All Publications

Books:

Chapters in Books and Edited Conference Proceedings:

  • A. Heavens, J.L. Starck and A. Krone-Martins,  Eds., IAU Symposium 306 on Statistical Challenges in 21st Century Cosmology, Cambridge University Press, Cambridge (GB), 2015 (ISBN9781107078567).
  • F. Lanusse, J.-L. Starck, A. Woiselle and M.J. Fadili , "3D Sparse Representations", Advances in Imaging and Electron Physics , Advances in Imaging and Electron Physics , Academic Press: Elsevier Inc, pp. 99--204, 2014.
  • A. Leonard, J.-L. Starck, S. Pires , F.-X Dupe, Exploring the Components of the Universe Through Higher-Order Weak Lensing Statistics, Open Questions in Cosmology, Gonzalo J. Olmo (Ed.), ISBN: 978-953-51-0880-1, InTech, DOI: 10.5772/51871, 2012.
  • J. Schmitt, J.-L. Starck, J. Fadili, S. Digel, "Poisson Noise Removal in Spherical Multichannel Images: Application to FERMI Data", in Advances in Machine Learning and Data Mining for Astronomy, CRC Press, Taylor & Francis Group, Eds.: Michael J. Way, Jeffrey D. Scargle, Kamal M. Ali, Ashok N. Srivastava, p. 183-209, 2012.
  • S. Pires, J.-L. Starck, A. Leonard, and A. Refregier, "Weak Graviational Lensing", in Advances in Machine Learning and Data Mining for Astronomy, CRC Press, Taylor & Francis Group, Eds.: Michael J. Way, Jeffrey D. Scargle, Kamal M. Ali, Ashok N. Srivastava, p. 287-321, 2012.
  • P. Paykari and J.-L. Starck, "Cosmic Microwave Background Data Analysis", in Advances in Machine Learning and Data Mining for Astronomy, CRC Press, Taylor & Francis Group, Eds.: Michael J. Way, Jeffrey D. Scargle, Kamal M. Ali, Ashok N. Srivastava, p. 55-87, 2012.
  • A. Labatie, J.-L. Starck and M. Lachieze-Rey, "Statistical Study of the Galaxy Distribution", Advances in Modern Cosmology, Adnan Ghribi (Ed.), ISBN: 978-953-307-423-8, InTech, 2011.
  • J.-L. Starck, F. Murtagh, and M. Bertero, "The Starlet Transform in Astronomical Data Processing: Application to Source Detection and Image Deconvolution", Springer, Handbook of Mathematical Methods in Imaging, pp 1489-1531, 2011.
  • J.-L. Starck and M.J. Fadili, "Numerical Issues When Using Wavelets" , in Encyclopedia of Complexity and Systems Science , Meyers, Robert (Ed.) , Vol 14, pp 6352-6368. Springer New York, 2009.
  • M.J. Fadili, J.-L. Starck, "Curvelets and Ridgelets" , in Encyclopedia of Complexity and Systems Science , Meyers, Robert (Ed.), Vol 3, pp 1718-1738, Springer New York, 2009.
  • J. Bobin, J.-L. Starck, M.J. Fadili, and Y. Moudden, "Blind Source Separation: The Sparsity Revolution", Advances in Imaging and Electron Physics , Vol 152, pp 221 -- 306, 2008.
  • E. Pantin, J.-L. Starck, and F. Murtagh, "Deconvolution and Blind Deconvolution in Astronomy", in Blind image deconvolution: theory and applications , K. Egiazarian and P. Campisi (Eds), CRC Press, pp 277--317, 2007.
  • J.-L. Starck, M. Elad, and D.L. Donoho, "Redundant Multiscale Transforms and their Application for Morphological Component Analysis", Advances in Imaging and Electron Physics , 132, 2004.
  • Starck, J.-L. and Murtagh, F., Eds., Astronomical Data Analysis II, Proceedings of SPIE, Volume 4847, SPIE, Bellingham, 2002.
  • J-L. Starck, "Astronomical Data Analsyis: Perspectives from Multiscale Analysis", in Grands Relevés et Observatoires Virtuels, Ecole CNRS de Goutelas XXIV (2001), D. Egret and J.L. Halbwachs (Eds), pp 187--214, 2002.
  • J-L. Starck, "Non Linear Multiscale Transforms" , in Multiscale and Multiresolution Methods, T.J. Barth, T. Chan and R. Haimes (Eds), Springer, pp 239--278, 2002.
  • Starck, J.-L. and Murtagh, F., Eds., Astronomical Data Analysis, Proceedings of SPIE, Volume 4477, SPIE, Bellingham, 2001.
  • F. Murtagh and J.L. Starck, "Multiscale image and data analysis", in Encyclopedia of Microcomputers, Volume 26, Supplement 5, A. Kent and J.G. Williams, Eds., pp. 201--226, Marcel Dekker, 2001
  • J.L. Starck, "Data Analysis with ISOCAM", in IR Space Astronomy, today and tomorrow, EDP Sciences - Springer-Verlag Publishers, F. Casoli, J.L. Lequeux, and F. Davids Editors, pp. 63--87, 2000.

