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PATENTS:
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and Proceedings:
SELECTED PUBLICATIONS (The complete list and reprints are available upon
request):
IEEE
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1.
Zhang, Xiao-Ping, and Kedmey, D., TechWare: Financial Data and Analytic Resources, IEEE Signal Processing Magazine, vol.
28, no. 5, pp. 138-141, September 2011.
1.
Guo, P., Miao, Z., Zhang,
Xiao-Ping, Shen, S., and Wang, S., Coupled
observation decomposed hidden Markov model for multi-person activity recognition, IEEE
Trans. on Circuit and Systems for Video Technology, accepted 2012.
2.
Sarwer, M.G., Wu, Q.M.J., and Zhang, Xiao-Ping, Enhanced SATD based cost function for mode
selection of H.264/AVC Intra Coding, Springer
Journal of Signal, Image and Video Processing, accepted 2011.
3.
Wang, X., and Zhang,
Xiao-Ping, Ice hockey shooting event modeling with mixture hidden Markov model, Multimedia Tools and Applications, Special Issue on Events in Multimedia, online published, in press.
4.
Wang, X. and Zhang,
Xiao-Ping, On optimal look-up table based
data hiding, IET Signal Processing,
vol. 5, no. 2, pp. 171-179, April 2011.
5.
Beheshti, S., Hashemi, M., Zhang,
Xiao-Ping, and Nikvand, N., Noise invalidation denoising, IEEE
Trans. on Signal Processing, vol. 58, no. 12, pp. 6007-6016, December 2010.
6.
Yuan, H., and Zhang,
Xiao-Ping, Statistical modeling
in the wavelet domain for compact feature extraction and similarity measure of
images,
7.
Zhou, J., and Zhang, Xiao-Ping, An ICA mixture hidden Markov model for
video content analysis,
8.
Wang, F., Zhang, Xiao-Ping, and Ouyang, M., Does
advertising contribute to firm value? The capitalization of brand intangibles,
Journal of the Academy of Marketing Science, vol. 37, no. 2, pp.
130-143, June 2009.
9.
Wang, F., and Zhang, Xiao-Ping, Reasons for market evolution and budgeting implications,
Journal of
Marketing, vol. 72, no. 5, pp. 15-30, September 2008.
10.
Zhang, Xiao-Ping, Li, K., and Wang, X., A novel look-up table design method for
data hiding with near minimum distortion,
11.
Tsui, T., Zhang,
Xiao-Ping, and Androutsos, D, Color image watermarking using
multidimensional Fourier transforms , IEEE Trans. on Information
Forensics and Security, vol. 3, no. 1, pp. 13-28, March 2008.
12.
Wang, Y., and Zhang, Xiao-Ping, Filter-bank design for multicarrier
modulation systems with MPSK based on symbol-error-rate evaluation,
13.
Yuan, H., and Zhang, Xiao-Ping, Multiscale fragile watermarking
based on the Gaussian mixture model, IEEE Trans. on Image Processing,
vol. 15, no. 10, pp. 3189-3200, October 2006.
14.
Zhang, Xiao-Ping, and Chen, Z., An automated video object
extraction system based on spatiotemporal independent component analysis and
multiscale segmentation, EURASIP Journal on Applied Signal Processing,
Special Issue on Information Mining from Multimedia Databases, vol. 2006,
pp.1-22, 2006.
15.
Ma, L., Zhang, Xiao-Ping, Si, J., Abousleman, G.P., Bi-directional gradient labelling and
registration for gray-scale image segmentation,
16.
Zhang, Xiao-Ping and Li, K., Comments on An SVD-Based watermarking scheme
for protecting rightful ownership, IEEE
Trans. on Multimedia. vol. 7, no. 3, pp.593-594, June 2005.
17.
Zhang, Xiao-Ping, Thresholding
neural network for adaptive noise reduction, IEEE Trans. on Neural
Networks, vol. 12, no. 3, pp. 567-584, May 2001.
18.
Zhang, Xiao-Ping, et al., "Segmentation of bright targets using wavelets and
adaptive thresholding," IEEE Trans. on Image Processing, vol.
10, no. 7, pp. 1020-1030, July 2001.
19.
Zhang, Xiao-Ping, Desai, M. and Peng, Y.-N., "Orthogonal
complex filter banks and wavelets: some properties and design,"
20.
