

Publications
PAPERS PUBLISHED IN REFEREED SCIENTIFIC JOURNALS
R. Rzeszutek, D. Androutsos, M. Kyan, “SelfOrganizing Maps for Topic Trend Discovery“, IEEE Signal Processing Letters, Vol. 17, No. 6, pp. 607610. June 2010.
R. Rzeszutek, T. ElMaraghi, D. Androutsos, S. Zhou, "Interactive Rotoscoping Through CUDA", IEEE Signal Processing Magazine, 27(2), March 2010.
R. Phan, D. Androutsos, "ContentBased Retrieval of Logos and Trademarks in Unconstrained Color Image Databases using Color Edge Gradient Cooccurrence Histograms", Journal of Computer Vision and Image Understanding, 114(1), Jan. 2010.
Y. Mei, D. Androutsos, "Robust Affine Invariant Regionbased Shape Descriptors: the ICA Zernike Moment Shape Descriptor and the Whitening Zernike Moment Shape Descriptor", IEEE Signal Processing Letters, 16(10), October 2009.
T.K. Tsui, XP. Zhang, D. Androutsos, `Color Image Watermarking using Multidimensional Fourier Transforms’, IEEE Transactions on Information Forensics and Security, March 2008.
P. Androutsos, D. Androutsos, A.N. Venetsanopoulos, `A Distributed FaultTolerant MPEG7 Retrieval Scheme based on Small World Theory,’ IEEE Transactions on Multimedia, vol. 8, no. 2, April 2006.
P. Androutsos, D. Androutsos, A.N. Venetsanopoulos, `Small World Distributed Access to Multimedia Data,’ IEEE Signal Processing Magazine, 23(2), pp. 142153, March 2006.
D. Androutsos, L. Guan, A.N. Venetsanopoulos, `Semantic Retrieval of Multimedia,’ IEEE Signal Processing Magazine, 23(2), pp.1416, March 2006.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Adaptive
fuzzy systems for Multichannel signal processing,' IEEE Proceedings,
vol. 87, no. 9, September 1999.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `A novel vectorbased
approach to color image retrieval using a vector angularbased distance
measure,' Computer Vision and Image Understanding,
vol. 75, nos. 1/2, pp. 4658, July/August 1999.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Color image
processing using adaptive vector directional filters', IEEE
Trans on Circuits and Systems II: Analog and Digital Signal Processing,
vol. 45, no. 10, October 1998.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos,`Directional
Detail Histogram for Image Retrieval', Electronics Letters,
November, 1997.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Color image
filters: the vector directional approach', Optical Engineering,
vol. 36, no. 9, September 1997
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Contentbased
colour image filters', Electronic Letters, vol.
33, no. 3, pp. 202203, 1997.
D. Androutsos, P.E. Trahanias, A.N. Venetsanopoulos, `Application of
active contours for photochromic tracer flow extraction', IEEE
Transactions on Medical Imaging, vol. 16, no. 3, June 1997
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Nonlinear
filtering of nonGaussian noise', Journal of Intelligent
and Robotic Systems, vol. 19, pp. 207231, 1997
K.N. Plataniotis, D. Androutsos, S. Vinayagamoorthy, A.N. Venetsanopoulos,
`Color Image Processing using Adaptive Multichannel Filters',
IEEE Transactions on Image Processing, vol.6, no.7, pp. 933949,
Sept. 1996
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Multichannel
Filters for Image Processing', Signal Processing: Image Communications,
vol. 9, no. 2, pp. 143158, 1997.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Fuzzy adaptive
filters for multichannel image processing', Signal Processing,
vol. 55, no. 1, pp. 93106, 1996.
S. Vinayagamoorthy, K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos,
`A multichannel filter for TV signal processing', IEEE
Trans. on Consumer Electronics, vol. 42, no. 2, pp. 199206,
May 1996
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Adaptive
multichannel filters for colour image processing', Signal
Processing: Image Communications, vol. 11, no.3, January 1998.
K.N. Plataniotis, D. Androutsos, S. Vinayagamoorthy, A.N. Venetsanopoulos,
`An adaptive nearest neighbor multichannel filter', IEEE
Transactions on Circuits and Systems for Video Technology, vol.6,
no.6, December 1996
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `An adaptive
multichannel filter for colour image processing', Canadian
Journal of Electrical and Computer Engineering, vol. 24, no.
