Journal papers 2004 :

• On the prediction of vector-valued random fields and the spectral distribution of the evanescent components, Christophe Cuny, submitted to the Journal on Multivariate Analysis.
  
  
• Supervised Joint Segmentation and Classification of Colored Textured Images Using Gaussian Mixture Models, Haim Permuter, Joseph M. Francos*, and Ian Jermyn, submitted to IEEE SP Ttrans
  
  
• Color-based Image fingerprinting, M. Gavrielides, E. Sikudova nad I. Pitas, submitted IEEE trans. multimedia 2004
  
  
• Information theory-based shot cut/fade detection and video summarisation, Z. Cernekova, I. Pitas and C. Nikou, submitted to IEEE Trans. on CVST, Feb 2004
  
  
• Automatic identification of portraits in art image databases, E. Sikudova, M. Gavrielides and I. Pitas, submitted Pattern Recognition dec 2003

Conference papers 2004 :

• Semantic Event Detection in Sports through Motion Understanding
  N. Rea, R. Dahyot and A. Kokaram - 3rd International Conference on Image and Video Retrieval (CIVR 04), July 2004, Dublin, Ireland.
  
  
• Inlier Modeling for Multimedia Data Analysis
  R. Dahyot, N. Rea, A. Kokaram and N. Kingsbury, IEEE International Workshop on Multimedia Signal Processing, Siena Italy, Sept. 29- Oct. 1, 2004.
  
  
• Bayesian approach for blind separation of underdetermined mixtures of sparse sources, C. Févotte, S. J. Godsill and P. J. Wolfe, 5th International Conference on Independent Component Analysis and Blind Signal Separation, Granada, Spain, 2004.
  
  
• Parametric Estimation of Two Dimensional Affine Transformations, R. Hagege and J. M. Francos, International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), May 2004, Montreal, Quebec, Canada.
  
  
• Modeling High Level Structure in Sports with Motion Driven HMMs, N. Rea, R. Dahyot and A. Kokaram - IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), May 2004, Montreal, Quebec, Canada.
  
  
• Audio PCA in a Novel Multimedia Scheme for Scene Change Detection, Marios Kyperountas, Zuzana Cernekova, Constantine Kotropoulos, Marios Gavrielides, Ioannis Pitas - IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), May 2004, Montreal, Quebec, Canada.
  
  
• Texture Analysis Using Probabilistic Models of the Unimodal and Multimodal Statistics of Adaptative Wavelet Packet Coefficients, Roberto Cossu, Ian H. Jermyn, Josiane Zerubia - IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), May 2004, Montreal, Quebec, Canada.

Technical reports 2004 :

• Models of the Unimodal and Multimodal Statistics of Adaptive Wavelet Packet Coefficients R. Cossu, I. Jermyn, K. Brady, and J. Zerubia, Rapport de Recherche 5122, February 2004.

Journal papers 2003 :

• Segmentation of ultrasonic images using support vector machines, C. Kotropoulos and I. Pitas, Pattern Recognition Letters,vol. 24, pp. 715-727, 2003.
  
  
• Spectral representation and asymptotic properties of certain deterministic fields with innovation components, G. Cohen and J. M. Francos, Probab. Theory Relat. Fields 127, 277-304 (2003).

Conference papers 2003 :

• Estimation of Multi-Dimensional Homeomorphisms for object recognition in noisy environments, J. M. Francos, R. Hagege and B. Friedlander, 37th Asilomar Conference on Signals, Systems and Computers, November 9-12, 2003, Monterey, CA, USA.
  
  
• A Wavelet Packet Representation of Audio Signals for Music Genre Classification Using Different Ensemble and Feature Selection Techniques, Marco Grimaldi, Pádraig Cunningham and Anil Kokaram, MIR2003 5th ACM SIGMM International Workshop on Multimedia Information Retrieval November 7, 2003, Berkeley, CA, USA.
  
  
• An Evaluation of Alternative Feature Selection Strategies and Ensemble Techniques for Classifying Music, Marco Grimaldi, Pádraig Cunningham and Anil Kokaram, The 14th European Conference on Machine Learning (ECML) and the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Dubrovnik, Croatia 2003 .
  
  
• TEXTURE ANALYSIS: AN ADAPTIVE PROBABILISTIC APPROACH, Karen Brady, Ian Jermyn, Josiane Zerubia, Proceedings of IEEE International Conference on Image Processing (ICIP), Barcelona, September 2003.
  
  
• Adaptive Probabilistic Models of Wavelet Packets for the Analysis and Segmentation of Textured Remote Sensing Images, Karen Brady, Ian Jermyn, Josiane Zerubia, Proceedings of British Machine Vision Conference, 2003.
  
  
• Gaussian Mixture Models of Texture and Colour for Image Database Retrieval, H. Permuter, J. Francos, Ian H. Jermyn, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hong Kong, April 2003.
  
