Publication Listings:
Books:
1.
K.-H. Yap, L. Guan, S. W. Perry, and H.-S. Wong, Adaptive Image Processing: A Computational
Intelligence Perspective, 2nd edition, CRC Press, 2009.
2.
Y.-P. Tan,
K.-H. Yap, and L. Wang eds., Intelligent Multimedia
Processing with Soft Computing, Springer-Verlag,
2005.
Book Chapters:
1.
K. Wu and K.-H. Yap, “Soft-Labeling Image Scheme Using Fuzzy Support Vector Machine,” in Computational
Intelligence in Multimedia Processing: Recent Advances, Springer-Verlag, pp. 271-290, 2008.
2.
K. Wu and K.-H. Yap, “A perceptual subjectivity notion in
interactive content-based image retrieval systems,” in Intelligent Multimedia Processing with Soft Computing, Springer-Verlag,
pp. 55-73, 2005.
3.
L. Wang, L. Yan, and K.-H. Yap, “Image denoising using stochastic chaotic simulated annealing,”
in Intelligent Multimedia Processing with Soft Computing, Springer-Verlag,
pp. 415-429, 2005.
Journal Papers:
1.
B.-S. Chew,
L.-P. Chau and K.-H. Yap, “A Fuzzy Clustering Algorithm for Virtual Character
Animation Representation” accepted for publication in IEEE Trans. Multimedia.
2.
K.-H.
Yap, T. Chen, Z. Li, and K. Wu, “A
Comparative Study of Mobile-based Landmark Recognition,” accepted for
publication in IEEE Intelligent Systems.
3.
K.-H. Yap,
Y. He, Y. Tian, and L.-P. Chau, “A Nonlinear L1-norm Approach for Joint Image
Registration and Super-resolution” IEEE
Signal Processing Letters, vol. 16, pp. 981-984, Nov. 2009.
4.
K. Wu, K.-H.
Yap and Z. Chu, “Knowledge Propagation in Collaborative Tagging for Image
Retrieval” accepted for publication in Journal
of Signal Processing Systems.
5.
Y. Wang,
L.-P. Chau, and K.-H. Yap, “Bit-rate Allocation for
Broadcasting of Scalable Video over Wireless Networks” accepted for publication
in IEEE Transactions on Broadcasting.
6.
Y. He, K.-H.
Yap, L. Chen, and L.-P. Chau, “A Soft MAP Framework for Blind Super-resolution
Image Reconstruction” Image and Vision
Computing, vol. 27, pp.364-373, Mar. 2009.
7.
Y. Wang,
L.-P. Chau, and K.-H. Yap, “Joint Rate Allocation for
Multi-Program Video Coding using Scalable Video Codec” accepted for publication
in IEEE Trans. Circuits and Systems for
Video Technology.
8.
Y. Wang,
L.-P. Chau, and K.-H. Yap, “Adaptive Resynchronization
Approach for Scalable Video over Wireless Channel” accepted for publication in
Journal of Visual Communication and Image Representation.
9.
L. Chen and
K.-H. Yap, “An
Effective Technique for Subpixel Image Registration
under Noisy Conditions” IEEE Trans. Systems, Man and Cybernetics,
vol. 38, pp.881-887, July 2008.
10.
L. Chen,
K.-H. Yap and Y. He, “Subband Synthesis for Color
Filter Array Demosaicking” IEEE Trans. Systems, Man and Cybernetics, vol. 38, pp. 485-492, Mar. 2008.
11.
Y. Zhang, C.
Zhu, and K.-H. Yap, “A Joint Source-Channel Video Coding Scheme Based on
Distributed Source Coding” IEEE Trans.
Multimedia, vol. 10, pp. 1648-1656, Dec. 2008.
12.
Y. He, K.-H. Yap, L. Chen and L.-P. Chau, “A Novel Hybrid Model Framework to Blind Color Image Deconvolution” IEEE Trans. Systems, Man and Cybernetics,
vol. 38, pp.867-880, July 2008.
13.
L. Chen,
K.-H. Yap and Y. He, “Efficient Recursive Multichannel Blind Image Restoration” EURASIP
Journal on Advances in Signal Processing, vol. 2007, Article ID 19675, 10
pages, 2007.
14.