2017:

2016:

2015:

2014:

2013:

2012:

2011:

2010:

2009:

2008:

2007:

2006:

2005:

2004:

2003:

2002:

  • J.-L. Starck, E. Pantin and F. Murtagh, "Deconvolution in Astronomy: a Review" , Publication of the Astronomical Society of the Pacific, Vol. 114, pp 1051--1069, 2002.
  • J.L. Starck, E. Candes, and D.L. Donoho, "The Curvelet Transform for Image Denoising", IEEE Transactions on Image Processing , 11, 6, pp 670 -684, 2002.
  • F. Murtagh, J.-L. Starck and M. Louys, "Distributed Visual Information Management in Astronomy", IEEE/AIP Computing in Science and Engineering, Vol. 4, No. 6, pp 14--23, 2002.
  • F. Murtagh, M. Louys, J.-L. Starck, F. Bonnarel and M. Farid, "Compression of grayscale scientific and medical images - principles, environments, evaluation", IEE Electronics and Communication Engineering Journal, 1, 1, pp 111-127, 2002.
  • M. Farid, F. Murtagh and J.L. Starck, "Computer display control and interaction using eye-gaze" , Journal of the Society for Information Display, Vol 10, No 3, pp 289-29, 2002.
  • F. Murtagh and J.L. Starck, "Wavelets and Multiscale Transforms in Massive Data Sets", in Handbook of Massive Data Sets, J. Abello, P.M. Pardalos, and M.G.C. Resende Editors, Kluwer Academic Publishers, pp 473--500, 2002.
  • F. Murtagh, M. Louys, J.L. Starck and F. Bonnarel, "Compression of grayscale scientific and medical image data", CODATA Data Science Journal, 1, 111-127, 2002. Available at: "www.datasciencejournal.org" .

2001:

2000:

1999 and before:

  • F. Murtagh and J.-L. Starck, "Image processing through multiscale analysis and measurement noise modeling", Statistics and Computing journal, 10, 95-103 , 2000. 
  • M. Morehart, F. Murtagh and J.L. Starck, "Spatial representation of economic and financial measures used in agriculture via wavelet analysis", International Journal of Geographic Information Systems, 13, 557-576, 1999.
  • J.L. Starck, H. Aussel, D. Elbaz, D. Fadda, C. Cesarsky, "Faint source detection in ISOCAM images" , Astron. Astrophys Suppl. Ser., 138, pp 365--379, 1999.
  • D. Elbaz et al., "Source Counts from 15 micron ISOCAM Deep Surveys", Astronomy and Astrophysics, 351, pp L37-L40, 1999.
  • G. Zheng, J.L. Starck, J.G. Campbell and F. Murtagh, "Multiscale transforms for filtering financial data streams", Journal of Computational Intelligence in Finance, 7, 18-35, 1999. Paper available online.
  • J.L. Starck and F. Murtagh, "Multiscale entropy filtering" , Signal Processing, 76, 147-165, 1999.
  • M. Louys, J.L. Starck, S. Mei, F. Bonnarel, and F. Murtagh, "Astronomical Image Compression", Astronomy and Astrophysics Suppl. Ser. 136, 579-590 , 1999.
  • H. Aussel, C. Cesarsky, D. Elbaz, and J.L. Starck, "ISOCAM observations of the Hubble Deep Field with the PRETI method", Astronomy and Astrophysics , 342, 313--336, 1999.
  • J.L. Starck, et al, "ISOCAM Data Processing", Astronomy and Astrophysics Suppl. Ser., 134, 135--148 , 1999.
  • M. Louys, J.L. Starck and F. Murtagh, "Lossless Compression of Astronomical Images", Irish Astronomical Journal , Vol 26, pp 119-120, 1999.
  • J.-L. Starck and F. Murtagh, "Automatic noise estimation from the multiresolution support", Publications of the Astronomical Society of the Pacific, 110, 193-199, 1998.
  • J.-L. Starck, F. Murtagh and R. Gastaud, "A new entropy measure based on the wavelet transform and noise modeling", IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 45, 1118-1124, 1998.
  • F. Murtagh, J.-L. Starck and M. Louys, "Very high quality image compression based on noise modeling", International Journal of Imaging Systems and Technology, 9, 38-45, 1998.
  • J.L. Starck, M. Pierre, "Structure Detection in Low Intensity X-Ray Images", Astronomy and Astrophysics, Suppl. Ser. , 128, pp 397--407, 1998.
  • M. Pierre, and J.L. Starck, "X-ray structures in galaxy cores", Astronomy and Astrophysics , 330, 3, 801--818, 1998.
  • F. Murtagh and J.-L. Starck, "Pattern clustering based on noise modeling in wavelet space", Pattern Recognition, 31, 847-855, 1998. 
  • J.L. Starck, R. Siebenmorgen, and R. Gredel, "Spectral Analysis by the Wavelet Transform", Astrophysical Journal, Vol. 482, pp 1011--1020, 1997.
  • Murtagh, F., Aussem, A. and Starck, J.-L., "Multiscale data analysis - information fusion and constant-time clustering", Vistas in Astronomy, 41, 359-364, 1997. (Special issue, proceedings of European Science Foundation workshop, Granada, April 1997, editors R. Molina, F. Murtagh and A. Heck).
  • C.J. Cesarsky and all., "ISOCAM in flight", Astronomy and Astrophysics, 315, L32, 1996.
  • R. Siebenmorgen, and all., "First results from the ISOCAM parallel mode", Astronomy and Astrophysics, 315, L169, 1996.
  • M. Sauvage, and al., "ISOCAM Mapping of the Whirlpool Galaxy", Astronomy and Astrophysics, 315, L89, 1996.
  • E. Pantin and J.L. Starck, "Deconvolution of Astronomical Images using the Multiscale Maximum Entropy Method" , Astronomy and Astrophysics, Suppl. Ser., 118, pp 575--585, 1996.
  • Starck, J.-L., Murtagh, F., Pirenne, B. and Albrecht, M., "Astronomical image compression based on noise suppression" , Publications of the Astronomical Society of the Pacific, 108, 446-455, 1996.
  • Murtagh, F., Starck, J.-L. and Bijaoui, A., "Multiresolution in astronomical image processing: a general framework", International Journal of Imaging Systems and Technology, 6, 332-338, 1995.
  • Starck, J.-L., Murtagh, F. and Bijaoui, A., "Multiresolution support applied to image filtering and restoration", Graphical Models and Image Processing, 57, 420-431, 1995.
  • Murtagh, F., Starck, J.-L. and Bijaoui, A., "Image restoration with noise suppression using a multiresolution support", Astronomy and Astrophysics Supplement Series ,, 112, 179-189, 1995.
  • Bijaoui, A., Starck, J.-L. and Murtagh, F., "Restauration des images multi-échelles par l'algorithme à trous", Traitement du Signal, 11, 229-243, 1994.
  • Starck, J.-L. and Murtagh, F., "Image restoration with noise suppression using the wavelet transform", Astronomy and Astrophysics, 288, 342-348, 1994.
  • J.L. Starck, and A. Bijaoui, "Multiresolution Deconvolution", J. Opt. Soc. Am. A, 11, No 4, 1994.
  • J.L. Starck, A. Bijaoui, B. Lopez, and C. Perrier, "Image Reconstruction by the Wavelet Transform Applied to Aperture Synthesis", Astronomy and Astrophysics, 283, 349--360, 1994.
  • J.L. Starck, and A. Bijaoui, "Filtering and Deconvolution by the Wavelet Transform", Signal Processing, 35, 195--211, 1994.
  • P. Cruzalèbes, G. Schumacher and J.L. Starck, "Model Independent Mapping by Optical Aperture Synthesis. Basic principles and computer simulation", J. Opt. Soc. Am. A, 9, No 5, 1992.

