Main publications

Journal

2016

  1. Uss, M. L; Vozel, B; Lukin, V. V and Chehdi, K "Efficient Rotation-Scaling-Translation Parameter Estimation Based on the Fractal Image Model". In IEEE Transactions on Geoscience and Remote Sensing, 54 (1): 197-212, 2016.
  2. Uss, M. L; Vozel, B; Lukin, V. V and Chehdi, K "Multimodal Remote Sensing Image Registration With Accuracy Estimation at Local and Global Scales". In IEEE Transactions on Geoscience and Remote Sensing, 54 (11): 6587-6605, 2016.

2015

  1. Ponomarenko, N.; Jin, L.; Ieremeiev, O.; Lukin, V.; Egiazarian, K.; Astola, J.; Vozel, B.; Chehdi, K.; Carli, M.; Battisti, F. and Kuo, C.-C. J. "Image database TID2013: Peculiarities, results and perspectives". In Signal Processing: Image Communication Theory, Techniques & Applications, 30: http://dx.doi.org/10.1016/j.image.2014.10.009, 2015. doi.. 
  2. Ponomarenko, N.; Jin, L.; Ieremeiev, O.; Lukin, V.; Egiazarian, K.; Astola, J.; Vozel, B.; Chehdi, K.; Carli, M.; Battisti, F. and Kuo, C.-C. Ja "Image database TID2013: Peculiarities, results and perspectives". In Signal Processing: Image Communication, 30: 57-77, 2015. doi.. 
  3. Cariou, C. and Chehdi, K. "Unsupervised Nearest Neighbors Clustering with Application to Hyperspectral Images". In IEEE Journal of Selected Topics in Signal Processing, 9 (6): 1105-1116, 2015. doi.. 
  4. Zemliachenko, A. N.; Abramov, S. K.; Lukin, V. V.; Vozel, B. and Chehdi, K. "Lossy compression of noisy remote sensing images with prediction of optimal operation point existence and parameters". In Journal of Applied Remote Sensing, 9 (1): 095066, 2015. doi.. 
  5. Chehdi, K.; Taher, A. and Cariou, C. "Stable and unsupervised fuzzy C-means method and its validation in the context of multicomponent images". In Journal of Electronic Imaging, 24 (6): 061117, 2015. doi.. 

2014

  1. Zemliachenko, A. N.; Kozhemiakin, R. A.; Uss, M. L.; Abramov, S. K.; Ponomarenko, N. N.; Lukin, V. V.; Vozel, B. and Chehdi, K. "Lossy compression of hyperspectral images based on noise parameters estimation and variance stabilizing transform". In Journal of Applied Remote Sensing, 8 (1): http://spie.org/Publications/Journal/10.1117/1.JRS.8.083571, 2014. doi.. 
  2. chehdi, K.; Soltani, M. and Cariou, C. "Pixel classification of large size hyperspectral images by affinity propagation". In Journal of Applied Remote Sensing., 8 (1): 1-14, 2014. doi.. 
  3. Uss, M. L.; Vozel, B.; Dushepa, V. A.; Komjak, V. A. and Chehdi, K. "A Precise Lower Bound on Image Subpixel Registration Accuracy". In IEEE Transactions on Geoscience and Remote Sensing: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6570757&isnumber=6750066, 2014. doi.. 
  4. Lukin, V. V.; Abramov, S. K.; Ponomarenko, N. N.; Krivenko, S. S.; Uss, M. L.; Vozel, B.; Chehdi, K.; Egiazarian, K. O. and Astola, J. T. "Approaches To Automatic Data Processing In Hyperspectral Remote Sensing". In Telecommunications and Radio Engineering (13): http://dl.begellhouse.com/journals/0632a9d54950b268,6b541fef7dc47de0,59013a284700b5c4.html, 2014. doi.. 
  5. Lukin, V. V.; Abramov, S. K.; Rubel, A.; Krivenko, S. S.; Naumenko, A.; Vozel, B.; Chehdi, K.; Egiazarian, K. O. and Astola, J. T. "An Approach To Prediction Of Signal-Dependent Noise Removal Efficiency By Dct-Based Filter". In Telecommunications and Radio Engineering (18): http://dl.begellhouse.com/journals/0632a9d54950b268,008354e75f70dae6,0dc7ea74705571d8.html, 2014. doi.. 
  6. Lukin, V. V.; Rubel, O. S.; Naumenko, O. V.; Vozel, B. and Chehdi, K. "Approaches to prediction of speckle removal efficiency for DCT based filter". In Ukrainian Journal Of Remote Sensing (3): http://ujrs.org.ua/ujrs/article/view/28, 2014.
  7. CARLI, M.; BATTISTI, F. and JAY KUO, C. "Color image database TID2013: Innovations and results". In Lecture notes Springer Computer Science series: 402-413, 2014.

2013

  1. Uss, M.L; Vozel, B.; Lukin, V. V. and Chehdi, K. "Image informative maps for component-wise estimating parameters of signal-dependent noise". In Journal of Electronic Imaging, 22 (1): Id. 013019, 2013. doi.. 

