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Selected Recent Publications |
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| Visual Quality Evalaution
| | - | A.
Liu, W. Lin, M. Narwaria, “Image Quality Assessment Based on Gradient
Similarity”, IEEE Transaction on Image Processing, Vol. 21(4), pp. 1500 - 1512, 2012 (download) (Source Codes) | | - | M.
Narwaria, W. Lin, I. McLoughlin, S. Emmanue and L. T. Chia, “Fourier
Transform Based Scalable Image Quality Measure”, IEEE Trans. on
Image Processing, in press, 2012. (Source Codes) | | - | Q.
Xu, Y. Yao, T. Jiang, Q. Huang, W. Lin, B. Yan, “HodgeRank on Random
Graphs for Subjective Video Quality Assessment”, IEEE Trans.
Multimedia, accepted | | - | M.
Narwaria, and W. Lin, "SVD-Based Quality Metric for Image and Video
Using Machine Learning”, IEEE Trans. on Systems, Man, and
Cybernetics--Part B, Vol. 42(2), pp. 347 - 364, 2012 (download) (Source Codes) | | - | M. Narwaria and W. Lin, “Low-Complexity VQA Using Temporal Quality Variations”, IEEE Trans. on Multimedia , accepted, 2012. | | - | G.
Zhai , X. Wu, X. Yang, W. Lin, W. Zhang, “A Psychovisual Quality Metric in Free
Energy Principle”, IEEE Transactions on Image Processing, Vol. 21(1), pp. 41
– 52, 2012, (download) | | - | W.
Lin, C.-C. Jay Kuo, “Perceptual Visual Quality Metrics: A Survey”, J.
of Visual Communication and Image Representation, Vol 22(4), pp.
297-312, May 2011 (download) | | - | M.
Narwaria, W. Lin, E. Cetin, “Scalable Image Quality Assessment with 2D
Mel-cepstrum and Machine Learning Approach”, Pattern Recognition, vol.
45, no. 1, pp. 299-313, 2011,( download) | | - | A.
Liu, W. Lin, M. Paul, C. Deng, and F. Zhang, “Just Noticeable
Difference for Images with Decomposition Model for Separating Edge and
Textured Regions”, IEEE Transactions on Circuits and Systems for Video
Technology, vol. 20(11), pp. 1648-1652, 2010 (download) (Source Codes) | | - | M.
Narwaria, and W. Lin, "Objective Image Quality Assessment Based on
Support Vector Regression", IEEE Transactions on Neural Networks,
Vol.21(3), pp.515-519, March 2010 (download) | | - | S.
Wu, W Lin,and S. Xie, Z. Lu, E. Ong, S. Yao, “Blind Blur
Assessment for Vision-based Applications”, Journal of Visual
Communication and Image Representation, Vol 20(4), pp 231-241, 2009,
(download) |
| - | X. Zhang, W. Lin and P. Xue, “Just-Noticeable Difference Estimation With
Pixels in Images”, Journal
of Visual Communication and Image Representation, Vol 19(1), pp 30-41,
2008, (download) |
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G. Zhai, W. Zhang, X. Yang, W. Lin, Y. Xu,
“No-reference
Noticeable Blockiness Estimation in Images”, Signal Processing: Image Communication, vol.23
(6), pp. 417-432, July 2008, (download) |
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W. Lin, Gauging
Image and Video Quality in Industrial Applications, in Advances of Computational Intelligence in Industrial Systems, eds. Y. Liu, et al, Springer-Verlag, Heidelberg, 2008, (download) |
| - | F. Pan, X. Lin, S. Rahardja, E. Ong and W. Lin,
“Using edge
direction information for measuring blocking artifacts of images”,
Multidimensional
Systems and Signal Processing, Vol 18 (4), pp. 297 – 308, December 2007, (download) | | - | Y. Jia, W. Lin and A. A. Kassim, “Estimating Just-Noticeable Distortion for
Video”, IEEE Trans.