    Other publications:

  • J.L. Starck, D.L. Donoho and E. Candes, invited paper, "Very High Quality Image Restoration", in SPIE conference on Signal and Image Processing: Wavelet Applications in Signal and Image Processing IX, A. Laine, M.A. Unser and A. Aldroubi Eds, Vol 4478, 2001.
  • J.L. Starck, invited paper, "Multiscale Methods in Astronomy", Statistical Challenges in Modern Astronomy III, July 18-21, 2001.
  • J.L. Starck, "Image Restoration: beyond wavelets", SPIE's International Technical Group Newsletter on Electronic Imaging, 18, 2, pp 30--40, 2001.
  • F. Murtagh, J.L. Starck, N. McMillan and J.G. Campbell, "Intelligent data modeling based on the wavelet transform and data entropy", W. Gaul, O. Opitz and M. Schader, Eds., Data Analysis: Scientific Modeling and Practical Applications , Springer-Verlag, pp. 273-284, 2000.
  • J.L. Starck, Habilitation à diriger des recherches, Université de Paris XI, France, Soutenue le 29 novembre 1999. French version: " Entropie multiéchelle: définition et applications " English version: " Multiscale entropy: definition and applications ".
  • F. Murtagh, and J.L. Starck, "New Image Modeling Approaches", Space Techniques for Environmental Risks (STER): Land Surface Use and Urban Issues, DG XII - Environment and Climate Programme, Advance Study Course, Strasbourg, 29 june - 10 july 1998.
  • J.L. Starck, F. Murtagh, and M. Louys, "High Quality Astronomical Image Compression", Vistas in Astronomoy, Vol. 41, No. 3, pp 439-446, 1997.
  • J.L. Starck, H. Aussel, D. Elbaz, and C. Cesarsky, "Faint Source Detection with ISOCAM using the PRETI method", in Extragalactic Astronomy in the Infrared, Editors G.A. Mamon and Trinh Xuân Thuân and J. Trân Thanh Vân, Editions Frontières, pp 481--486, 1997.
  • J.L. Starck,and E. Pantin, "Multiscale Maximum Entropy Images Restoration", Vistas in Astronomoy, Vol. 40, No. 4, pp1-6, 1996.
  • F. Murtagh, J.L. Starck, P.F. Honore, and W. Zeilinger, "Multiresolution Transforms for Object Detection and for Image Transmission", Vistas in Astronomoy, Vol. 40, No. 4, pp 595--602, 1996.
  • J.L. Starck, F. Murtagh, and D. Durand, "New Result in Astronomical Image Compression", NASA Science Information Systems Newsletter, Vol. II, 1996, Issue 39.
  • R. Siebenmorgen, J.L. Starck, D.A. Cesarsky, S. Guest, M. Sauvage, "ISOCAM Data Users Manual Version 2.1", ESA Document, Reference: SAI/95-222/Dc.
  • F. Murtagh, J.L. Starck, and A. Bijaoui, "Image Analysis using Multiresolution: New Results", ECF Newsletter, no. 22, pp. 6-8, 1995.
  • J.L. Starck and Fionn Murtagh, "Multiresolution Image Analysis using Wavelets: Recent Results", Bulletin of the American Astronomical Society, vol. 26, no. 2, pp. 1003-1005, 1994.
  • F. Murtagh and J.L. Starck, "Multiresolution Image Analysis using Wavelets: Some Recent Results and Some Current Directions", ECF Newsletter, 22, pp 19--20, 1994.
  • J.L. Starck and Fionn Murtagh, "Wavelet: A New MIDAS Context", ESO-MIDAS Courier, Vol. 3, No. 1, July 1993.
  • J.L. Starck, "The Wavelet Transform", MIDAS Manual, Version NO93.
  • F. Murtagh, W.W. Zeilinger, J.L. Starck, and H. Bohnardt, "Detection of Faint Extended Structures by Multiresolution Wavelet Analysis", ESO Messenger, No 73, September, pp 37--39, 1993.
  • J.L. Starck, "Analyse en Ondelettes et Imagerie à Haute Résolution Angulaire", Thesis, Université de Nice - Sophia Antipolis, France, 1992.