2012

  1. Uss, M.; Vozel, B.; Lukin, V. V. and Chehdi, K. "Maximum likelihood estimation of spatially correlated signal-dependent noise in hyperspectral images". In SPIE Optical Engineering, 51 (11): 111712, 2012. doi.. 

2011

  1. Uss, M. L.; Vozel, B.; Lukin, V. V. and Chehdi, K. "Local Signal-Dependent Noise Variance Estimation From Hyperspectral Textural Images". In IEEE Journal of Selected Topics in Signal Processing, 5 (3): 469-486, 2011. doi.. 
  2. Cariou, C.; Chehdi, K. and Le Moan, S. "BandClust: An Unsupervised Band Reduction Method for Hyperspectral Remote Sensing". In IEEE Geoscience and Remote Sensing Letters, 8 (3): 565-569, 2011. doi.. 
  3. Lukin, V. V.; Abramov, S. K.; Ponomarenko, N. N.; Uss, M. L.; Zriakhov, M.; Vozel, B.; Chehdi, K. and Astola, J. T. "Methods and automatic procedures for processing images based on blind evaluation of noise type and characteristics". In Journal of Applied Remote Sensing, 5: 053502, 2011. doi.. 
  4. Lukin, V.; Abramov, S.; Popov, A.; Eltsov, P.; Vozel, B. and Chehdi, K. "A Method For Automatic Blind Estimation Of Additive Noise Variance In Digital Images". In Telecommunications and Radio Engineering, 69 (19): http://www.dl.begellhouse.com/journals/0632a9d54950b268,7ac25b9376db0000,7069233f14801035.html, 2011. doi.. 
  5. Uss, M. L.; Vozel, B.; Lukin, V. V.; Abramov, S. K.; Baryshev, I. and Chehdi, K. "Image Informative Maps for Estimating Noise Standard Deviation and Texture Parameters". In EURASIP Journal on Advances in Signal Processing: 806516, 2011. doi.. 

2009

  1. USS, M.; ABRAMOV, S.; VOZEL, B. and CHEHDI, K. "Joint Estimation of Remote Sensing Images and Mixed Noise Parameters". In Telecommunications and Radio Engineering journal, 68 (18): 1659-1686, 2009.
  2. AWAD, M.; CHEHDI, K. and NASRI, A. "Multi-Component Image Segmentation Using a Hybrid Dynamic Genetic Algorithm and Fuzzy CMeans". In IET Image Processing, 3 (2): 52-62, 2009.
  3. AWAD, M.; CHEHDI, K. and NASRI, A. "Multi-Component Image Segmentation: a Comparative Analysis between Hybrid Genetic Algorithm and Self Organizing Maps". In International Journal of Remote Sensing, 30 (3): 595-610, 2009.
  4. AWAD, M. and CHEHDI, K. "Satellite image segmentation using variable hybrid Genetic Algorithm". In International Journal of Imaging Systems and Technology, 19 (3): 199-207, 2009.
  5. YANGHU,; KE-JUZU,; GUANG-YAOLI, and CHEHDI, K. "Improved Ribbon Snake algorithm for automatic road generation". In Journal of Computer Applications, 29 (3): 747-749, 2009.

2008

  1. BOUGENIERES, G.; CARIOU, C.; CHEHDI, K. and GAY, A. "Non Parametric Stochastic Expectation Maximisation for Data Clustering". In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 23 (4): 293-303, 2008.
  2. CARIOU, C. and CHEHDI, K. "Automatic georeferencing of airborne pushbroom scanner images with missing ancillary data using mutual information". In IEEE Trans. on Geoscience and Remote Sensing, 46 (5): 1290-1300, 2008.
  3. CARIOU, C. and CHEHDI, K. "Unsupervised texture segmentation/classification using 2-D AR modelling and stochastic EM algorithm". In Pattern Recognition Letters, 29 (7): 905-917, 2008.
  4. ABRAMOV, S.K.; LUKIN, V.V.; VOZEL, B.; CHEHDI, K. and ASTOLA, J.T. "Segmentation-based method for blind evaluation of noise variance in images". In SPIE Journal of Appl. Remote Sensing, 2, 2008.
  5. AWAD, M.; CHEHDI, K. and NASRI, A. "Enhancement of the segmentation process of multi-component images using fusion with Genetic Algorithm". In IEEE 5th Int. Multi-Conference on Systems, Signals and Devices: 1-6, 2008.
  6. RAHMANI, P.; VOZEL, B. and CHEHDI, K. "Sequential Blind PSF Estimation and Restoration of Aerial Multispectral Images". In Lecture Notes in Computer Science Springer Berlin, 5259: 410-421, 2008.

2007

  1. AWAD, M.; CHEHDI, K. and NASRI, A. "Multicomponent Image Segmentation Using Genetic Algorithms and Artificial Neural Network". In IEEE Trans. on Geoscience and Remote Sensing letters, 4 (4): 571-575, 2007.

2006

  1. LUKIN, V.V.; ABRAMOV, S.K.; PONOMARENKO, N.N.; VOZEL, B. and CHEHDI, K. "Methods for Blind Evaluation of Noise Variance in Multichannel Optical and Radar Images". In Telecommunications and Radio Engineering Journal, 65 (6): 509-537, 2006.