Circuits and Systems for Video Technology, vol.16(7), pp. 820- 829,
July, 2006, (download) (Source Codes) | | - | W. Lin, Computational
Models for Just-noticeable Difference, Chapter 9 in Digital Video Image Quality and
Perceptual Coding, eds. H. R. Wu and K. R. Rao, CRC Press, 2006, (download) | | - | W. Lin, L. Dong and P. Xue, “Visual Distortion Gauge Based on
Discrimination of Noticeable Contrast Changes”, IEEE Trans. Circuits and Systems for Video
Technology, vol.15(7), pp. 900- 909, July,
2005, (download) | | - | X. Zhang, W. Lin and P. Xue, “Improved Estimation for Just-noticeable
Visual Distortion”, Signal
Processing, Vol. 85(4), pp.795-808, April
2005, (download) (Source Codes) |
| - | E. Ong, X. Yang, W. Lin, Z. Lu, S. Yao, X. Lin,
S. Rahardja and C. Boon, “Perceptual
Quality and Objective Quality Measurements of Compressed Videos”,
Journal of Visual
Communication and Image Representation, vol.17(4), pp.717-737, August 2006, (download) |
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W. Lin, Y. Gai and A. A. Kassim, “A Study on Perceptual Impact of Edge
Sharpness in Images”, IEE
Proc. Vision, Image & Signal Processing, vol. 153(2), pp. 215-223,
April 2006, (download) |
| - | Z. Lu, W. Lin, X. Yang, E. Ong and S. Yao,
“Modeling
Visual Attention's Modulatory Aftereffects on Visual Sensitivity and
Quality Evaluation”, IEEE
Trans. Image Processing, Vol.14(11), pp.1928 – 1942, Nov. 2005, (download) | | - | E. Ong, W. Lin, Z. Lu, S. Yao and M. Etoh,
“Visual
Distortion Assessment with Emphasis on Spatially Transitional
Regions”, IEEE Trans.
Circuits and Systems for Video Technology, Vol. 14(4), PP.559 –
566, April 2004, (download) |
| - | F. Pan, X. Lin. S. Rahardja. W. Lin, E. Ong, S.
Yao, Z. Lu and X. Yang, “A
locally-adaptive algorithm for measuring blocking artifacts in images
and videos”, Signal
Processing: Image Communication, Vol 19(6), pp. 499-506, 2004, (download) | | | | Speech Quality Evalaution
| | - | M.
Narwaria, W. Lin, I. McLoughlin, S. Emmanue and L. T. Chia,
“Nonintrusive Quality Assessment of Noise Suppressed Speech with
Mel-Filtered Energies and Support Vector Regression”, IEEE Trans. on
Audio, Speech and Language Processing, Vol. 20(4), pp. 1217 - 1232, 2012 (download) | | |
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Perception-driven Visual Signal Processing
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| | | - | Y.
Fang, Z. Chen, W. Lin, and C-W Lin, ‘Saliency Detection in the
compressed domain for adaptive image retargeting‘, IEEE Trans. Image
Processing, accepted, (Codes) | | - | Y.
Fang, W. Lin, B-S Lee, C. T. Lau, Z. Chen, C-W Lin, “Bottom-up Saliency
Detection Model Based on Human Visual Sensitivity and Amplitude
Spectrum”, IEEE Transactions on Multimedia, Vol. 14(1), pp. 187 - 198, 2012, (download) (Source Codes) | | - | F.
Zhang, W. Liu, W. Lin, K. N. Ngan, “Spread Spectrum Image Watermarking
Based on Perceptual Quality Metric”, IEEE Transaction on Image
Processing, VOL. 20, NO. 11, pp. 3207 – 3218, Nov 2011, (download) |
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X. Yang, W. Lin, Z. Lu, E. Ong and S. Yao,
“Motion-compensated
Residue Pre-processing in Video Coding Based on
Just-noticeable-distortion Profile”, IEEE Trans. Circuits and Systems for Video
Technology, vol.15(6), pp.742-750, June,
2005, (download) (Source Codes) |
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X. Yang, W. Lin, Z. Lu, X. Lin, S. Rahardja, E.
Ong and S. Yao, “Rate Control
for videophone using perceptual sensitivity cues”, IEEE Trans. Circuits and Systems for Video
Technology, vol 15(4), pp.496-507, April,
2005, (download) |
| - | X. Yang, W. Lin, Z. Lu, E. Ong and S. Yao,
“Just
Noticeable Distortion Model and Its Applications in Video Coding”,
Signal
Processing: Image Communication, Vol. 20(7), pp. 662-680, August 2005, (download) |
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| Image/Video Coding & Postprocessing
| | - | Z.
Gu, W. Lin, B-S Lee, C. T. Lau, M-T Sun, “Mode Dependent Templates and
Scan Order for H.264/AVC Based Intra Lossless Coding”, IEEE Transaction
on Image Processing, accepted | | - | Z.
Gu, W. Lin, B.-S. Lee, C. T. Lau, “Low Complexity Video Coding Based on
Two-dimensional Singular Value Decomposition (2D-SVD)”, IEEE Trans. on
Image Processing, Vol. 21(2), pp. 674 - 687, 2012 (download) | | - | C. Deng, W.