Zhang, Xiao-Ping, et al., "Adaptive denoising based on SURE
risk," IEEE Signal Processing Letters, vol. 5, no. 10, pp.
265-267, Oct. 1998. (Compressed Postscript 76kB)
21.
Zhang, Xiao-Ping, Tian,
L.-S. and Peng, Y.-N., "From
the wavelet series to the discrete wavelet transform -- the initialization,"
IEEE Trans. on Signal Processing, vol. 44, no. 1, pp. 129-133, Jan.
1996. (Compressed Postscript 172kB)
22.
Zhang, Xiao-Ping, Tian,
L.-S. and Peng, Y.-N.,
"Matched filters in time-scale domain and its application in signal
detection," ACTA ELECTRONICA SINICA, vol. 24, no. 6, pp. 87-91,
June 1996.
23.
Zhang, Xiao-Ping, Tian,
L.-S. and Peng, Y.-N., "From time-frequency
distribution to continuous wavelet transform," Journal of Electronics,
vol. 16, no. 6, pp. 631-640, Nov. 1994.
1.
Jiang, J., and Zhang, Xiao-Ping, Trends and
opportunities in consumer video content navigation and analysis, invited
position paper, in Proc. Int. Conf. on
Computing, Networking and Commu. (ICNC 2012), Maui,
Hawaii, USA. January 30 - February 2, 2012.
2.
Jiang, J., and Zhang, Xiao-Ping, A smart video player
with content-based fast-forward playback, in Proc. ACM Multimedia 2011(MM'11), Scottsdale, Arizona, USA, Nov. 28
Dec. 1, 2011.
3.
Sarwer, M.G., Wu, Q.M.J.,
and Zhang, Xiao-Ping, A Novel
Rate-Distortion Optimization Method of H.264/AVC Intra Coder, in Proc. of ICIP2011, Brussels, Belgium,
September 11-14, 2011.
4.
Jiang, J., Zhang,
Xiao-Ping, and Loui, A. C., A content-based
video fast-forward playback method using video time density function and rate
distortion theory, in Proc. of ICME2011,
Barcelona, Spain, July 11-15, 2011.
5.
Jiang, J., and Zhang,
Xiao-Ping, A novel vector quantization-based video summarization method
using independent component analysis mixture model, in Proc. of ICASSP2011, Prague, Czech Republic, May 22-27, 2011.
6.
Jiang, J., and Zhang,
Xiao-Ping, Video thumbnail extraction using video time density function
and independent component analysis mixture model, in Proc. of ICASSP2011, Prague, Czech Republic, May 22-27, 2011.
7.
Jiang, J., Zhang,
Xiao-Ping, and Loui, A. C., A new video
similarity measure model based on video time density function and dynamic
programming, in Proc. of ICASSP2011, Prague,
Czech Republic, May 22-27, 2011.
8.
Jiang, J., and Zhang,
Xiao-Ping, A content-based rapid video playback method using motion-based video
time density function and temporal quantization, in Proc. the 1st ACM International Workshop on Social, Adaptive
and Personalized Multimedia Interaction and Access on Events in Multimedia
(SAPMIA'10) in conjunction with ACM Multimedia 2010, Florence, Italy, Oct.
25-29, 2010.
9.
Jiang, J., and Zhang,
Xiao-Ping, A novel video thumbnail method using spatiotemporal
quantization, in Proc. the 3rd
International Workshop on Automated Information Extraction in Media Production (AIEMPro10)
in conjunction with ACM Multimedia 2010, Florence, Italy, Oct. 25-29, 2010.
10. Jiang, J., and Zhang, Xiao-Ping, Gaussian mixture
vector quantization-based video summarization using independent component
analysis, in Proc. 2010
11. Jiang, J., and Zhang, Xiao-Ping, A new hierarchical
key frame tree-based video representation method using independent component
analysis, in Proc. 2010 International
Conference on Intelligent Computing (ICIC2010), Changsha, Hunan, China,
August 18-21, 2010.
12. Jiang, J., and Zhang, Xiao-Ping, A new player-enabled
rapid video navigation method using temporal quantization and repeated weighted
boosting search, in Proc. CVPR 2010 Workshop on Perceptual Organization in
Computer Vision (POCV), San
Francisco, California, June 13-18, 2010.