K. Wu and
K.-H. Yap, “Content-based Image Retrieval Using Fuzzy Perceptual Feedback,” Multimedia Tools and Applications, Kluwer, vol. 43, pp. 235-251, Mar. 2007.
15.
Y He, K.-H.
Yap, L. Chen, and L.-P. Chau, “A Nonlinear Least Square Technique for
Simultaneous Image Registration and Super-resolution” IEEE Trans. Image Processing, vol. 16, pp. 2830-2841, Nov. 2007.
16.
Y. Wang, T.
Fang, L.-P. Chau, and K.-H. Yap, “Two-dimensional
Channel Coding Scheme for MCTF Based Scalable Video Coding” IEEE Transactions on Multimedia, vol. 9, pp. 37-45, Jan. 2007.
17.
K.
Wu and K.-H. Yap, “Fuzzy SVM for Content-based Image Retrieval
- A Pseudo-Label Support Vector Machine Framework,” IEEE Computational Intelligence Magazine, vol.1, pp. 10-16, May
2006.
18.
L. Chen and
K.-H. Yap, “Efficient discrete spatial techniques for blur identification in
blind image deconvolution,” IEEE Trans. Signal Processing, vol. 54, pp. 1557-1562, Apr. 2006.
19.
K.-H. Yap
and K. Wu, “A soft relevance framework in content-based image retrieval
systems,” IEEE Trans. Circuits and
Systems for Video Technology, vol. 15, pp. 1557-
1568, Dec. 2005.
20.
L. Chen and
K.-H. Yap, “A soft double regularization approach to parametric blind image deconvolution,” IEEE
Trans. Image Processing, vol. 14, pp. 624-633, May 2005.
21.
K.-H. Yap,
“A contextual Hebbian neural learning framework to
adaptive blind multiuser detection,” Neural
Information Processing- Letters and Reviews, Korea, vol. 3, No. 1, pp.
11-17, Apr. 2004.
22.
K.-H. Yap,
L. Guan and W. Liu, “A recursive soft-decision approach to blind image deconvolution,” IEEE
Trans. Signal Processing, vol. 51,
pp. 515-526, Feb. 2003.
23.
K.-H. Yap
and L. Guan, “A computational reinforced learning scheme to blind image deconvolution,” IEEE
Trans. Evolutionary Computation, vol. 6, pp. 2-15, Feb. 2002.
24.
K.-H. Yap
and L. Guan, “Adaptive image restoration based on hierarchical neural
networks,” Optical Engineering, USA,
vol. 39, pp. 1877-1890, July 2000.
Conference Papers:
1.
T.
Chen, Z. Li, K.-H. Yap, K. Wu, and L.-P. Chau, “A Multi-scale Learning Approach
for Landmark Recognition Using Mobile Devices,” accepted for publication in 2009 International Conference on
Information, Communications and Signal Processing, Macau.
2.
B.-S.
Chew, L.-P. Chau and K.-H. Yap, “Virtual Character Animation Mapping,” accepted
for publication in 2009 International
Conference on Information, Communications and Signal Processing, Macau.
3.
M.
Liu, J. Yao, H. Zhao, K.-H. Yap, “Learning-based Image Ground Segmentation Using Multiple Cues,”
accepted for publication in International
Conference on Image and Signal Processing, Tianjin, China.
4.
Y. He, K.-H.
Yap, L.-P. Chau, “A Learning Approach for Single-Frame Face Super-Resolution,”
accepted for publication in 2009 IEEE
International Symposium on Circuits and Systems, Taipei, Taiwan, May 2009.
5.
Y. Wang, L.-P. Chau and K.-H. Yap, “Broadcast of Scalable Video
over Wireless Networks,” accepted for publication in 2009 IEEE International Symposium on Circuits and Systems, Taipei,
Taiwan, May 2009.
6.
B.-S. Chew,
L.-P. Chau and K.-H. Yap, “Progressive Transmission of Motion Capture Data for Scalable
Virtual Character Animation,” accepted for publication in 2009 IEEE International Symposium on Circuits and Systems, Taipei,
Taiwan, May 2009.
7.
T. Chen, K.
Wu, K.-H. Yap, Z. Li, and F. S. Tsai, “A Survey on Mobile Landmark Recognition
for Information Retrieval Systems,” accepted for publication in 2009 MDM International Workshop on Mobile
Media Retrieval, Taipei, Taiwan, May 2009.
8.