2003

  1. ROSENBERGER, C. and CHEHDI, K. "Toward a complete adaptive analysis of an image". In Electronic Imaging, 12 (2): 292-298, 2003.

Books

2010

  1. COLLET, CH.; CHANUSSOT, J. and CHEHDI, K. "Multivariate Image Processing : Methods and Applications". ISTE London & Wiley Hoboken, 2010.

Book chapters

2016

  1. Vozel, B.; Rubel, O.; Zemliachenko, A.; Abramov, S.; Krivenko, S.; Kozhemiakin, R.; Lukin, V. and Chehdi, K. "Processing of Multichannel Remote-Sensing Images with Prediction of Performance Parameters". In Environmental Applications of Remote Sensing, pages 373-405, 2016. doi.. 

2015

  1. LUKIN, V.; ABRAMOV, S.; KOZHEMIAKIN, R.; RUBEL, A.; USS, M.; PONOMARENKO, N.; ABRAMOVA, V.; VOZEL, B.; CHEHDI, K.; EGIAZARIAN, K. and ASTOLA, J. "Color Image and Video Enhancement". In Chapter DCT-Based Color Image Denoising: Efficiency Analysis and Prediction, pages 55-80, Springer International Publishing, 2015.

2014

  1. Abramov, S.; Abramova, V.; Lukin, V.; Ponomarenko, N.; Vozel, B.; Chehdi, K.; Egiazarian, K. and Astola, J. "Methods for Blind Estimation of Speckle Variance in SAR Images: Simulation Results and Verification for Real-Life Data". In Prof. Jan Awrejcewicz (Ed.), Computational and Numerical Simulations, pages http://www.intechopen.com/books/computational-and-numerical-simulations/methods-for-blind-estimation-of-speckle-variance-in-sar-images-simulation-results-and-verification-f, 2014. doi.. 

2012

  1. Lukin, V. V.; Ponomarenko, N.; Fevralev, D.; Vozel, B.; Chehdi, K. and Kurekin, A. "Classification of Pre-Filtered Multichannel Remote Sensing Images". In Remote Sensing - Advanced Techniques and Platforms, pages 75-98, InTech, 2012.

2011

  1. Abramov, S.; Zabrodina, V.; Lukin, V.; Vozel, B.; Chehdi, K. and Astola, J. "Methods for Blind Estimation of the Variance of Mixed Noise and Their Performance Analysis". In Prof. Jan Awrejcewicz (Ed.), Numerical Analysis - Theory and Application, pages http://www.intechopen.com/books/numerical-analysis-theory-and-application/methods-for-blind-estimation-of-the-variance-of-mixed-noise-and-their-performance-analysis, 2011. doi.. 

2010

  1. ABRAMOV, S.K.; LUKIN, V.V.; ZELENSKY, A.A.; ASTOLA, J.T.; VOZEL, B. and CHEHDI, K. "Estimation of Parameters for Distributions with Main Maximum and One-side Heavy Tail in Image Processing Applications". In Practical Aspects of Digital Signal Processing, Shakhty, Russia, 2010.
  2. Vozel, B.; Abramov, S.K.; Chehdi, K.; Lukin, V.V.; Uss, M.L.; Ponomarenko, N.N. and Astola, J. "Chapter 9: Blind Determination of Noise Type for Spaceborne and Airborne Remote Sensing". In Multivariate image processing, ISTE Press, 2010.
  3. Cariou, C. and Chehdi, K. "Registration of Multimodal and Multitemporal Images". In Multivariate Image Processing, pages 1-37, ISTE and Wiley, Digital Signal and Image Processing Series , 2010.

2009

  1. LUKIN, V.V.; ABRAMOV, S.; USS, M.; MARUSIY, I.; PONOMARENKO, N.; ZELENSKY, A.; VOZEL, B. and CHEHDI, K. "Testing of methods for blind estimation of noise variance on large image database". In Theoretical and practical aspects of digital signal processing in informational-telecommunication systems, Marchuk V.I., Shakhty, Russia, 2009.

2008

  1. BOUGENIERES, G.; CARIOU, C.; CHEHDI, K. and GAY, A. "Non Parametric Stochastic Expectation Maximisation for Data Clustering". In Lecture Notes in Computer Science - Springer Berlin, pages 293-303, 2008.
  2. RAHMANI, P.; VOZEL, B. and CHEHDI, K. "Sequential Blind PSF Estimation and Restoration of Aerial Multispectral Images". In Lecture Notes in Computer Science - Springer Berlin, pages 410-421, 2008.

2006

  1. PONOMARENKO, N.; LUKIN, V.; EGIAZARIAN, K.; ASTOLA, J.; VOZEL, B. and CHEHDI, C. "Hybrid Sigma Filter for Processing Images Corrupted by Multiplicative Noise". In Lecture Notes in Computer Science - Springer Berlin, pages 46-54, 2006.