4, December 1996
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, D.G. Lainiotis,
`A new time series classification approach', Signal Processing,
vol. 56, no. 2, pp. 191199, 1996
K.N. Plataniotis, D. Androutsos, V. Sri, A.N. Venetsanopoulos, `A
Nearest neighbour multichannel filter,' Electronic Letters,
pp. 19101911, October 1995
BOOK CONTRIBUTIONS
K.N. Plataniotis, S. Vinayagamoorthy, D. Androutsos, A.N. Venetsanopoulos,
`Multichannel Filters in Television Image Processing', TimeVarying
Image Processing and Moving Object Recognition III, Edited by
V. Cappellini, Elsevier Science, 1997.
PAPERS PUBLISHED IN REFEREED CONFERENCE PROCEEDINGS
R. Phan, R. Rzeszutek, D. Androutsos, “SemiAutomatic 2D to 3D Image Conversion Using ScaleSpace Random Walks and a Graph Cubts Based Depth Prior”, accepted to appear in IEEE International Conference on Image Processing (ICIP), Brussels, September 2011.
R. Rzeszutek, R. Phan, D. Androutsos, “Semiautomatic Synthetic Depth Map Generation For Video Using Random Walks “, IEEE International Conference on Multimedia and Expo, Barcelona, July 2011.
K. Illanko, A. Anpalagan, D. Androutsos, “Convex Structure of the Sum Rate on the Boundary of the Feasible Set for Coexisting Radios”, IEEE International Conference on Communications (ICC), Kyoto, June 2011.
K. Illanko, A. Anpalagan, D. Androutsos, “Stackelberg Game on the Boundary of Coexistence”, IEEE International Conference on Communications (ICC), Kyoto, June 2011.
R. Phan, R. Rzeszutek, D. Androutsos, “SemiAutomatic 2D to 3D Image Conversion Using A Hybrid Random Walks and Graph Cuts Based Approach”, IEEE International Conference on Speech and Signal Processing (ICASSP), Prague, May 2011.
A.S. Babalis, A.N. Venetsanopoulos, D. Androutsos, “Investigation on the Effect of ThreeDimensional Smoothing on Stereoscopic Images, International Conference on Digital Signal Processing, Corfu, July 2011.
A.S. Babalis, A.N. Venetsanopoulos, D. Androutsos, “Smoothing of Stereoscopic Images For Artistic Imaging Applications”, Electronic Imaging and the Visual Arts, May 2011.
R. Phan, D. Androutsos, “Interactive Video Growcut: A SemiAutomated Video Object Segmentation Framework Using Cellular Automata”, IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), Niagara Falls, May 2011.
N. Fdhal, M. Kyan, D. Androutsos, A. Sharma, "Color Space Transformation from RGB to CIELAB using Neural Networks", IEEE 2009 PacificRim Conference on Multimedia, Bangkok, Thailand, December 1518, 2009.
Y. Mei, D. Androutsos, "Robust Affine Invariant Shape Image Retrieval using the ICA Zernike Moment Shape Descriptor", IEEE Int. Conf. on Image Processing (ICIP), Cairo, Nov. 711, 2009.
K. Illanko, A. Anpalagan, D. Androutsos, "A fair and optimal distributed power allocation algorithm for radios operating in unlicensed bands", IEEE International Conference on Communications, June 2010 .
K. Illanko, K. Raahemifar, A. Anpalagan, D. Androutsos, "Subchannel and power allocation for multiuser OFDM with rate constraints using genetic algorithm", IEEE PacRim Conference on Communications, Computers and Signal Processing, July 2009.
K. Illanko, A. Anpalagan, D. Androutsos, "Adaptive demodulation using Raptor codes: analytical results and extension to fading channels", 11th Canadian Workshop on Infor. Theory, May 2009.
Y. Mei, D. Androutsos, "PCAWhitening CSS Shape Descriptor for Affine Invariant Image Retrieval", IEEE Canadian Conf. on Electrical and Comp. Engineering (CCECE), St. John's, Canada, May 2009.
R. Phan, D. Androutsos, "Colour Logo and Trademark Retrieval and Tracking in Unconstrained Image Sequences using Colour Edge Gradient Cooccurrence Histograms", IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), St. John's, Canada, 2009.