  
• Sport Video Shot Segmentation and Classification, R. Dahyot, N. Rea and A. C. Kokaram, in Visual Communications and Image Processing 2003, 8-11 July 2003, Univ. of Italian Switzerland (USI), Lugano, Switzerland .
  
  
• Joint Audio Visual Retrieval for Tennis Broadcasts, R. Dahyot, A. C. Kokaram, N. Rea and H. Denman, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hong Kong, April 2003.
  
  
• Generic Framework for Video Analysis, Luís Filipe Tavares, Luís Teixeira and Luís Corte-Real, 12th Portuguese Conference on Pattern Recognition, RecPad 2002, May, 2002, Aveiro, Portugal.
  
  
• A Modular Framework for Visual Object Information Retrieval, J. M. Torres and A. P. Parkes. Proceedings of the 4th Workshop on Image Analysis for Multimedia Interactive Services, Queen Mary, University of London, 2003.
  
  
• Video Shot Boundary Detection using Singular Value Decomposition, Z.Cernekova, C.Kotropoulos and I.Pitas, in Proc. of 4th European Workshop on Image Analysis for Multimedia Interactive Services(WIAMIS-2003), London, April 2003.
  
  
• Video Shot Segmentation using Singular Value Decomposition, Z.Cernekova, C.Kotropoulos and I.Pitas,in Proc. of 2003 IEEE Int. Conf. on Acoustics, Speech and Signal Processing, Hong-Kong, April 2003.
  
  
• Automatic Identification of portraits in art databases, E. Sikudova, M. Gavrielides, I. Pitas, DELOS workshop, Crete, Greece, June 2003

Technical reports 2003 :

• A Probabilistic Framework for Adaptive Texture Description K. Brady, I. Jermyn and J. Zerubia, Rapport de Recherche 4920, September 2003.

Journal papers 2002 :

• Guy Cohen and Joseph M. Francos, On the Spectral Representation and Ergodicity of Evanescent Random Fields, submitted for publication in Acta Mathematica. [Abstract]
  
  
• W. Fong, S. Godsill, A. Doucet and M. West, Monte Carlo Smoothing with Application to Audio Signal Enhancement, IEEE Transactions on Signal Processing, pp. 438-449, February 2002. [Abstract]
  
  
• D. Melas and S. Wilson, Double Markov random fields and Bayesian image segmentation, IEEE Transactions on Signal Processing, pp. 357 -365, February 2002. [Abstract] [pdf]
  
  
• A.C. Kokaram and S.J. Godsill, MCMC for joint noise reduction and missing data treatment in degraded video, in IEEE Transactions on Signal Processing, pp. 189 - 205, February 2002. [Abstract]

Conference papers 2002 :

• Cián W. Shaffrey, Nick G. Kingsbury, Ian H. Jermyn. Unsupervised Image Segmentation via Markov Trees and Complex Wavelets, Proc. International Conference on Image Processing (ICIP), Rochester, U.S.A., September 2002.
  
  
• Simon Wilson, Josiane Zerubia. Unsupervised Segmentation of Textured Satellite and Aerial Images with Bayesian Methods, Proc. European Signal Processing Conference, Toulouse, France, September 2002. [pdf]
  
  
• Ian H. Jermyn, Cián W. Shaffrey, Nick G. Kingsbury, Evaluation Methodologies for Image Retrieval Systems, Proc. Advanced Concepts for Intelligent Visual Systems (ACIVS), Ghent, Belgium, September 2002.
  
  
• Cián W. Shaffrey,Ian H. Jermyn, Nick G. Kingsbury. Psychovisual Evaluation of Image Segmentation Algorithms, Proc. Advanced Concepts for Intelligent Visual Systems (ACIVS), Ghent, Belgium, September 2002.
  
  
• Z. Cernekova, C. Nikou and I. Pitas, Entropy Metrics used for Video Summarization, International Spring Conference on Computer Graphics 24th-27th April, 2002, Budmerice, Slovakia. [ps]
  
  
• Z. Cernekova, C. Nikou and I. Pitas, Shot Detection In Video Sequences using Entropy-based Metrics, IEEE 2002 International Conference on Image Processing 22th -25th Sept., 2002 Rochester, New York. [ps]
  
  
• A. Kokaram and P. Delacourt, On the Motion-based diagnosis of video from Cricket Broadcasts, in Proc. Irish Signals and Systems Conference, Cork Ireland, June 25-26, 2002.
  