Conferences

2016

  1. Uss, M.; Vozel, B.; Lukin, V. and Chehdi, K. "Statistical power of intensity- and feature-based similarity measures for registration of multimodal remote sensing images". In Proc. SPIE Image and Signal Processing for Remote Sensing XXI, Edinburgh, UK, 2016. doi.. 
  2. Kozhemiakin, R. A.; Rubel, O.; Abramov, S. K.; Lukin, V. V.; Vozel, B. and Chehdi, K. "Efficiency analysis for 3D filtering of multichannel images". In Proc. SPIE Image and Signal Processing for Remote Sensing XXI, Edinburgh, UK, 2016. doi.. 
  3. Abramova, V. V.; Abramov, S. K.; Lukin, V. V.; Vozel, B. and Chehdi, K. "Scatter-plot-based method for noise characteristics evaluation in remote sensing images using adaptive image clustering procedure". In Proc. SPIE Image and Signal Processing for Remote Sensing XXI, Edinburgh, UK, 2016. doi.. 
  4. Chehdi, K. and Cariou, C. "The true false ground truths: What interest?". In Proc. SPIE Image and Signal Processing for Remote Sensing XXI, pages 100040M-100040M-16, Edinburgh, UK, 2016. doi.. 
  5. Zhang, Mo; Vozel, B.; Chehdi, K.; Uss, M.; Abramov, S. and Lukin, V. "Accuracy assessment of blind and semi-blind restoration methods for hyperspectral images". In Proc. SPIE Image and Signal Processing for Remote Sensing XXI, Edinburgh, UK, 2016. doi.. 
  6. Chen, B.; Chehdi, K.; De Oliveira, E.; Cariou, C. and Charbonnier, B. "Unsupervised component reduction of hyperspectral images and clustering without performance loss: application to marine algae identification". In Proc. SPIE Image and Signal Processing for Remote Sensing XXI, Edinburgh, UK, 2016. doi.. 

2015

  1. Taher, A.; Chehdi, K. and Cariou, C. "A stable and unsupervised Fuzzy C-Means for data classification". In Proc. SPIE, pages 953414-953414-7, Le Creusot, 2015. doi.. 
  2. Zemliachenko, A.N.; Abramov, S.; Lukin, V.V.; Vozel, B. and Chehdi, K. "Compression ratio prediction in lossy compression of noisy images". In Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, pages 3497-3500, Italy, 2015.
  3. Abramov, S.K.; Uss, M.L.; Abramova, V.V.; Lukin, V.V.; Vozel, B. and Chehdi, K. "On noise properties in hyperspectral images". In Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, pages 3501-3504, Italy, 2015.
  4. Rubel, O.S.; Kozhemiakin, R.O.; Krivenko, S.S.; Lukin, V.V.; Vozel, B. and Chehdi, K. "A method for predicting denoising efficiency for color images". In Electronics and Nanotechnology (ELNANO), 2015 IEEE 35th International Conference on, pages 304-309, Kiev, Ukraine, 2015.
  5. Rubel, O.; Kozhemiakin, R. A.; Abramov, S. K.; Lukin, V. V.; Vozel, B. and Chehdi, K. "Performance prediction for 3D filtering of multichannel images". In Proc. SPIE, pages 96430D-96430D-11, 2015. doi.. 
  6. Chen, B.; Chehdi, K.; De Oliveria, E.; Cariou, C. and Charbonnier, B. "Unsupervised hierarchical partitioning of hyperspectral images: application to marine algae identification". In Proc. SPIE, pages 96430M-96430M-13, Toulouse, France, 2015. doi.. 
  7. Uss, M.; Vozel, B.; Lukin, V. and Chehdi, K. "Potential accuracy of translation estimation between radar and optical images". In Proc. SPIE, pages 96430W-96430W-12, Toulouse, France, 2015. doi.. 
  8. Taher, A.; Chehdi, K. and Cariou, C. "Unsupervised and stable LBG algorithm for data classification: application to aerial multicomponent images". In Proc. SPIE, pages 96431I-96431I-9, Toulouse, France, 2015. doi.. 