R. Phan, D. Androutsos, "ContentBased Unconstrained Logo and Trademark Retrieval in Color Image Databases using Color Edge Gradient Cooccurrence Histograms", International Conference on Digital Signal Processing (DSP), Santorini, Greece, 2009.
R. Rzeszutek, T. ElMaraghi, D. Androutsos, "ScaleSpace Random Walks", IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), St. John's, Canada, 2009.
R. Rzeszutek, T. ElMaraghi, D. Androutsos, "Interactive Rotoscoping Through ScaleSpace Random Walks", IEEE International Conference on Multimedia & Expo (ICME), New York, 2009.
R. Rzeszutek, T. ElMaraghi, D. Androutsos, "Image Segmentation Using ScaleSpace Random Walks", International Conference on Digital Signal Processing (DSP), Santorini, Greece, 2009.
R. Phan, J. Chia, D. Androutsos, "Unconstrained Logo and Trademark Retrieval in General Color Image Databases using Color Edge Gradient Cooccurrence Histograms", accepted to appear in Institute of Electrical and Electronics Engineers (IEEE)  International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 30  April 4, Las Vegas, Nevada, USA, 2008.
A. Hesson, D. Androutsos, " Logo and Trademark Detection in Images using Color Wavelet Cooccurrence Histograms", accepted to appear in Institute of Electrical and Electronics Engineers (IEEE)  International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 30  April 4, Las Vegas, Nevada, USA, 2008.
R. Phan, D. Androutsos, "ContentBased Unconstrained Color Logo and Trademark Retrieval with Color Edge Gradient Cooccurrence Histograms", accepted to appear in International Society for Optical Engineering (SPIE)  Multimedia Content Access: Algorithms and Systems II (Part of Electronic Imaging at Photonics West), January 2631, San José, California, USA, 2008.
A. Hesson, D. Androutsos, "Logo Detection Using Wavelet Cooccurrence Histograms", accepted to appear in International Society for Optical Engineering (SPIE)  Multimedia Content Access: Algorithms and Systems II (Part of Electronic Imaging at Photonics West), January 2631, San José, California USA, 2008.
A. Hesson, D. Androutsos, "Indexing and Retrieval of Compound Color Objects Using Cooccurrence Histograms of Color and Wavelets Features", Institute of Electrical and Electronics Engineers (IEEE)  International Conference on Image Processing (ICIP), October 12  15, San Diego, California, USA, 2008.
Y. Mei, D. Androutsos, "Waveletbased Color Texture Retrieval using the Independent Component Color Space", Institute of Electrical and Electronics Engineers (IEEE)  International Conference on Image Processing (ICIP), October 12  15, San Diego, California, USA, 2008.
Y. Mei, D. Androutsos, "Color Texture Retrieval using Wavelet Decomposition on the HueSaturation Plane", Institute of Electrical and Electronics Engineers (IEEE)  International Conference on Multimedia and Expo (ICME), June 23  26, Hanover, Germany, 2008.
A. Hesson, D. Androutsos, " Logo Classification Using Haar Wavelet Cooccurrence Histograms", Institute of Electrical and Electronics Engineers (IEEE)  Canadian Conference on Electrical and Computer Engineering (CCECE), May 4  7, Niagara Falls, Ontario, Canada, 2008.
Y. Mei, D. Androutsos, "Color Texture Retrieval Using Wavelet Decomposition in the Independent Components Color Space", Institute of Electrical and Electronics Engineers (IEEE)  Canadian Conference on Electrical and Computer Engineering (CCECE), May 4  7, Niagara Falls, Ontario, Canada, 2008.
R. Phan, J. Chia, D. Androutsos, "Colour Logo and Trademark Detection in Unconstrained Images using Colour Edge Gradient Cooccurrence Histograms", Institute of Electrical and Electronics Engineers (IEEE)  Canadian Conference on Electrical and Computer Engineering (CCECE), May 4  7, Niagara Falls, Ontario, Canada, 2008.
R. Rzeszutek, D. Androutsos, "Realistic RealTime Water Effects in 2D Images", Institute of Electrical and Electronics Engineers (IEEE)  Canadian Conference on Electrical and Computer Engineering (CCECE), May 4  7, Niagara Falls, Ontario, Canada, 2008.
R. Phan, D. Androutsos, "Logo and Trademark Retrieval in General Image Databases using Color Edge Gradient Cooccurrence Histograms", Springer Science  International Conference on Image Analysis and Recognition (ICIAR), August 2224, Montréal, Québec, Canada, 2007.