Lin, B-S Lee, C. T. Lau, “Robust Image Coding Based upon
Compressive Sensing”, IEEE Transactions on Multimedia, Vol. 14(2), pp. 278 - 290, 2012 (download) | | - | C.
Deng, W. Lin, and J. Cai, “Content-based Image Compression for
Arbitrary-resolution Display Devices”, IEEE Trans. Multimedia, accepted. | | - | Y.
Gao, X. Xiu, J. Liang, W. Lin, “Fast Synthesized and Predicted Just
Noticeable Distortion Maps for Perceptual Multiview Video Coding”,
Journal of Visual Communications and Image Representation, accepted | | - | A.
Liu, W. Lin, M. Paul, F. Zhang, C. Deng, “Optimal Compression
Plane for Efficient Video Coding”, IEEE Transaction on Image
Processing, 20(10), pp.2788-2799, 2011, (download) | | - | M.
Paul, W. Lin, C. T. Lau, and B. –S. Lee, “Explore and Model Better
I-frames for Video Coding”, IEEE Trans. Circuits and Systems for Video
Technology,Vol. 21(9), pp. 1242 – 1254, 2011, (download) | | - | M.
Paul, W. Lin, C. T. Lau, and B. –S. Lee, “Direct Inter-Mode Selection
for H.264 Video Coding using Phase Correlation,” IEEE Transaction on
Image Processing, 20(2), pp. 461-473, Feb. 2011, (download) | | - | C.
Deng, W. Lin, B-S Lee, C. T. Lau, M-T Sun,
"Performance Analysis, Parameter Selection and Extensions to H.264/AVC
FRExt for Super-High Definition Video Coding”, Journal of Visual
Communication and Image Representation, Vol.22(8), pp. 749-759, 2011, (download) | | - | G.
Zhai, X. Yang, W. Lin and W. Zhang, “Bayesian Error Concealment with
DCT Pyramid for Images”, IEEE Trans. Circuits and Systems for Video
Technology, Vol 20(9), pp. 1224-1232, Sept 2010, (download) | | - | G. Zhai, W. Zhang, X. Yang, W. Lin and Y. Xu,
“Unified Deblocking for DCT Compressed ”, J. of Electronic Imaging, Vol. 17(4), 2009, (download) | | - | G. Zhai, W. Lin, J. Cai , X. Yang and W. Zhang,
“Effective Quadtree based Block-shift Filtering for Deblocking and Deringing”, Journal of Visual
Communication and Image Representation, vol.20(8), pp.595-607, Nov 2009, (download) | | - | P. Li, W. Lin, X.Yang, “Analysis of H.264/AVC and an Associated Rate Control Scheme”, J. of Electronic Imaging, Vol. 17(4), 2009, (download) | | - | G.
Zhai, W. Zhang, X. K. Yang, W. Lin, and Y. Xu, “Efficient deblocking
with coefficient regularization, shape adaptive filtering and
quantization constraint”, IEEE Transactions on Multimedia, vol. 10(8),
pp. 735-745, 2008, (download) | | - | G. Zhai, W. Zhang, X. Yang, W. Lin and Y. Xu,
“Efficient
Image Deblocking Based on Postfiltering in Shifted Windows”,
IEEE Trans.
Circuits and Systems for Video Technology. Vol. 18 (1), pp.122 –
126, Jan. 2008, (download) | | - | C Wang, P. Xue, W. Lin, “Layered Image Resizing in Compression
Domain”, Signal Processing:
Image Communication, Vol.23 (1) , pp. 58-69, January 2008, (download) | | - | G. Zhai, J. Cai , W. Lin, X. Yang, and W. Zhang,
“Three Dimensional Scalable Video Adaptation via User-end Perceptual Quality Assessment”, IEEE Trans. Broadcasting, Vol. 54(3), pp. 1316-1324, 2008, (download) | | - | W. Lin and L. Dong, “Adaptive Down-sampling to Improve Image
Compression at Low Bit Rates”, IEEE Trans. Image Processing, Vol.15(9), pp.
2513-2521, Sept. 2006, (download) (Source Codes) | | - | C. Wang, P. Xue, W. Lin, W. Zhang and
S. Yu, “Fast Edge-Preserved
Postprocessing for Compressed Images”, IEEE Trans. Circuits and Systems for Video
Technology, vol.16(9), pp.1142-1147, Sept.