2014

  1. Ponomarenko, N.; Lukin, V.; Ieremeiev, O.; Vozel, B.; Chehdi, K.; Egiazarian, K. and Astola, J. "Image Visual Quality Metrics Verification By TID2013: Exploring Of Mean Square Error Drawbacks". In 5th European Workshop on Visual Information Processing (EUVIP), Villetaneuse, Paris, France, 2014. doi.. 
  2. Uss, M.L.; Rubel, A.S.; Lukin, V.; Vozel, B. and Chehdi, K. "Lower Bound On Image Filtering Mean Squared Error In The Presence Of Spatially Correlated Noise". In IEEE Microwaves, Radar and Remote Sensing Symposium (MRRS), pages http://www.ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6956653&isnumber=6956645, Kiev, Ukraine, 2014. doi.. 
  3. Zemliachenko, A. N.; Abramov, S. K.; Lukin, V. V.; Vozel, B. and Chehdi, K. "Prediction Of Optimal Operation Point Existence And Parameters In Lossy Compression Of Noisy Images". In SPIE European Remote Sensing Conference, 9244, Image and Signal Processing for Remote Sensing XX, 92440H, pages http://spie.org/Publications/Proceedings/Paper/10.1117/12.2065947, Amsterdam, Netherlands, 2014. doi.. 
  4. Naumenko, A.V.; Lukin, V.V.; Vozel, B.; Chehdi, K. and Egiazarian, K. "Neural Network Based Edge Detection In Two-Look And Dual-Polarization Radar Images". In 15th International Radar Symposium (IRS), pages http://www.ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6869302&isnumber=6869176, Gdansk, Poland, 2014. doi.. 
  5. Kozhemiakin, R.A.; Lukin, V.V.; Vozel, B. and Chehdi, K. "Filtering Of Dual-Polarization Radar Images Based On Discrete Cosine Transform". In 15th International Radar Symposium (IRS), pages http://www.ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6869301&isnumber=6869176, Gdansk, Poland, 2014. doi.. 
  6. Krivenko, S.; Lukin, V.; Vozel, B. and Chehdi, K. "Prediction Of DCT-Based Denoising Efficiency For Images Corrupted By Signal-Dependent Noise". In IEEE 34th International Conference on Electronics and Nanotechnology (ELNANO), pages http://www.ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6873920&isnumber=6873425, Kiev, Ukraine, 2014. doi.. 
  7. TAHER, A.; chehdi, K. and Cariou, C. "An Unsupervised Nonparametric and Cooperative Approach for Classification of Multicomponent Image Contents". In International Conference on Pattern Recognition Applications and methods, pages 263-270, Angers, France, 2014. doi.. 
  8. Krivenko, S.; Lukin, V.; Vozel, B. and Chehdi, K. "Filtering Efficiency Prediction for Images Corrupted by Signal-Dependent Noise". In 12th International Conference Modern Problems Of Radio Engineering, Telecommunications, and Computer Science, pages http://tcset.com.ua/index.php/en/, Lviv-Slavske, Ukraine, 2014.
  9. SOLTANI,; CHEHDI, K. and CARIOU, C. "Classification automatique par propagation d’affinité de plantes invasives à partir d’images hyperspectrales de grande taille". In 3e colloque scientifique de la SFPT-GH, 2014.

2013

  1. Ponomarenko, N.; Ieremeiev, O.; Lukin, V.; Jin, L.; Egiazarian, K.; Astola, J.; Vozel, B.; Chehdi, K.; Carli, M.; Battisti, F. and Kuo, C. -C. J. "A New Color Image Database TID2013: Innovations and Results". In 15th International Conference Advanced Concepts for Intelligent Vision Systems, pages http://link.springer.com/chapter/10.1007%2F978-3-319-02895-8_36, Pozna'n, Poland, Lecture Notes in Computer Science 8192, 2013. doi.. 
  2. Soltani, M.; Chehdi, K. and Cariou, C. "Affinity propagation for large size hyperspectral image classification". In Conference on Image and Signal Processing for Remote Sensing XIX, pages UNSP 88920P, Dresde, Germany, Proceedings of SPIE 8892, 2013. doi.. 
  3. Zemliachenko, A. N.; Kozhemiakin, R. A.; Uss, M. L.; Abramov, S. K.; Lukin, V. V.; Vozel, B. and Chehdi, K. "VST-based Lossy Compression of Hyperspectral Data for New Generation Sensors". In Conference on Image and Signal Processing for Remote Sensing XIX, pages UNSP 88920L, Dresde, Germany, Proceedings of SPIE 8892, 2013. doi.. 
  4. Cariou, C. and Chehdi, K. "Dense registration of CHRIS-Proba and Ikonos images using multi-dimensional mutual information maximization". In Conference on Image and Signal Processing for Remote Sensing XIX, pages UNSP 88920C, Dresde, Germany, Proceedings of SPIE 8892, 2013. doi.. 
  5. Taher, A.; Chehdi, K. and Cariou, C. "Hyperspectral image segmentation using a cooperative nonparametric approach". In Conference on Image and Signal Processing for Remote Sensing XIX, pages UNSP 88920J, Dresde, Germany, Proceedings of SPIE 8892, 2013. doi.. 
  6. Cariou, C. and Chehdi, K. "S'election supervis'ee d’attributs en haute dimension via l’approximation de Kirkwood". In GRETSI 2013, Brest, France, 2013.
  7. Uss, M.L.; Vozel, B.; Lukin, V.V. and Chehdi, K. "Estimation aveugle de la variance d'un bruit d'ependant du signal". In 24e GRETSI Symposium on Signal and Image Processing, Brest, France, 2013.
  8. Uss, M. L.; Vozel, B.; Lukin, V. V. and chehdi, K. "Estimation aveugle de la variance d’un bruit d'ependant du signal". In GRETSI, Brest, France, 2013.
  9. Lukin, V.V.; Abramov, S.K.; Kozhemiakin, R.A.; Uss, M.L.; Vozel, B. and Chehdi, K. "Denoising Efficiency For Multichannel Images Corrupted By Signal-Dependent Noise". In International Kharkov Symposium on Physics and Engineering of Microwaves, Millimeter and Submillimeter Waves (MSMW), pages http://www.ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6622048&isnumber=6621984, Kharkov, Ukraine, 2013. doi.. 
  10. Abramov, S.; Abramova, V.; Uss, M.; Lukin, V.; Vozel, B. and Chehdi, K. "Blind Estimation Of Signal-Dependent Noise Parameters For Color Image Database". In 4th European Workshop on Visual Information Processing (EUVIP), pages http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6623956&isnumber=6623946, Paris, France, 2013.
  11. Ponomarenko, N.; Ieremeiev, O.; Lukin, V.; Egiazarian, K.; Jin, L.; Astola, J.; Vozel, B.; Chehdi, K.; Carli, M.; Battisti, F. and Kuo, C.-C.J. "Color image database TID2013: Peculiarities and preliminary results". In 4th European Workshop on Visual Information Processing (EUVIP), pages http://www.ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6623960&isnumber=6623946, Paris, France, 2013.
  12. Taher, A.; chehdi, K. and Cariou, C. "An unsupervised cooperative and adaptive approach for multicomponent image segmentation". In 4th European Workshop on Visual Information Processing (EUVIP), pages 71-72, Paris, France, 2013.

