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Dan Schonfeld Publications
ECE Dept. (M/C 154) Book Chapters: [1]
M. Charif-Chefchaouni and D. Schonfeld, “Spatially-Variant Mathematical Morphology: Minimal Basis Representation,” Mathematical Morphology and Its Applications to Image and Signal Processing. P. Maragos, R.W. Schafer, and M.K. Butt, (ed.), pp. 49-56, Kluwer Academic Publishers: Boston, Massachussets, 1996. [2] [5]
F. Bashir, [6]
S. Khanvilkar, F. Bashir, D. Schonfeld, and A. Khokhar,
“Multimedia networks and communication,” (Invited Chapter). Electrical Engineering Handbook. W-K.
Chen (ed.), Academic Press: [7]
D. Schonfeld, “Video Communication Networks,” (Invited
Chapter). Handbook
of Image and Video Processing.
Second Edition. A. Bovik (ed.), Academic Press:
[8]
D. Schonfeld, “Video Communication Networks,” (Invited Chapter). The Essential Guide to Video Processing. A. Bovik (ed.), Elsevier: Chennai, India, Chapter 16, 2008.
Journal Publications: [1]
D. Schonfeld and J. Goutsias,
“Optimal morphological pattern restoration from noisy binary images,” IEEE Transactions on Pattern Analysis and
Machine Intelligence, vol. 13, pp. 14-29, 1991. [pdf] [2]
D. Schonfeld and J. Goutsias,
“On the morphological representation of binary images in a noisy
environment,” Journal of Visual
Communication and Image Representation, vol. 2, pp. 17-30, 1991. [3]
J. Goutsias and
D. Schonfeld, “Morphological representation of discrete and binary images,” IEEE Transactions on Signal Processing, vol.
39, pp. 1369-1379, 1991. [pdf] [4]
D. Schonfeld,“Video skimming and summarization based on principal component analysis,” “Video skimming and summarization based on principal component analysis,” IEEE Transactions on
Circuits and Systems---II: Analog and Digital Signal Processing, vol. 40,
pp. 745-748, 1993. [pdf] [5]
D. Schonfeld, “Optimal structuring
elements for the morphological pattern restoration of binary images,” IEEE Transactions on Pattern Analysis and
Machine Intelligence, vol. 16, pp. 589-601, 1994. [pdf] [6]
M. Charif-Chefchaouni
and D. Schonfeld, “Morphological representation of nonlinear filters,” Journal of Mathematical Imaging and
Vision, vol. 4, pp. 215-232, 1994. [7]
B. Kisacanin
and D. Schonfeld, “A fast thresholded linear
convolution representation of morphological operations,” IEEE Transactions on Image Processing, vol. 3, pp. 455-457, 1994. [pdf] [8]
M. Charif-Chefchaouni
and D. Schonfeld, “On the invertibility of the
morphological representation of binary images,” IEEE Transactions on Image Processing, vol. 3, pp. 847-849, 1994. [pdf] [9]
M. Charif-Chefchaouni and D.
Schonfeld, “Morphological representation of order-statistics filters,” IEEE Transactions on Image Processing, vol.
4, pp. 838-845, 1995. [pdf] [10]
M. Charif-Chefchaouni
and D. Schonfeld, “On the convergence and roots of order-statistics filters,”
IEEE Transactions on Signal Processing,
vol. 43, pp. 1990-1993, 1995. [pdf] [11]
B.K. Jang, R.T. Chin, M. Charif-Chefchaouni,
and D. Schonfeld, “Comments on the invertibility of
the morphological representation,” IEEE
Transactions on Image Processing, vol. 5, pp. 529-532, 1996. [12]
A. Abu-Naser, N.P. Galatsanos, M.N. Wernick and D.
Schonfeld, “Object recognition based on impulse restoration with use of the
expectation-maximization algorithm,” Journal
of the Optical Society of America A: Optics, Image Science, and Vision, vol.
15, pp. 2327-2340, 1998. [pdf] [13]
K.A. Matkowskyj, D. Schonfeld, and
R.V. Benya, “Quantitative immunohistochemistry
by measuring cumulative signal strength using commercially available software
Photoshop and Matlab,” The Journal of Histochemistry & Cytochemistry,
vol. 48(2), pp. 303-311, 2000. [pdf] [14]
D. Schonfeld, “On the relation of order-statistics
filters and template matching,” IEEE
Transactions on Image Processing, vol. 9, pp. 945-949, 2000. [pdf] [15]
D. Schonfeld and D. Lelescu,
“VORTEX: Video retrieval and tracking from compressed multimedia databases---multiple
object tracking from MPEG-2 bitstream,” (Invited
Paper). Journal
of Visual Communications and Image Representation, Special Issue on
Multimedia Database Management, vol. 11, pp. 154-182, 2000. [pdf] [16]
D. Lelescu and
D. Schonfeld, “Statistical sequential analysis for real-time scene change
detection on compressed multimedia bitstream,” IEEE
Transactions on Multimedia, vol. 5, pp. 106-117, 2003. [pdf] [17]
V. Pavlovic, D.
Schonfeld, and G. Friedman, “Stochastic noise process enhancement of Hopfield
neural networks,” IEEE Transactions on Circuits and Systems, vol. 52,
no. 4, pp. 213-217, 2005. [pdf] [18]
[19]
N. Balakrishnan, K. Hariharakrishnan, and D. Schonfeld, “A new image
representation algorithm inspired by image submodality
models, redundancy reduction, and learning in biological vision,” IEEE
Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no.
