expo, pp. 581-584, 2008.

Efficient Shape Retrieval Using Elliptical Shape Coding
J.-M. Li and W.-Y. Lin, Asia Journal of Health and Information Sciences, vol. 3, pp. 101-109, 2008.

2007

Fusion of Multiple Facial Regions for Expression-Invariant Face Recognition
W.-Y. Lin, M.-Y. Chen, K. R. Widder, Y. H. Hu, and N. Boston,  IEEE
International Workshop on Multimedia Signal Processing
, 2007.
[Pdf] [BibTex]

3D Face Recognition Under Expression Variations Using Similarity Metrics Fusion
W.-Y. Lin, K.-C. Wong, N. Boston, and Y. H. Hu,  IEEE
International Conference on Multimedia & Expo, pp. 727-730, 2007.
[Pdf] [BibTex]

Optimal Linear Combination of Facial Regions for Improving Identification Performance
K.-C. Wong, W.-Y. Lin, Y. H. Hu, N. Boston, and X. Zhang, IEEE Trans. Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 37, no. 5, pp. 1138-1148, 2007.
[Pdf] [BibTex]
 

2006
Face Recognition Using 3D Summation Invariant Features
W.-Y. Lin, K.-C. Wong, Y. H. Hu, and N. Boston,  IEEE International Conference on Multimedia & Expo, pp. 1733-1736, 2006.
[Pdf] [BibTex]

Fusion of Summation Invariants in 3D Human Face Recognition
W.-Y. Lin, K.-C. Wong, N. Boston, and Y. H. Hu,  IEEE Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 1369-1376, 2006.
[Pdf] [BibTex]

3D Human Face Recognition Using Summation Invariants
W.-Y. Lin, K.-C. Wong, N. Boston, and Y. H. Hu, IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 2, pp. 341-344, 2006.
[Pdf] [BibTex]
 

2005
Summation Invariant Features for 3D Face Recognition
W.-Y. Lin, N. Boston, and Y. H. Hu, IEEE International Workshop on Multimedia Signal Processing, 2005.
[Pdf] [BibTex]

Summation Invariant and Its Applications to Shape Recognition
W.-Y. Lin, N. Boston, and Y. H. Hu, IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 5, pp. 205-208, 2005.
[Pdf] [BibTex]