  
• P. Delacourt, A. Kokaram and R. Dahyot, Comparison of Global motion estimators, in Proc. Irish Signals and Systems Conference, Cork Ireland, June 25-26, 2002.[Abstract]
  
  
• C. Kotropoulos and I. Pitas, Signal Detection Using Support Vector Machines in the Presence of Ultrasonic Speckle, in Proc. SPIE 2002 Medical Imaging, San Diego California, February 2002. [Abstract] [pdf]
  
  
• W. Fong and S. Godsill, Sequential Monte Carlo Simulation of Dynamical Models with Slowly Varying Parameters: Application to Audio, to appear in proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2002), May 13-17, 2002, Orlando, Florida.
  
  
• M. Davy and S. Godsill, Detection of Abrupt Spectral Changes Using Support Vector Machines. An application to Audio signal segmentation, in proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2002), May 13-17, 2002, Orlando, Florida. [Abstract] [pdf] [ps.gz]
  
  
• S. Godsill and M. Davy, Bayesian Harmonic Models for Musical Pitch Estimation and Analysis, to appear in proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2002), May 13-17, 2002, Orlando, Florida. [Abstract] [pdf] [ps.gz]
  
  
• C. Andrieu, M. Davy and A. Doucet, Efficient Particle Filtering for Jump Markov Systems, to appear in proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2002), May 13-17, 2002, Orlando, Florida. [Abstract]

Technical reports 2002 :

• The Methodology and Practice of the Evaluation of Image Retrieval Systems and Segmentation Methods, Ian H. Jermyn, Cián Shaffrey, Nick Kingsbury, INRIA Research Report 4761
  
  
• Content-Based Video Retrieval Systems and its Implementation in the MPEG-7 Framework, Yalçin Incesu, Luís Corte-Real and Luís Teixeira, INESC Porto, 2002.
  
  
• Survey on Content-Based Retrieval Systems, Yalçin Incesu, Luís Corte-Real and Luís Teixeira, INESC Porto, 2002
  
  
• C. Andrieu, M. Davy and A. Doucet, Efficient Particle Filtering for Jump Markov Systems, Technical report CUED/F-INFENG/TR427, University of Cambridge, February 2002. [Abstract] [pdf] [ps.gz]
  
  
• M. Davy, A. Gretton, A. Doucet and P.J. Rayner, Optimised Support Vector Machines for Nonstationary Signal Classification, Technical report CUED/F-INFENG/TR.428, February 2002. [Abstract]
  
  
• Z. Cernekova, C. Nikou, and I. Pitas, Information theory-based shot detection in video sequences, Tech. Report, AIIA-01, Department of Informatics, Aristotle Univ. of Thessaloniki, 2002. [Abstract]

Conference papers 2001 :

• C. Andrieu, M. Davy and A. Doucet, Improved auxiliary particle filtering: Application to time-varying spectral analysis, IEEE SSP 2001,Singapore, August 2001. [Abstract]
  
  
• A. Gretton, M. Davy, A. Doucet and P. Rayner, Nonstationary signal classification using support vector machine, IEEE SSP 2001, Singapore, August 2001.
  
  
• Faizakov, A., Cohen, A. and Vaich, T., Gaussian Subtraction (GS) Algorithms for Word Spotting in Continuous Speech, Proc. of EUROSPEECH, pp.1793- 1796, 2001.
  
  
• Lapidot, I., Guterman, H. and Cohen, A., Unsupervised Speaker Recognition based on Competion between Self-Organizing-Maps, Accepted for publication by the IEEE Trans. On Neural Nets.
  
  
• A. Jalobeanu, N. Kingsbury and J. Zerubia, Image deconvolution using Hidden Markov Tree modeling of complex wavelet packets, in the Proceedings of the IEEE International Conference on Image Processing, ICIP2001, Greece. [Abstract] [ps.gz]
  
  
• S. Wilson and G. Stefanou, Image Segmentation using the Double Markov Random Field, with Application to Land Use Estimation, in the Proceedings of the IEEE International Conference on Image Processing, ICIP2001, Greece. [Abstract] [pdf]
  
  
• S.Krinidis,S. Tsekeridou, I.Pitas, Multimodal interaction for scene boundary detection, in IEEE-Eurasip workshop on Nonlinear Signal and Image Processing, NSIP01, USA. [Abstract] [ps.z]
  
  
• C.Dalatsi, S.Krinidis, S.Tsekeridou, I.Pitas, Use of support vector machine based on color and motion features for shot boundary detection, in International Symposium on Telecommunications, IST01, Iran.[Abstract] [ps.z]
  
  
• A.Kokaram, P.Delacourt, A new global motion estimation algorithm and its application to retrieval in sports events, in the IEEE workshop on Multimedia Signal Processing, MMSP01, France. [Abstract] [pdf]

Technical reports 2001 :

• S. Wilson and J. Zerubia, Segmentation of textured Satellite and Aerial Images by Bayesian Inference and Markov Random Fields, december 2001, technical report. [Abstract] [ps.gz] [pdf]