9, pp. 1367-1378, 2005. [pdf] [20]
K. Hariharakrishnan and D.
Schonfeld, “Fast object tracking using adaptive block matching,” IEEE
Transactions on Multimedia, vol. 7, no. 5, pp. 853-859, 2005. [pdf] [21]
B. Cavusoglu, D. Schonfeld, R. Ansari, and D.K. Bal, “Real-time low-complexity adaptive
approach for enhanced QoS and error resilience in
MPEG-2 video transport over RTP networks,” IEEE Transactions on Circuits
and Systems for Video Technology, vol. 15, no. 12, 2005. [pdf] [22]
D. Schonfeld and G. Friedman, “On the optimality
of hysteresis in signal processing and communication systems,” The Journal
of the Franklin Institute, vol. 342, pp. 749-759, 2005. [pdf] [23]
[24]
F.I. Bashir, A.A. Khokhar, and D. Schonfeld, “Real-time affine-invariant motion
trajectory-based retrieval and classification of video sequences from
arbitrary camera view,” ACM Multimedia
Systems Journal, Special Issue on Machine Learning Approaches to
Multimedia Information Retrieval, vol. 12, pp. 45-54, 2006. [pdf] [25]
D. Schonfeld and [26]
[27]
F.I. Bashir, A.A.
Khokhar, and D. Schonfeld, “Real-time motion
trajectory-based indexing and retrieval of video sequences,” IEEE
Transactions on Multimedia, vol. 9, pp. 58-65, 2007. [pdf] [28]
W. Qu, D. Schonfeld, and M. Mohamed,
“Distributed Bayesian multiple target tracking in crowded environments using
multiple collaborative cameras,” EURASIP
Journal on Applied Signal Processing, Special Issue on Tracking in Video
Sequences of Crowded Scenes, Article ID 38373, 15 pages, 2007. [pdf] [29]
[30]
F.I. Bashir, A.A. Khokhar, and D. Schonfeld, “Object trajectory-based
activity classification and recognition using hidden Markov models,” IEEE
Transactions on Image Processing, vol. 16, pp. 1912-1919, 2007. [pdf] [31]
[32]
[33]
[34] P. Pan and D. Schonfeld, “Image reconstruction and multi-dimensional field estimation from randomly scattered sensors,” IEEE Transactions on Image Processing, vol. 17, pp. 94-99, 2008.
[35] N. Bouaynaya, M. Charif-Chefchaouni and D. Schonfeld, “Theoretical foundations of spatially-variant mathematical morphology – Part I: Binary images,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, pp. 823-836, 2008.
[36] N. Bouaynaya and D. Schonfeld, “Theoretical foundations of spatially-variant mathematical morphology – Part II: Gray-level images,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, pp. 837-850, 2008.
[37] H. Hong and D. Schonfeld, “Maximum-entropy expectation-maximization algorithm for image reconstruction and sensor field estimation,” IEEE Transactions on Image Processing, vol. 17, pp. 897-907, 2008.
[38] N. Bouaynaya and D. Schonfeld, “Non-stationary analysis of coding and noncoding regions in nucleotide sequences,” IEEE Journal of Selected Topics in Signal Processing, Special Issue on Genomic and Proteomic Signal Processing, accepted.
[39] P. Pan and D. Schonfeld, “Dynamic proposal variance and optimal particle allocation in particle filtering for video tracking,” IEEE Transactions on Circuits and Systems for Video Technology, accepted.
[40] W. Qu and D. Schonfeld, “Robust control-based object tracking,” IEEE Transactions on Image Processing, accepted.
[41] J. S. Zielinski, N. Bouaynaya, D. Schonfeld, and W. O'Neill, “Time-dependent ARMA modeling of genomic sequences,” BMC Bioinformatics, accepted.
[42] X. Ma, F. Bashir, A. Khokhar, and D. Schonfeld, “Event analysis based on multiple interactive motion trajectories,” IEEE Transactions on Circuits and Systems for Video Technology , accepted.
[43] J. Yang, D. Schonfeld, and M. Mohamed, “Robust video stabilization based on particle filtering tracking of projected camera motion,” IEEE Transactions on Circuits and Systems for Video Technology, accepted.
Conference Publications: [1]
D. Schonfeld and J. Goutsias,
“A fast algorithm for the morphological coding of binary images,” Proceedings of the SPIE Conference on
Visual Communications and Image Processing, vol. 1001, pp. 138-145, [2]
J. Goutsias and D. Schonfeld, “Image
coding via morphological transformations: A general theory,” Proceedings of the IEEE Conference on
Computer Vision and Pattern Recognition, pp. 178-183, San Diego,
California, 1989. [3]
D. Schonfeld and J. Goutsias,
“Parametric morphological filters for pattern restoration,” IEEE 6th Multidimensional Signal
Processing Workshop, pp. 188-189, Pacific Grove, California, 1989. [4]
D. Schonfeld and J. Goutsias,
“Optimal morphological filters for pattern restoration,” Proceedings of the SPIE Conference on Visual Communications and Image
Processing, vol. 1199, pp. 158-169, [5]
D. Schonfeld and J. Goutsias,
“Robust morphological representation of binary images,” Proceedings of the IEEE International Conference on Acoustics,
Speech, and Signal Processing, vol. 4, pp. 2065-2068, Albuquerque, New
Mexico, 1990. [6]
A. Goshtasby
and D. Schonfeld, “Signal processing based on a Gaussian decomposition,” Proceedings of the Conference on
Information Sciences and Systems, pp. 613-618, [7]
D. Schonfeld, “Morphological processing of medical images: An
introduction,” (Invited Paper), Proceedings
of the IEEE International Symposium on Circuits and Systems, vol. 1, pp.
746-749, [8]
D. Schonfeld, “Discrete representation of continuous signals:
The Huggins transform,” Proceedings of
the IEEE International Conference on Acoustics, Speech, and Signal Processing,
vol. 5, pp. 5-8, San Francisco, California, 1992. |