T. K. Tsui, XP Zhang, D. Androutsos, `Quaternion Image Watermarking using the SpatioChromatic Fourier Coefficients Analysis,’ ACM Multimedia 2006, Santa Barbara, October 2327, 2006.
T. K. Tsui, XP Zhang, D. Androutsos, 'Color Image Watermarking using the SpatioChromatic Fourier Transform,' ICASSP 2006, Toulouse, France, May 1419 2006.
J. Zhou, C. Ding, D. Androutsos, `Improving Web Site Search Using Web Server Logs,’ 16th Annual International Conference on Computer Science and Software Engineering (CASCON 2006), Toronto, October 1619, 2006.
P. Androutsos, D. Androutsos, and A. N. Venetsanopoulos, “Graceful Image Retrieval Performance Degradation Using Small World Distributed Indexing,”, IEEE International Conference on Image Processing ICIP2005, Genova, Italy, September, 2005
P. Androutsos, D. Androutsos, K.N. Plataniotis, and A.N Venetsanopoulos,
"Multimedia Image Retrieval", Proceedings of the 5th WSES/IEEE
World Multiconference on Circuits, Systems, Communication and Computers
(CSCC2001), Rethymnon, Crete, July 815, 2001.
A.N. Venetsanopoulos, K.N. Plataniotis, P. Androutsos, D. Androutsos,
"Image Retrieval: Present Results and Future Trends", Proceedings
of the 8th International Conference on Advances in Communications and
Control (COMCON8), Rethymnon, Crete, June 2529, 2001.
P. Androutsos, D. Ferrari, A. Ly, A. Persaud, D. Androutsos, K.N. Plataniotis,
A.N. Venetsanopoulos, “Shape and spatial color information extraction
for image retrieval ,“Proc. SPIE Vol. 4299, p. 486493, Human Vision
and Electronic Imaging VI, San Jose, USA, January 2001.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `A perceptually
motivated technique to QuerybyExample using color cardinality,' Multimedia
Storage and Archiving Systems IV, Boston, USA, September 1922, 1999.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Excluding Specified
Colors From Image Queries Using a Multidimensional Query Space,' Third
International Conference on Visual Information Systems '99, Holland, Amsterdam,
June 1999.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `A Vector Angular
Distance Measure for Indexing and Retrieval of Color,' Storage & Retrieval
for Image and Video Databases VII, SPIE3656, pp. 604613, San Jose, USA,
1999.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Efficient color
image indexing and retrieval using a vectorbased scheme', 1998 Workshop
on Multimedia Signal Processing, pp. 1520, Los Angeles, USA, December
79, 1998.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `A vectorbased
approach to color image retrieval', Multimedia Storage and Archiving Systems
III, SPIE3527, pp. 497504, Boston, MA, 1998.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Distance Measures
for Color Image Retrieval', ICIP '98, Vol. 2, pp. 770774, Chicago, Illinois,
October 47, 1998.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Image region
extraction for contentbased retrieval,' IX European Signal Processing
Conference EUSIPCO98, Vol. III, pp. 17331736, Rhodes, Greece, September
1998.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Extraction of
detailed image regions for contentbased image retrieval', ICASSP '98,
Vol. VI, pp. 37133716, Seattle, Washington, May 1215, 1998.
P. Androutsos, D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos,`Color
edge detectors: a subjective analysis', Nonlinear Image Processing IX,
SPIE3304, pp. 260267, San Jose, CA, 2430 January 1998.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Processing color
images using vector directional filters: extensions and new results,'
Nonlinear Image Processing IX, SPIE3304, pp. 268276, San Jose, CA, January
1998.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Image retrieval
using the directional detail histogram', Storage and Retrieval for Image
and Video Databases VI, SPIE3312, pp. 129139, San Jose, CA, January
2430, 1998.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Adaptive neural
estimators', 1997 Canadian Workshop on Information Theory, Toronto, Canada,
June 1997.
P. Androutsos, D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos,
`Subjective analysis of edge detectors in color image processing', 9th
International Conference ICIAP'97, vol.1, pp. 119126, September 1997.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Directional detail
histogram for contentbased image retrieval', DSP '97, vol. 1, pp. 225228,
Santorini, Greece, July 1997.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Efficient image
database filtering using colour vector techniques', Canadian Conference
on Electrical and Computer Engineering CCECE'97, pp. 827830, 1997.