R. Zhang, K.
Wu, K.-H. Yap, and L. Guan, “A Collaborative Bayesian Image Annotation
Framework,” Lecture Notes in Computer
Science, Pacific-Rim Conference on Multimedia, Tainan,
Taiwan, pp. 348-357, Dec. 2008.
9.
K. Wu, K.-H.
Yap, K.-L. Chan, L.-P. Chau, F. Tsai, L. Guan, “Mobile Media Annotation and
Sharing: Current Challenges and Future Trends,” Proc. SIGIR 2008 Workshop on Mobile Information Retrieval,
Singapore, pp. 28-31, Jul. 2008.
10.
Y. Wang, L.-P. Chau, K.-H. Yap, “Spatial Resolution Decision in
Scalable Bitstream Extraction for Network and
Receiver Aware Adaptation,” Proc. IEEE International Conference on
Multimedia & Expo, Hannover,
Germany, pp. 577-580, Jun. 2008.
11.
B. S. Chew,
L.P. Chau and K.-H. Yap, “Bitplane Coding Technique
for 3-D Animated Meshes,” accepted for publication in 2008 IEEE International Conference on Neural Networks and Signal
Processing, Zhenjiang, China, pp. 692-695, Jun. 2008.
12.
Y. Wang,
L.P. Chau and K.-H. Yap, “GOP-based Unequal Error Protection for Scalable Video
over Packet Erasure Channel,” accepted for publication in 2008 IEEE International Symposium on Broadband Multimedia Systems and
Broadcasting, Las Vegas, USA, pp. 1-4, Mar. 2008.
13.
Y. He, K.-H.
Yap, L. Chen, L.-P. Chau, “A New Color Image Regularization Scheme for Blind
Image Deconvolution,” accepted for publication in IEEE Int. Conf. Acoustic, Speech, and Signal
Processing, Las Vegas, USA, pp. 1253-1256, Apr. 2008.
14.
K. Wu and
K.-H. Yap, “Knowledge Propagation in Content-based Image Retrieval,” Proc. International Conferences on
Information, Communications and Signal Processing, Session We3.1,
Singapore, Dec. 2007.
15.
Y. Wang, L.-P. Chau, K.-H. Yap, “A motion-based selective error
protection method for scalable video over error-prone channel,” Proc. IEEE International Conference on Multimedia & Expo, Beijing, China, pp. 763-766,
July 2007.
16.
K.-H. Yap
and K. Wu, “A Pseudo-Labeling Framework for Content-based Image Retrieval,” Proc. IEEE Symposium on Computational Intelligence in Image and Signal
Processing, Hawaii, USA, pp. 266-270, Apr. 2007.
17.
Y He, K.-H.
Yap, L. Chen and L.-P. Chau, “Joint Image Registration and Super-resolution
Using Nonlinear Least Squares Method,” Proc. IEEE Int. Conf. Acoustic, Speech, and Signal Processing, Hawaii,
USA, pp. 561-564, Apr. 2007.
18.
Y He, K.-H.
Yap, L. Chen and L.-P. Chau, “Blind Super-Resolution Image
Reconstruction Using A Maximum A Posteriori Estimation,” Proc. IEEE Int. Conf. Image Processing,
Atlanta, USA, pp. 1729-1732, Oct. 2006.
19.
K. Wu, K.-H.
Yap and L.-P. Chau, “Region-Based Image Retrieval Using Radial Basis Function Network,”
Proc. IEEE International Conference on Multimedia & Expo, Toronto, Canada, pp. 1777-1780,
July 2006.
20.
Y. Wang,
L.-P. Chau and K.-H. Yap, “A Novel Resynchronization Method for
Scalable Video over Wireless Channel,” Proc. IEEE
International Conference on Multimedia & Expo, Toronto, Canada, pp. 1669-1672,
July 2006.
21.
Y. Wang, T.
Fang, L.P. Chau and K.H. Yap, “Two-dimensional Channel Rate Allocation for SVC
over Error-prone Channel,” Proc. IEEE
International Symposium on Circuits and Systems, Kos, Greece, pp.
3013-3016, May 2006.
22.
K.-H. Yap
and L. Chen, “A Bispectrum Technique to Subpixel Image Registration under Noisy Conditions,” Proc. IEEE Int. Conf. Acoustic, Speech, and Signal Processing, Toulouse,
France, vol. 2, pp. 249-252, May 2006.
