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University
of Illinois at Chicago |
Dan Schonfeld Publications
ECE
Dept. (M/C 154) Books:
[1]
C.-W. Chen, D. Schonfeld, and J. Liu,
(Eds.), Proceedings of the SPIE/IS&T
International Conference on Visual Communication
and Image Processing. SPIE Press, 2007.
[2]
D. Schonfeld, C. Shan, D. Tao, and L.
Wang, (Eds.), Video
Search and Mining. Studies in Computational
Intelligence Series, Springer-Verlag,
2010.
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:
[2]
D.
Schonfeld, "Weighted Composite Order-Statistics
Filters: Optimal Morphological Pattern
Recognition," Mathematical
Morphology and Its Applications to Image and
Signal Processing. P. Maragos, R.W.
Schafer, and M.K. Butt, (ed.), pp. 163-170, Kluwer Academic
Publishers:
[3]
D.
Schonfeld, "Image and Video Communication
Networks," (Invited Chapter). Handbook of
Image and Video Processing. A. Bovik (ed.),
Academic Press:
[4]
D. Lelescu and D. Schonfeld,
"Video skimming and summarization based on
principal component analysis," Management of
Multimedia on the Internet, Lecture Notes in
Computer Science, E.S. Al-Shaer
and G. Pacifici
(Eds.), Springer-Verlag,
pp. 128-141, 2001.
[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, pp. 473-526,
2009.
[9]
X.
Ma, X. Chen, A. Khokhar, and D. Schonfeld, "Motion
trajectory-based video retrieval, classification,
and summarization," Video
Search and Mining. Studies in
Computational Intelligence Series, Springer-Verlag, pp. 53-82, 2010.
Journal Editorials:
[2]
S.-F.
Chang, J. Luo, S. Maybank, D. Schonfeld, and D.
Xu, "An Introduction to the special issue on event
analysis in videos," IEEE Transactions on Circuits and
Systems for Video Technology, vol.
18, pp. 1469-1472, 2008. [pdf]
[3]
D.
Schonfeld, "Perspectives on special issues," IEEE
Signal Processing Magazine, vol. 26, issue
5, September 2009. [pdf]
[4]
D.
Schonfeld, "The evolution of signal processing," IEEE
Signal Processing Magazine, vol. 27, issue
5, September 2010. [pdf]
[5]
J.
Biemond, G. de Haan, A. Kaup, S.-J. Ko, D. Schonfeld, and L.
Shao, "Introduction to the issue on recent
advances in video processing for consumer
displays," IEEE Journal of Selected Topics in
Signal Processing, Special Issue on Recent
Advances in Video Processing for Consumer
Displays, 2010, to appear. [pdf]
[6]
R.
Chellappa, W. Heinzelman,
J. Konrad, D.
Schonfeld, and M. Wolf, "Introduction to Special
Section on Distributed Camera Networks: Sensing,
Processing, Communication, and Implementation,"
Special Section on Distributed Camera Networks:
Sensing, Processing, Communication, and
Implementation, IEEE Transactions on Image
Processing, vol. 19, 2010. [pdf]
Journal Papers:
[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, "On the hysteresis and robustness of
Hopfield neural networks," 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]
W. Qu and D. Schonfeld,
"Real-time decentralized articulated motion
analysis and object tracking from videos," IEEE
Transactions on Image Processing, vol. 16,
pp. 2129-2138, 2007. [pdf]
[33]
S. Liao,
M. Dutta, Dan Schonfeld,
T. Yamanaka and M.A. Stroscio, "Quantum
dot blinking: relevance to physical limits for
nanoscale optoelectronic device," Journal of Computational
Electronics, 2008.
[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. [pdf]
[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. [pdf]
[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. [pdf]
[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. [pdf]
[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, vol.
2, pp. 357-364, 2008. [pdf]
[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, vol.
18, pp. 1268-1279, 2008. [pdf]
[40]
W. Qu and D. Schonfeld,
"Robust control-based object tracking," IEEE Transactions on Image
Processing, vol. 17, pp.
1721-1726, 2008. [pdf]
[41]
J.
S. Zielinski, N. Bouaynaya, D. Schonfeld, and W.
O'Neill, "Time-dependent ARMA modeling of
genomic sequences," BMC Bioinformatics,
vol. 9, 9 pages, 2008. [pdf]
[42]
J.
S. Zielinski,
[43]
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,
vol. 19, pp. 397-406, 2009. [pdf]
[44]
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,
vol. 19, pp. 945-954, 2009. [pdf]
[45]
N.
Bouaynaya and D. Schonfeld, "Motion-based particle
filtering for object tracking applications," IEEE
Transactions on Circuits and Systems for Video
Technology, vol. 19, pp. 1068-1072, 2009. [pdf]
[46]
X. Ma, D. Schonfeld, and A. Khokhar,
"Video event classification and image segmentation
based on non-causal multi-dimensional hidden
Markov models," IEEE Transactions on Image
Processing, vol. 18, pp. 1304-1313, 2009. [pdf]
[47]
H. Hong and D. Schonfeld,
"Attractive-repulsive expectation-maximization
algorithm for density estimation," IEEE
Transactions on Image Processing, vol. 18,
pp. 2004-2011, 2009. [pdf]
[48]
X. Chen, D. Schonfeld, and A. Khokhar,
"Localization and trajectory estimation of mobile
objects using minimum samples," IEEE
Transactions on Vehicular Technology, vol.
58, pp. 4439-4446, 2009. [pdf]
[49]
L. Wang and D. Schonfeld, "Mapping
equivalence for symbolic sequences: Theory and
applications," IEEE Transactions on Signal
Processing, vol. 57, pp. 4895-4905, 2009. [pdf]
[50]
J. Yang and D. Schonfeld, "Virtual
focus and depth estimation from defocused video
sequences," IEEE Transactions on Image
Processing, vol. 19, pp. 668-679, 2010. [pdf]
[51]
C. Chen and D. Schonfeld, "Pose
estimation from multiple cameras based on
Sylvester's equation," Special Issue on
Multi-Camera and Multi-Modal Sensor Fusion, Journal
of Computer Vision and Image Understanding,
vol. 114, pp. 652-666, 2010. [pdf]
[52]
C. Chen and D. Schonfeld, "A particle
filtering framework for joint video tracking and
pose estimation," IEEE Transactions on Image
Processing, accepted. [pdf]
[53]
L. Gong, N. Bouaynaya, and D.
Schonfeld, "Information-theoretic model of
evolution over protein communication channel," IEEE/ACM
Transactions on Computational Biology and
Bioinformatics, accepted. [pdf]
[54]
P. Pan and D. Schonfeld, "Visual
tracking using high-order particle filtering," IEEE
Signal Processing Letters,
accepted. [pdf]
[55]
N. Bouaynaya, R. Shterenberg,
and D. Schonfeld, "Inverse perturbation for
optimal intervention in gene regulatory networks,"
Bioinformatics, accepted. [pdf] [56] P. Pan and D. Schonfeld, "Video tracking based on sequential particle filtering on graphs," IEEE Transactions on Image Processing, accepted. [pdf]
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