P. Androutsos, D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos,
`Colour edge detectors: an overview and comparison', Canadian Conference
on Electrical and Computer Engineering CCECE'97, pp. 607610, 1997.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Multichannel
filters in television image processing', Canadian Conference on Electrical
and Computer Engineering CCECE'97, pp. 688691, 1997.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `A novel distance
criterion for vector processing filters', Canadian Conference on Electrical
and Computer Engineering CCECE'97, pp. 102105, 1997.
D. Androutsos, T.V. Cooklev, A.N. Venetsanopoulos, `Multifilter banks
and multiwavelets for multispectral image compression,’ World Congress
of Nonlinear Analysts, Athens, July 1996
T.V. Cooklev, D. Androutsos, A.N. Venetsanopoulos, `Multichannel filter
banks and multiwavelet bases: theory and applications' Canadian Applied
Math Society CAMS'96 Wavelet Symposium, Montreal, Canada, 1997.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Vector directional
filters: an overview', Canadian Conference on Electrical and Computer
Engineering CCECE'97, pp. 106109, 1997.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `A new time series
classification approach', International Conf. on Acoustics, Speech and
Signal Processing ICASSP 1997, April 2124, 1997
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Nearest neighbour
multichannel filters for image processing', EUSIPCO'96 Conference, vol.
I, pp. 157161, Trieste, Italy, September 1996.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Fuzzy filters
for colour image processing', Symposium on Robotics and Cybernetics CESA'96,
pp. 761764, Lille, France, July 1996.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `A new nonlinear
multichannel filter', Symposium on Control, Optimization and Supervision
CESA'96, vol. 2, pp. 765767, Lille, France, July 1996.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Multichannel
filtering for color image processing', IEEE International Conference on
Image Processing, ICIP96, Lausanne, Switzerland, pp. 993997, 1996.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Adaptive multichannel
filters for color image processing', Visual Communications Image Processing
Conference, SPIE vol. 2727, Part III, pp. 12701279, Orlando, USA, March
1996.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Fuzzy vector
filters using novel distance criteria', Canadian Conference on Electrical
and Computer Engineering CCECE'95, Montreal Canada, pp. 941945, September
1995.
K.N. Plataniotis, D. Androutsos, A.N. Venetsanopoulos, `Colour image
processing using fuzzy vector directional filters', 1995 IEEE Workshop
on Nonlinear Signal and Image Processing, pp. 535538, Neos Marmaras,
Greece, June 1995.
D. Androutsos, P.E. Trahanias, A.N. Venetsanopoulos, `Extraction of photochromic
flow traces using active contours', 1995 IEEE Workshop on Nonlinear Signal
and Image Processing, pp. 154157, Neos Marmaras, Greece, June 1995.
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Colour image
processing using fuzzy vector rank filters', Proceedings of the International
Conference on Digital Signal Processing, vol. 2, pp. 614619, Limassol,
Cyprus, June 1995.
D. Androutsos, P.E. Trahanias, A.N. Venetsanopoulos, `Automated photochromic
tracer flow extraction', International Conference on Medical Physics and
Biomedical Engineering, vol. 1, pp. 3842, Nicosia, Cyprus, May 1994.
OTHER PUBLICATIONS/PRESENTATIONS
D. Androutsos, K.N. Plataniotis, A.N. Venetsanopoulos, `Fuzzy filters
for colour image processing', ITRCTRIO Researcher Retreat, Kingston Ontario,
May 1995
MAGAZINE ARTICLES
A.N. Venetsanopoulos, K.N. Plataniotis, D. Androutsos, `Adaptive fuzzy
filters for color image processing', SPIE/IS&T Electronic Imaging
Newsletter, vol. 5, no. 2, pp. 89, July 1995.
THESES
D. Androutsos, `Efficient Indexing and Retrieval of Colour Image Data
Using a VectorBased Approach’, Ph.D Dissertation, University of
Toronto, 1999.
D. Androutsos, `Photochromic Tracer Flow Extraction via Active Contours’,
M.A.Sc Thesis, University of Toronto, 1994.
D. Androutsos, `Colour Edge Detection’, B.A.Sc Thesis, University
of Toronto, 1992.

