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Isaac Scientific Publishing
Frontiers in Signal Processing
Prof. Kim Hui YAP,  Nanyang Technological University, Singapore
School of Electrical and Electronic Engineering,
Nanyang Technological University,
S2-B2b-53, Nanyang Avenue,
Singapore 639798
Research Interests
•Data analytics
•Image/video processing
•Computer vision
•Computational intelligence
Selected Publication List
•Z.-W. Miao, X.-D. Jiang and K.-H. Yap, “Contrast Invariant Interest Point Detection by Zero-Norm LoG Filter", accepted for publication in IEEE Transactions on Image Processing.
• S. Sinduja, K.-H. Yap, and D. Zhang, “Bijective Weighted Kernel with Connected Component Analysis for Visual Object Search,” IEEE Signal Processing Letters, vol. 22, pp. 1604-1608, Oct. 2015.
•Z. Li and K.-H. Yap, "Beyond Bag of Words: Combining Generative and Discriminative Models for Scene Categorization," Multimedia Tools and Application, vol. 71, pp. 1033-1050, Aug. 2014.
• T. Chen and K.-H. Yap, “Discriminative BoW Framework for Mobile Landmark Recognition,” IEEE Transactions on Cybernetics, vol. 44, pp. 695-706, May 2014.
• T. Chen, K.-H. Yap, and D. Zhang, “Discriminative Soft Bag-of-Visual Phrase for Mobile Landmark Recognition,” IEEE Trans. Multimedia, vol. 16, pp. 612-622, Apr. 2014.
• Z. Li and K.-H. Yap, “Context-Aware Discriminative Vocabulary Tree Learning for Mobile Landmark Recognition", Digital Signal Processing, vol. 24, pp. 124-134, Jan. 2014.
• Z. Li and K.-H. Yap, “An Efficient Approach for Scene Categorization Based on Discriminative Codebook Learning in Bag-of-Words Framework", Image and Vision Computing, vol. 31, pp. 748- 755, Oct. 2013.
• T. Chen and K.-H. Yap, “Context-Aware Discriminative Vocabulary Learning for Mobile Landmark Recognition,” IEEE Trans. Circuits and Systems for Video Technology, vol. 23, pp. 1611-1621, Sep. 2013.
• Y. Tian and K.-H. Yap, “Joint Image Registration and Super-resolution from Low-resolution Images with Zooming Motion,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, pp. 1224-1234, July 2013.
• Z. Li, K.-H. Yap and K.-W. Tan, "Context-Aware Mobile Image Annotation for Media Search and Sharing", Signal Processing: Image Communication, vol. 28, pp. 624-641, July 2013.
• Z. Li and K.-H. Yap, “Content and Context Boosting for Mobile Landmark Recognition,” IEEE Signal Processing Letter, vol. 19, pp.459-462, Aug. 2012.
• Y. Tian, K.-H. Yap and Y. He, “Vehicle License Plate Super-resolution Using Soft Learning Prior,” Multimedia Tools and Applications, vol. 60, pp. 519-535, March 2012.
• T. Chen, K.-H. Yap and L.-P. Chau, “Integrated Content and Context Analysis for Mobile Landmark Recognition,” IEEE Trans. Circuits and Systems for Video Technology, vol. 21, pp. 1476- 1486, Oct. 2011.
• L. Chen, Y. He, and K.-H. Yap, “A New Regularization Scheme for Blind Color Image Deconvolution,” Journal of Electronic Imaging, Mar 2011; http://dx.doi.org/10.1117/1.3554414.
• B.-S. Chew, L.-P. Chau and K.-H. Yap, “A Fuzzy Clustering Algorithm for Virtual Character Animation Representation” IEEE Trans. Multimedia, vol. 13, pp. 40-49, Jan. 2011.
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