2012

  1. Abramova, V.; Abramov, S.; Lukin, V. V.; Vozel, B. and Chehdi, K. "Scatter-plot Based Estimation of Mixed Noise Parameters for Remote Sensing Image Processing". In Radar Methods and Systems Workshop, RMSW'12, in the framework of the 5th World Congress ''Aviation in the XXI-st Century'' 2012, pages 3.7.56-3.7.60, Kiev, Ukraine, 2012.
  2. Kurkin, D.; Lukin, V. V.; Abramova, V.; Abramov, S.; Vozel, B. and Chehdi, K. "Image DCT coefficient statistics and their use in blind noise variance estimation". In International Conference on Mathematical Methods in Electromagnetic Theory, MMET'12, pages 316-319, Kharkiv, Ukraine, 2012. doi.. 

2011

  1. Lukin, V. V.; Abramov, S. K.; Fevralev, D. V.; Ponomarenko, N. N.; Egiazarian, K.; Astola, J. T.; Vozel, B. and Chehdi, K. "Performance evaluation for blind methods of noise characteristic estimation for TerraSAR-X images". In Conference on Image and Signal Processing for Remote Sensing XVII, pages 81800X, Prague, Czech Republic, 2011. doi.. 
  2. Zabrodina, V.; Abramov, S.; Lukin, V.; Astola, J.; Vozel, B. and Chehdi, K. "Blind Estimation of Mixed Noise Parameters In Images Using Robust Regression Curve Fitting". In 19th European Signal Processing Conference, EUSIPCO’11, pages http://www.eurasip.org/Proceedings/Eusipco/Eusipco2011/papers/1569421775.pdf, Barcelona, Spain, 2011.
  3. Uss, M. L.; Vozel, B.; Lukin, V. V.; Baryshev, I. and Chehdi, K. "Image Noise-Informative Map For Noise Standard Deviation Estimation". In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 961-964, Prague, Czech Republic, 2011.
  4. Uss, M.L.; Vozel, B.; Lukin, V.V. and Chehdi, K. "Potential MSE of color image local filtering in component-wise and vector cases". In 11th International Conference The Experience of Designing and Application of CAD Systems in Microelectronics (CADSM), pages URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5744551&isnumber=5744385, Polyana-Svalyava, Ukraine, 2011.

2010

  1. Fevralev, D. V.; Lukin, V. V.; Ponomarenko, N. N.; Vozel, B.; Chehdi, K.; Kurekin, A. and Shark, L-K. "Classification of filtered multichannel images". In Conference on Image and Signal Processing for Remote Sensing XVI, pages 78300M, Toulouse, France, 2010. doi.. 
  2. Uss, M. L.; Vozel, B.; Lukin, V. V.; Baryshev, I. and Chehdi, K. "Non-parametric detection scheme for isotropic image texture with normal increments". In International Conference on Mathematical Methods in Electromagnetic Theory, MMET’10, Kiev, Ukraine, 2010. doi.. 
  3. Uss, M.; Vozel, B.; Chehdi, K.; Lukin, V. and Abramov, S. "The minimum number of scanning windows required for effective maximum likelihood estimation of image texture parameters and additive noise variance". In International Kharkov Symposium on Physics and Engineering of Microwaves, Millimeter and Submillimeter Waves, MSMW’10,, pages http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5546161&isnumber=5545954, Kharkov, Ukraine, 2010. doi.. 
  4. Lukin, V.; Abramov, S.; Vozel, B.; Uss, M. and Chehdi, K. "Performance analysis of segmentation-based method for blind evaluation of additive noise in images". In International Kharkov Symposium on Physics and Engineering of Microwaves, Millimeter and Submillimeter Waves, MSMW’10, pages http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5546162&isnumber=5545954, Kharkov, Ukraine, 2010. doi.. 
  5. Abramov, S. K.; Zabrodina, V.; Lukin, V. V.; Vozel, B.; Chehdi, K. and Astola, J. T. "Improved Method for Blind Estimation of the Variance of Mixed Noise Using Weighted LMS Line Fitting Algorithm". In International Symposium on Circuits and Systems Nano-Bio Circuit Fabrics and Systems (ISCAS 2010), pages 2642-2645, Paris, France, 2010.

2009

  1. LUKIN, V.V.; ABRAMOV, S.K.; PONOMARENKO, N.N.; USS, M.L.; VOZEL, B.; CHEHDI, K. and ASTOLA, J.T. "Processing of images based on blind evaluation of noise type and characteristics". In SPIE-ERS, Berlin, Germany, 2009.