13. Wang, X., Zhang, Xiao-Ping, A new Laplacian
mixture conditional random field model for image labeling, in Proc. of I
14. Wang, X., Zhang, Xiao-Ping, Clarke, I., and Yakubovich, Y., A new generalized Gaussian mixture
conditional random field model for indoor image labeling, in Proc. the 1st ACM International Workshop on
Interactive Multimedia for Consumer Electronics (IMCE09) in conjunction with
ACM Multimedia 2009, October 19-24, 2009, Beijing, China.
15. Wang, X., Zhang, Xiao-Ping, Ice hockey shot
event modeling with mixture hidden Markov model, in Proc. the 1st ACM International Workshop on Events in Multimedia
(EiMM09) in conjunction with ACM Multimedia 2009, October 19-24, 2009,
Beijing, China.
16. Wang, X., Zhang, Xiao-Ping, ICA mixture hidden conditional random field
model for sports event classification, in Proc. IEEE International Conference on Computer Vision 2009 (ICCV09)
Workshop on Video-Oriented Object and Event Classification (VOEC'09),
September 27- October 4, 2009,
17. Wang, X., Zhang, Xiao-Ping, Clarke, I., and Yakubovich, Y., A novel image labeling method based on
content-based image retrieval and conditional random field model, in Proc. of the 6th International Symposium on
Image and Signal Processing and Analysis (ISPA 2009), September 16-18,
2009, Salzburg, Austria.
18. Wang, X., Zhang, Xiao-Ping, A new localized superpixel Markov random field
for image segmentation, in Proc.
ICME2009, New York, June 28-July 3, 2009.
19. Wang, X., Zhang,
Xiao-Ping, Clarke, I., and Yakubovich, Y. A new room decoration assistance
system based on 3D reconstruction and integrated service, invited paper,
in Proc. of ACM Int. Conf. on Image and Video Retrieval (CIVR2008),
Niagara Falls, Canada, July 7-9, 2008.
20. Wang, X., and Zhang,
Xiao-Ping, A new implementation of
trellis coded quantization based data hiding, in Proc. of ICASSP2008,
Las Vegas, March 30 - April 4, 2008.
21. Housfater, A. S., Zhang,
Xiao-Ping, and Zhou, Y., Monte Carlo
initialization for multi-sensor bearing only tracking, in Proc. 2nd
22. Zhang, R., Zhang,
Xiao-Ping, and Guan, L., Wavelet-based texture retrieval using independent
component analysis, in Proc. of ICIP2007, San Antonio, Texas, September
16-19, 2007.
23. Zhang, R., Zhang,
Xiao-Ping, and Liu, K., Joint iterative demodulation and decoding of
differential frequency hopping signals, in Proc. of ICASSP2007,
24. Wang, X., and Zhang,
Xiao-Ping, Generalized trellis coded
quantization for data hiding, in Proc. of ICASSP2007, Honolulu,
USA, April 15-20, 2007.
25. Tsui, T.K., Zhang,
Xiao-Ping, and Androutsos, D., Color image watermarking using
quaternion Fourier coefficients analysis, in Proc. of ACM Multimedia
2006, Santa Barbara, CA, USA, Oct. 23-27, 2006.
26. Zhou, J., and Zhang,
Xiao-Ping, Video event detection using
ICA mixture hidden Markov models, in Proc. of ICIP2006,
Atlanta, GA, USA, October 8-11, 2006.
27. Wang, X., and Zhang,
Xiao-Ping, Minimum distortion look-up table based data hiding, in Proc.
ICME2006, Toronto, Canada, July 9-12, 2006.
28. Yuan, H., and Zhang,
Xiao-Ping, A secret key based multiscale
fragile watermark in the wavelet domain, in Proc. ICME2006,
29. Zhou, J., and Zhang,
Xiao-Ping, Hidden Markov model
framework using independent component analysis mixture model, in Proc.
of ICASSP2006, Toulouse, France, May 14-19, 2006.
30. Tsui, T.K., Zhang,
Xiao-Ping, and Androutsos, D., Color image watermarking using the spatio-chromatic Fourier transform, in Proc. of ICASSP2006,
31. Housfater, A. S., Zhang,
Xiao-Ping, and Zhou, Y, Nonlinear
fusion of multiple sensors with missing data,in Proc. of ICASSP2006, Toulouse, France,
May 14-19, 2006.
