Publications

• Emmanuel Candes home page. See also his curvelet web page.
• David Donoho home page. See also his beamlab web page.
• Jean-Luc Starck home page See also:
  • Wavelet, Ridgelet and Curvelet on the Sphere.
  • Morphological Component Analysis (MCA) and its applications for texture separation, inpainting, morphological component separation, ...
  • Astronomical Image and Data Analysis, Springer, second edition, forthcoming.
• Martin Vetterli home page .
• Minh N. Do home page
• Jalal Fadili home page

• 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.
• J.-L. Starck, M.K. Nguyen and F. Murtagh, "Wavelets and Curvelets for Image Deconvolution: a Combined Approach", Signal Processing, 83, 10, pp 2279-2283, 2003.
• J.-L. Starck, F. Murtagh, E. Candes, and D.L. Donoho, "Gray and Color Image Contrast Enhancement by the Curvelet Transform", IEEE Transaction on Image Processing, 12, 6, pp 706--717, 2003.
• J.-L. Starck, E. Candes, and D.L. Donoho, "Astronomical Image Representation by the Curvelet Tansform" , Astronomy and Astrophysics, 398, 785--800, 2003.
• 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.
• J.L. Starck, D.L. Donoho and E. Candes, "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.

Experiments

Gray Image filtering by the Ridgelet Transform:

• Line segment detection by the ridgelet transform

• Spectrogram filtering by the ridgelet transform

Gray Image filtering by the Curvelet Transform:

• Line segment detection by the wavelet and the curvelet transform

• Simulation with the classical Lena image

• Simulation with a finger print image

• Simulation with a brain image

Color Image filtering by the Curvelet Transform:

• Simulation with the classical Lena image

• Simulation with the Barbara image

Combined Filtering Method ( See this paper ) :

• Simulation with the classical Lena image

• Morphological Component Analysis (MCA)

Contrast Enhancement by the Curvelet Transform

• Saturn image.

• Kodak image (gray image) of the day 14/05/01.

• Kodak image (color image) of the day 14/05/01.

• Kodak image (color image) of the day 11/12/01.

• Satallite image.

• Opthalmic gray image .

• J.-L. Starck, N. Aghanim and O. Forni, "Detecting Cosmological non-Gaussian Signatures by Multi-scale Methods" , Astronomy and Astrophysics, 416, 9--17, 2004.
• J.-L. Starck, V.J. Martinez, D.L. Donoho, O. Levi, P. Querre, E. Saar, "Analysis of the Spatial Distribution of Galaxies by Multiscale Methods", Eurasip Journal on Applied Signal Processing, special issues on applications of signal processing in Astrophysics and Cosmology , to appear.
• J. Jin, J.-L. Starck, D.L. Donoho, N. Aghanim and O. Forni, "Cosmological non-Gaussian Signature Detection: Comparing Performance of Different Statistical Tests", Eurasip Journal on Applied Signal Processing, special issues on applications of signal processing in Astrophysics and Cosmology , to appear.

• Comparison between PDE and Wavelets for color image restoration.