2008

  1. RAHMANI, P.; VOZEL, B. and CHEHDI, K. "Sequential Blind PSF Estimation and Restoration of Aerial Multispectral Images". In Advanced Concepts for Intelligent Vision Systems, Juan-les-Pins, France, 2008.
  2. HU, Y.; CHEHDI, K.; LI, G. and ZU, K. "An Optimal Road Seed Extraction Algorithm". In International Workshop on Education Technology and Training & International Workshop on Geoscience and Remote Sensing, pages 771-775, 2008.
  3. CARIOU, C. and CHEHDI, K. "Fully Automated Mosaicking of Pushbroom Aerial Imagery". In IEEE (ICASSP), pages 1105-1108, Las-Vegas, USA, 2008.
  4. AWAD, M.; CHEHDI, K. and NASRI, A. "A survey on Genetic Algorithm, Fuzzy C-Means, and Artificial Neural Network Image Segmentation Methods". In Conference on Current Trends in the Theory and Applications of Computer Science, pages 65-80, Beirut, Lebanon, 2008.
  5. LUKIN, V.V.; PONOMARENKO, N.N.; ABRAMOV, S.K.; VOZEL, B.; CHEHDI, K. and ASTOLA, J.T. "Filtering of radar images based on blind evaluation of noise characteristics". In SPIE Image and Signal Processing for Remote Sensing XIV, Cardiff, UK, 2008.
  6. Awad, M.; Chehdi, K. and Nasri, A. "Enhancement of the segmentation process of multi-component images using fusion with Genetic Algorithm". In Systems, Signals and Devices, 2008. IEEE SSD 2008. 5th International Multi-Conference on, pages 1-6, Philadelphia University Amman, 2008.

2007

  1. HAMMER,; DUMOULIN, J.; VOZEL, B. and CHEHDI, K. "Deblurring of UAV aerial images for civil structures inspection using Mumford-Shah/Total variation regularisation". In IEEE 5th Int. Symposium on Image and Signal Processing and Analysis (ISISPA), pages 262-267, 2007.
  2. LUKIN, V.V.; PONOMARENKO, N.N.; ABRAMOV, S.K.; VOZEL, B. and CHEHDI, K. "Improved Noise Parameter Estimation and Filtering of MM-Band SLAR Images". In IEEE Millimeter and Submillimeter Waves (MSW), pages 439-441, Karkov, Ukraine, 2007.
  3. USS, M.; LUKIN, V.V.; ABRAMOV, S.K.; VOZEL, B. and CHEHDI, K. "Joint estimation of multiplicative and impulsive noise parameters in remote sensing images with fractal structure". In IEEE (ICASSP), pages I581-I584, Honolulu, Hawaii, USA, 2007.
  4. BOUGENIERE, G.; CARIOU, C.; CHEHDI, K. and GAY, A. "Unsupervised non parametric data clustering by means of Bayesian inference and information theory". In IEEE Int. Conf. on Signal Processing and Multimedia Applications (SIGMAP), pages 101-108, Barcelona, Spain, 2007.
  5. MOGHRANI, M.; CARIOU, C. and CHEHDI, K. "Adaptive and co-operative segmentation system for mono and multicomponent images". In IEEE Int. Conf. SIGMAP, pages 204-207, Barcelona, Spain, 2007.
  6. LUKIN, V.V.; ABRAMOV, S.K.; ZELENSKY, A.A.; ASTOLA, J.T.; VOZEL, B. and CHEHDI, K. "Improved minimal inter-quantile distance method for blind estimation of noise variance in images". In SPIE Europe Remote Sensing Conf. Image and Signal Processing for Remote Sensing XIII, pages 67481I.1-67481I.12, Florence, Italy, 2007.
  7. RAHMANI, P.; VOZEL, B. and CHEHDI, K. "Image Restauration: A New Explicit Approach in Filtering and Restoration of Digital Images". In IEEE Int. Conf. SIGMAP, pages 200-203, Barcelona, Spain, 2007.
  8. BOUGENIERE,; CARIOU, C. and CHEHDI, K. "Classification bayésienne non paramétrique et non supervisée utilisant un critère entropique". In GRETSI, pages 517-520, 2007.
  9. RAHMANI,; VOZEL, B. and CHEHDI, K. "Restauration avec filtrage explicite des Images multicomposantes". In GRETSI, pages 37-40, 2007.