32. Zhou, J., and Zhang,
Xiao-Ping, Automatic identification of
digital video based on shot-level sequence matching, in Proc. the 13th
Annual ACM International Conference on Multimedia (MM 2005),
33. Zhou, J., and Zhang,
Xiao-Ping, Video object segmentation and
tracking using probabilistic fuzzy c-means, in Proc. 2005 IEEE
International Workshop on Machine Learning for Signal Processing, Mystic,
Connecticut, USA, September 28 - 30, 2005.
34. Li, K., and Zhang,
Xiao-Ping, A new LUT watermarking scheme with near minimum distortion
based on the statistical modeling in the wavelet domain, in Proc.
International Conference on Intelligent Computing (ICIC) 2005, Lecture Notes on
Computer Science (LNCS 3645), Hefei, China, August 23-26, 2005.
35. Zhou, J., and Zhang,
Xiao-Ping, Video shot boundary
detection using independent component analysis, in Proc. of ICASSP2005,
36. Lu, Z., and Zhang,
Xiao-Ping, Robust image watermarking
based on the wavelet contour detection, in Proc. of ICASSP2005,
Philadelphia, PA, USA, March 18-23, 2005.
37. Wang, Y., and Zhang,
Xiao-Ping, Symbol error rate evaluation for
OFDM systems with MPSK modulation, in Proc. of the 47th annual
38. Zhou, J., and Zhang,
Xiao-Ping, A web-enabled video indexing
system, in Proc. of 6th ACM
39. Yuan, H., Wang, F.
and Zhang, Xiao-Ping, Query by images: an electronic apparel catalog
retrieval system, in Proc. of the 8th IASTED International Conference on
Internet & Multimedia Systems & Applications, Kauai, Hawaii, USA,
August 16-18, 2004.
40. Yuan, H., and Zhang,
Xiao-Ping, Texture image retrieval based
on a Gaussian mixture model and similarity measure using a Kullback
divergence, in Proc. of 2004 IEEE International Conference on
Multimedia And Expo (ICME2004), Taipei, Taiwan.
41. Yuan, H., and Zhang,
Xiao-Ping, A multiscale fragile
watermark based on the Gaussian mixture model in the wavelet domain, in Proc.
of ICASSP2004, Montreal, Quebec, Canada, May 17-21, 2004.
42. Li, K., and Zhang,
Xiao-Ping, Reliable adaptive watermarking scheme
integrated with JPEG2000, in Proc. of 3rd International Symposium on
Image and Signal Processing and Analysis (ISPA 2003), Rome, Italy,
September 18-20, 2003.
43. Ma, L., Zhang,
Xiao-Ping, Si, J., Abousleman, G.P., Bi-directional gradient labeling and
registration for gray-scale image segmentation, in Proc. of ICIP2003,
44. Yuan, H., and Zhang,
Xiao-Ping, Fragile watermark based on the
Gaussian mixture model in wavelet domain for image authentication, in Proc.
of ICIP2003,
45. Li, K. and Zhang,
Xiao-Ping, Blind image watermark detection based on adaptive wiener denoising filtering, in Proc. of the 9th IASTED
International Conference on Signal and Image Processing, Honolulu, Hawaii,
USA, August 13-15, 2003.
46. Chen, Z. and Zhang,
Xiao-Ping, Object extraction in video
sequences based on the spatiotemporal independent component analysis, in Proc.
of Visual Communications and Image Processing 2003 (VCIP2003), Lugano, Switzerland, 8-11 July, 2003.
47. Yuan, H., Zhang,
Xiao-Ping, and Guan, L., Content-based image retrieval using a Gaussian mixture
model in the wavelet domain, in Proc. of VCIP2003, Lugano, Switzerland, 8-11 July, 2003.
48. Yuan, H., Zhang,
Xiao-Ping, and Guan, L., A statistical
approach for image feature extraction in the wavelet domain, in Proc.
of 2003 Canadian Conf. on Electrical and Computer Engineering (CCECE2003),
Montreal, May 4-7, 2003.
49. Li, K., and Zhang,
Xiao-Ping, An image watermarking method
integrating with jpeg-2000 still image compression standard, in Proc.
of CCECE2003,
50. Chen, Z., and Zhang,
Xiao-Ping, Video sequence processing based on
spatiotemporal independent component analysis, in Proc. of CCECE2003,
Montreal, May 4-7, 2003.