23.
K.-H. Yap
and K. Wu, “Fuzzy relevance feedback in content-based image retrieval systems using
radial basis function network,” Proc.
IEEE International Conference on
Multimedia & Expo, Amsterdam, The Netherlands, pp. 177-180, July 2005.
24.
Y. He, K.-H.
Yap, L. Chen, and L.-P. Chau, “Blind color image deconvolution
based on wavelet decomposition,” Proc.
IEEE Int. Conf. Image Processing, Genova, Italy,
vol. 2, pp.766-769, Sep. 2005.
25.
L. Chen, and K.-H. Yap, “Regularized Interpolation using Kronecker Product for Still Images,” Proc. IEEE Int. Conf. Image Processing, Genova,
Italy, vol. 2, pp.1014-1017, Sep. 2005.
26.
L. Chen,
K.-H. Yap, and Y. He, “Color filter array demosaicking using wavelet-based subband
synthesis,” Proc. IEEE Int. Conf. Image
Processing, Genova, Italy, vol. 2, pp.1002-1005,
Sep. 2005.
27.
L. Yan, L.
Wang, and K.-H. Yap, “A noisy chaotic neural network approach to image denoising,” Proc.
IEEE Int. Conf. Image Processing, Singapore, vol. 2, pp. 1229 – 1232, Dec. 2004.
28.
K. Wu and
K.-H. Yap, “An efficient radial basis function network approach for
content-based image retrieval,” Proc. IEEE
Int. Conf. Acoustic, Speech, and Signal Processing, Montreal, Canada, vol.
3, pp. 437-440, May 2004.
29.
K.-H. Yap
and K. Wu, “Fuzzy relevance feedback in content-based image retrieval,” Proc.
Int. Conf. on Information, Communications and Signal Processing and Pacific-Rim
Conference On Multimedia, Singapore, vol. 3, pp. 1595-1599, Dec. 2003.
30.
L. Chen and
K.-H. Yap, “Identification of blur support size in blind image deconvolution,” Proc. Int. Conf. on Information,
Communications and Signal Processing and Pacific-Rim Conference On Multimedia,
Singapore, vol. 1, pp.503-507, Dec. 2003.
31.
L. Chen and
K.-H. Yap, “A fuzzy K-nearest-neighbor algorithm to blind image deconvolution,” Proc. IEEE Int. Conf. on Systems, Man
& Cybernetics, Washington, USA, vol. 3, pp. 2049-2054, Oct. 2003.
32.
K.-H. Yap,
L. Guan and H.-S. Wong, “A low-complexity contextual Hebbian
detector for blind multiuser detection,”
Proc. Int. Conf. on Neural Information Processing, Singapore,
vol.4, pp. 2185-2189, Nov. 2002.
33.
K.-H. Yap
and L. Guan, “A fuzzy blur algorithm to adaptive blind deconvolution,”
Proc. Int. Conf. on Control, Automation, Robotic and Vision, Singapore,
pp. 34-38, Dec. 2002.
34.
K.-H. Yap,
L. Guan and J. Evans, “Blind adaptive detection for CDMA systems based on
regularized independent component analysis,” Proc. of IEEE Global
Telecommunications Conference, San Antonio, USA, vol. 1, pp. 249-253, Nov. 2001.
35.
K.-H. Yap,
L. Guan, “An attractor space approach to blind image deconvolution,” Proc.
IEEE Int. Conf. Acoustic, Speech, and Signal Processing, Salt Lake City,
USA, vol. 3, pp. 1833-1836, May 2001.
36.
K.-H. Yap
and L. Guan “A recursive approach to joint image restoration and compensated
blur identification,” Proc. IEEE Workshop
Neural Network for Signal Processing, Sydney, Australia, pp. 567-575, Dec.
2000.
37.
K.-H. Yap
and L. Guan “A recursive soft-decision PSF and neural network approach to
adaptive blind image regularization,” Proc.
IEEE Int. Conf. Image Processing, Vancouver, Canada, vol. 3, pp. 813-816,
Sept. 2000.
38.
K.-H. Yap
and L. Guan “Image restoration based on hierarchical cluster model with
evolutionary optimization,” Proc. IEEE
Int. Conf. Image Processing, Kobe, Japan, vol. 1, pp. 189-193, Oct. 1999.