2006, (download) | | - | P. Li, W. Lin, S. Rahardja, X. Lin, X.K. Yang and
Z.G. Li, “Geometrically
Determining the Leaky Bucket Parameters for Video Streaming over
Constant Bit-Rate Channels”, Signal
Processing: Image Communication, Vol. 20(2), pp.193-204, February 2005, (download) | | | | Image Processing, Retrieval and Understanding
| | - | L.
Zhang, L. Wang, W. Lin, “Conjunctive Patches Subspace Learning with
Side Information for Collaborative Image Retrieval”, IEEE Transaction
on Image Processing, accepted | | - | L.
Zhang, L. Wang, W. Lin, “Generalized Biased Discriminant Analysis for
Content-Based Image Retrieval”, IEEE Transactions on Systems, Man, and
Cybernetics--Part C, Vol. 42(1), pp. 282 - 290, 2012, (download) | | - | L.
Zhang, L. Wang, W. Lin, “Semi-Supervised Biased Maximum Margin Analysis
for Support Vector Machine Relevance Feedback in Content-Based Image
Retrieval”, IEEE Transaction on Image Processing, in press, 2012, http://ieeexplore.ieee.org/xpl/ freeabs_all.jsp?arnumber=6094214 | | - | M.
Liu, HS Seah, C. Zhu, W. Lin, F. Tian, “Reducing Location Map In
Prediction-Based Difference Expansion For Reversible Image Data
Embedding Signal Processing”, Signal Processing, Vol. 92, Issue 3, pp.
819-828, March 2012 | | - | M.
Shen, C. Wang, P. Xue and W. Lin, “Performance of Reconstruction-based
Super-resolution with Regularization”, Journal of Visual Communications
and Image Representation, Vol.21(7), pp.640-650, Oct. 2010, (download) | | - | S. Wu, W Lin,and S. Xie, “Skin Heat Transfer Model of Facial
Thermograms and Its Application in Face Recognition”, Pattern Recognition, Vol. 41(8), pp. 2718-2729,
2008, (download) | | - | E.
Ong, W. Lin, “Video Object Segmentation”, in Encyclopedia of
Information Communication Technology (ICT) , Ideal Group Inc., A.
Cartelli and M. Palma (eds.), 2008,(download) | | - | H. Gao, J. Tham, P. Xue and W. Lin, “Complexity Analysis of Morphological Area
Openings and Closings with Set Union”, IET Image Processing, Vol. 2, No. 4, pp.
231-238, August 2008, (download) | | - | C. Wang, P. Xue, W. Lin, “Improved Super-resolution Reconstruction
from Video”, IEEE Trans.
Circuits and Systems for Video Technology, Vol.16(11), pp.1411-1422,
Nov. 2006, (download) | | - | E. Ong, W. Lin, B. Tye and M. Etoh, Video Object Segmentation for Content-based
Applications, in Advances in
Image and Video Segmentation, Chapter VII, ed. Y.J. Zhang, Idea Group,
Inc., 2006 | | - | H. Gao, W. Lin, P. Xue and W.C. Siu, “Marker-Based Image Segmentation Relying on
Disjoint Set Union”, Signal
Processing: Image Communication, Vol. 21(2), pp. 100-112, 2006, (download) | | | | Patents
| | - | W.
Lin, B. Tye and E.P. Ong, “Dynamic Load-balancing between Two
Processing Means for Real-time Video Encoding”, US patent 6,748,019 B1
(2004); Singapore patent 9902417-6 (1999). | | - | Z.
Lu, W. Lin, S. Yao and E. Ong, “Method for generating a quality
oriented significance map for assessing the quality of an image or
video”, US Patent number 7,590,287 B2 (2009), PCT Patent number
WO2004/043054 A2 (2004). | | - | Z.
Lu, W. Lin, Z. Li, K. P. Lim, X. Lin, S. Rahardja, E. Ong and S. Yao,
“Method for encoding a picture, computer program product and encoder”,
US Patent Application No. 11/910,929, 2007. | | - | E.
Ong, W. Lin, Z. Lu, S. Yao and X. Yang, “Image and Video Quality
Measurements”, Singapore Patent Application No. 200307620-5 (2003); PCT
Patent number WO 2005/060272 A1 (2005). | | - | E
Ong, X Yang, W Lin, Z LU, S Yao, “METHOD AND SYSTEM FOR VIDEO QUALITY
MEASUREMENTS”, European Patent 1,692,876, 2006; also WO2005055618 (A1)
and US2007257988 (A1). | | - | Z.
Gu, W. Lin, B.-S. Lee and C. T. Lau, “Mode Dependent Templates for
H.264/AVC Lossless Intra Coding”, US Provisional Patent Application,
61/553,372, October 2011. | | |
More Publications
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