51. Wang, Y., and Zhang,
Xiao-Ping, Filter bank based interference
suppression for fading channels, in Proc. of CCECE2003,
52. Wang, Y., and Zhang,
Xiao-Ping, Design of M-band
complex-valued filter banks for multicarrier transmission over multipath
wireless channels, in Proc. of ICASSP 2003, Hong Kong, April 6-11,
2003.
53. Zhang, Xiao-Ping and Allison, D. Iterative deconvolution for automatic basecalling of
the DNA electrophoresis time series, in Proc. of 2002 Workshop on
Genomic Signal Processing and Statistics (GENSIPS2002), Raleigh, North
Carolina, USA, October 12-13, 2002.
54. Zhang, Xiao-Ping, Multiscale tumor
detection and segmentation in mammograms, in Proc. of 2002 IEEE
International Symposium on Biomedical Imaging, Washington D.C., USA, July,
2002.
55. Zhang, Xiao-Ping, "Target segmentation
and extraction from geographic images based on multiscale analysis," in
Proc. of 5th WSES/IEEE WORLD MULTICONFERENCE ON Circuits, Systems,
Communications & Computers, Rethymnon, Crete,
Greece, July 8-15, 2001.
56. Zhang, Xiao-Ping, "Space-scale adaptive noise reduction in images
based on thresholding neural network," in Proc. of ICASSP 2001,
Salt Lake City, May 7-15, 2001.
57. Zhang, Xiao-Ping, and Luo, Z.-Q., "A new time-scale
adaptive denoising method based on wavelet shrinkage,"
in Proc. of ICASSP'99, Phoenix, Arizona, Mar. 15-19, 1999.
58. Zhang, Xiao-Ping, et al.,
"Nonlinear adaptive noise suppression based on
wavelet transform," in Proc. of ICASSP'98 (1998 International
Conference on Acoustics, Speech, and Signal Processing),
59. Zhang, Xiao-Ping, et al.,
" Automatic
wavelet-based detection of clustered microcalcifications,"
in Proc. of 17th SOUTHERN BIOMEDICAL ENGINEERING CONFERENCE, San
Antonio, TX, Feb. 6-8, 1998.
60. Zhang, Xiao-Ping, Desai, M. and Peng, Y.-N., "On the symmetry
of orthogonal complex filter banks and wavelets," in Proc. of 31st Asilomar Conference on Signals, Systems, and Computers,
Pacific Grove, CA, Nov. 2-5, 1997. (Compressed
Postscript 45kB)
61. Zhang, Xiao-Ping, et al.,
"Wavelet based automatic thresholding for image
segmentation," in Proc. of ICIP'97 (1997 IEEE International Conf.
on Image Processing),
62. Chen, Z.-Y., Desai,
M. and Zhang, Xiao-Ping, "Feedforward
neural networks with multilevel hidden neurons for remotely sensed image
classification," in Proc. of ICIP'97 (1997 IEEE International Conf. on
Image Processing),
63. Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "Wavelet detectors for wideband radar
signal," in Proc. CIEICR'96 (1996 Chinese Institute of Electronics:
International Conference on Radar), Beijing, Oct. 8-10, 1996.
64. Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "The
design of a kind of chirp-like mother wavelet by neural network,"
in Proc. ICSP'96 (1996 International Conference on Signal Processing),
65. Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "MTD processing based on wavelet
transforms," in Proc. of ICNNSP-95 (International Conference on Neural
Networks and Signal Processing), Nanjing, Dec. 10-13, 1995.
66. Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "A kind of the optimal wavelet choice by
neural network," in Proc. of ICRS'95 (International Conference of Radio
Science), Beijing, Aug. 10-12, 1995.
67. Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., The matched detection of wideband transients
using wavelet transform, in Proc. of NCCAS95 (1995 National Conference on
Circuit and System), Weihai, Shandong, China, July
10-13, 1995.
68. Zhang, Xiao-Ping, Peng, Y.-N. and Tian, L.-S., "A method for
adaptive radar clutter rejection based on Kohonen
neural network," in Proc. ISNCR-94 (1994 International Symposium on
Noise and Clutter Rejection in Radars and Imaging Sensors),
Zhang, Xiao-Ping, et al.,
"A new minimum component eigen vector based
classification technique with application to remotely sensed images," NASA New Technology Report. Part of the work also
appears in ICASSP99.