2006

  1. VOZEL, B.; CHEHDI, K. and BENAZZOUZ, N. "Multispectral Image Noise Identification". In Atlantic Europe Conference on Remote Imaging and Spectroscopy (AECRIS), pages 15-20, Preston, UK, 2006.
  2. PONOMARENKO, N.N.; LUKIN, V.V.; EGIAZARIAN, K.O.; ASTOLA, J.T.; VOZEL, B. and CHEHDI, K. "Hybrid Sigma Filter for Processing Images Corrupted by Multiplicative Noise". In IEEE Advanced Concepts for Intelligent Vision Systems (ACIVS), pages 45-54, Antwerp, Belgium, 2006.
  3. GAY,; OUGHAM, H.; TAYLOR, J.; DONNISON, I.; WAGSTAFF, C.; STEAD, A.; ROGERS, H.; CHEHDI, K.; VOZEL, B.; CARIOU, C.; LEBIHAN, M. and LEFEVRE, J. "Hyperspectral imaging in plant science: some case studies of various stresses on different species and at different scales under laboratory and natural lighting conditions". In Society for Experimental Biology main meeting, Canterbury, UK, 2006.
  4. USS, M.; LUKIN, V.V.; BARYSHEV, I.; VOZEL, B. and CHEHDI, K. "Joint Estimation of Additive and Impulsive Noise Parameters in Remote sensing Images with Fractal Structure". In IEEE of the Int. Conf. Modern Problems of Radio-engineering, Telecommunications and Computer Science (TCSET), pages 232-235, Lviv-Slavsko, Ukraine, 2006.
  5. LUKIN, V.V.; TSYMBAL, O.V.; VOZEL, B. and CHEHDI, K. "Processing Multichannel Radar Images by Modified Vector Sigma Filter for Edge Detection Enhancement". In IEEE (ICASSP), pages 833-836, Toulouse, France, 2006.
  6. VOZEL,; CHEHDI, K.; KLAINE, L.; LUKIN, V.V. and ABRAMOV, S.K. "Noise Identification and Estimation of its Statistical Parameters by Using Unsupervised Variational Classification". In IEEE (ICASSP), pages 841-844, Toulouse, France, 2006.
  7. CARIOU, and CHEHDI, K. "Semi-rigid registration of remote sensing airborne scanner images". In IEEE (ICASSP), pages 825-828, Toulouse, France, 2006.
  8. MOGHRANI, M.; CARIOU, C. and CHEHDI, K. "Multispectral Image segmentation by an adaptive cooperative system. Application to CASI images". In AECRIS, pages 72-76, Preston, UK, 2006.

2005

  1. LUKIN, V.V.; ABRAMOV, S.K.; VOZEL, B. and CHEHDI, K. "A method for blind automatic evaluation of noise variance in images based on bootstrap and myriad operations". In 12th Int. Symposium on Satellite Remote Sensing (SPIE), pages 299-310, Bruges, Belgium, 2005.
  2. KLAINE, L.; VOZEL, B. and CHEHDI, K. "Variational Method Using The Kuan Filtering Approach for The Restoration of Blurred Images with Multiplicative Noise". In 8th IEEE Int. Symposium on Signal Processing and its Applications (ISSPA), pages 343-346, Sydney, Australia, 2005.
  3. KLAINE, L.; VOZEL, B. and CHEHDI, K. "An integro-Differential Method for Adaptive Filtering of Additive or Multiplicative Noise". In IEEE (ICASSP), pages 1001-1004, 2005.
  4. KLAINE, L.; VOZEL, B. and CHEHDI, K. "Unsupervised Variational Classification Through Image Multi-Thresholding". In 13th European Signal Processing Conference (EUSIPCO), pages 4-7, Antalya, Turkey, 2005.
  5. CARIOU, C.; CHEHDI, K. and NAGLE, A. "Gravitational Transform for Data Clustering. Application to Multicomponent Image Classification". In IEEE (ICASSP), pages 105-108, Philadelphia, PA, USA, 2005.
  6. CARIOU, and CHEHDI, K. "Recalage semi-rigide d'images de scanner aéroporté". In GRETSI, pages 739-742, Louvain-la-Neuve, Belgique, 2005.
  7. KLAINE,; CHEHDI, K. and VOZEL, B. "Partitionnement optimal de l'image par minimisation d'un critère d'uniformité globale". In GRETSI, pages 1136-1139, Louvain-la-Neuve, Belgique, 2005.
  8. VOZEL,; CHEHDI, K. and DUMOULIN, J. "Restauration myope d'images pour l'inspection des ouvrages d'art par un système de vision embarqué sur drone". In GRETSI, pages 1072-1075, Louvain-la-Neuve, Belgique, 2005.
  9. KLAINE,; VOZEL, B. and CHEHDI, K. "Restauration des images floues et bruitées multiplicativement". In GRETSI, pages 1140-1143, Louvain-la-Neuve, Belgique, 2005.

2003

  1. ChROSENBERGER, and CHEHDI, K. "Unsupervised segmentation of multispectral images". In International Conference on Advances Concepts for Intelligent Vision Systems (ACIVS), Ghent, Belgium, 2003.
  2. KLAINE, L.; VOZEL, B. and CHEHDI, K. "Adaptive filtering of multiplicative noise by a new differential method". In IEEE Seventh International Symposium on Signal Processing and Its Applications (ISSPA), pages 437-440, 2003.
  3. KLAINE,; VOZEL, B.; CHEHDI, K. and VANDECANDELAERE, M.P. "Une nouvelle méthode de filtrage par approche intégro-différentielle". In GRETSI, pages 268-271, Paris, France, 2003.
  4. CARIOU, and CHEHDI, K. "Transformation gravitationnelle et application à la classification non supervisée d’images multicomposantes". In GRETSI, pages 926-929, Paris, France, 2003.