Image Reconstruction and Restoration


Publications


Blind source separation

E. Salerno
Blind does not mean visually challenged: Extracting source signals from mixed data
in M. Malcangi, Ed., Selected Papers from DSP Application Day 2009, Milano, Italy, CLUP, 2010, pp. 77-89, ISBN 978-88-6301-034-3.

C. F. Caiafa, E. Salerno, A. N. Proto, L. Fiumi
Blind spectral unmixing by local maximization of non-Gaussianity
Signal Processing, Vol. 88, No. 1, pp. 50-68, January 2008, DOI: 10.1016/j.sigpro.2007.07.011.

C. F. Caiafa, E. Salerno, A. N. Proto,
Blind Source Separation Applied to Spectral Unmixing: Comparing Different Measures of Nongaussianity
Lecture Notes in Artificial Intelligence, Vol. 4694, pp. 1-8, Springer, September 2007, DOI: 10.1007/978-3-540-74829-8_1.

C. F. Caiafa, E. Salerno, A. N. Proto, L. Fiumi,
Dependent component analysis as a tool for blind spectral unmixing of remote-sensed images
Proc. EUSIPCO 2006, Florence, Italy, 4-8 September 2006.

A. Tonazzini, L. Bedini, E. Salerno,
A Markov model for blind image separation by a mean-field EM algorithm
IEEE Trans. on Image Processing, Vol. 15, No. 2, pp. 473-482, February 2006, DOI: 10.1109/TIP.2005.860323.

A. Tonazzini, L. Bedini, E.E. Kuruoglu, E. Salerno,
Blind separation of auto-correlated images from noisy mixtures using MRF models
Proc. ICA2003, Nara, Japan, April 2003, pp. 675-680.


Optical Flow

R. Ciampini, L. Blanc-Féraud, M. Barlaud, E. Salerno
Motion-Based Segmentation by means of Active Contours
in Proc. ICIP'98, pp.667-670, DOI: 10.1109/ICIP.1998.723613

L. Bedini, A. Cannata, M. Ferraro, E. Salerno and A. Tonazzini
Visual Module Integration for Optical Flow Estimation
in S. Theodoridis, I. Pitas, A. Stouraitis, N. Kalouptsidis, Editors, Signal Processing IX: Theories and Applications, Vol. III, pp. 1577-1580, 1998.


Spectrum Extrapolation

E. Salerno
Eigenvalue Analysis of the Gerchberg Method in the 2D Band-Pass Case: Limited-Angle Data
in Atti 4º Congresso Nazionale della Società Italiana di Matematica Applicata e Industriale - SIMAI'98, Giardini-Naxos, Italy, 1-5/06/1998, Vol. 2, pp. 180-182.

E. Salerno
Superresolution Capabilities of the Gerchberg Method in the Band-Pass Case: An Eigenvalue Analysis
Int. J. of Imaging Systems and Technology, Vol. 9, No. 2/3, pp. 181-188, 1998, DOI: 10.1002/(SICI)1098-1098(1998)9:2/3<181::AID-IMA15>3.0.CO;2-#

E.A. Salerno
Eigenvalue Analysis of an Iterative Super-Resolution Operator for 2D Band-Pass Images
in Atti 3º Congresso Nazionale della Società Italiana di Matematica Applicata e Industriale - SIMAI'96, Salice Terme, Italy, 27-31/05/1996, pp. 518-520.

E.A. Salerno
Achieving Super-Resolution with Band-Pass Images
in J. Vandewalle, R. Boite, M. Moonen, A. Oosterlink, Editors, Signal Processing VI: Theories and Applications, Vol. III Elsevier 1992, pp. 1417-1420, DOI: 10.1016/B978-0-444-89587-5.50057-8


Energy-Minimization Methods for Image Reconstruction

L. Bedini, I. Gerace, E. Salerno and A. Tonazzini
Models and Algorithms for Edge-Preserving Image Reconstruction
in P.W. Hawkes, Ed., Advances in Imaging and Electron Physics, Vol. 97, Academic Press, 1996, pp. 85-189, DOI: 10.1016/S1076-5670(08)70094-6

L. Bedini, E. Salerno and A. Tonazzini
Edge-Preserving Tomographic Reconstruction from Gaussian Data Using a Gibbs Prior and a Generalized Expectation-Maximization Algorithm
Int. J. on Imaging Syst. & Technology, Vol. 5, No. 3, Fall 1994, pp. 231-238, DOI: 10.1002/ima.1850050306

L. Bedini, L. Benvenuti, E. Salerno and A. Tonazzini
A Mixed-Annealing Algorithm for Edge Preserving Image Reconstruction Using a Limited Number of Projections
Signal Processing, Vol. 32, No. 3, June 1993, pp. 397-408, DOI: 10.1016/0165-1684(93)90009-Y.

E. Salerno, L. Bedini, L. Benvenuti, and A. Tonazzini
GEM Algorithm for Edge-Preserving Reconstruction in Transmission Tomography from Gaussian Data
in D.C. Wilson and J.N. Wilson, Editors, Mathematical Methods in Medical Imaging II, Proc. SPIE 2035, 1993, pp. 156-165, DOI: 10.1117/12.146597

L. Bedini, M.G. Pepe, E. Salerno and A. Tonazzini
Non-Convex Optimization for Image Reconstruction with Implicitly Referred Discontinuities
in G. Vernazza et al., Editors, Image Processing: Theory and Applications, Elsevier, 1993, pp. 263-266.

L. Bedini, L. Benvenuti, E. Salerno and A. Tonazzini
Edge Preserving Tomographic Reconstruction from Few Projections
in J. Vandewalle, R. Boite, M. Moonen, A. Oosterlink, Editors, Signal Processing VI: Theories and Applications, Elsevier, 1992, pp. 1445-1448, DOI: 10.1016/B978-0-444-89587-5.50064-5

E. Salerno and A. Tonazzini
2D Image Reconstruction from Sparse Line-Integral Data
Signal Processing, Vol. 23, No. 2, May 1991, pp. 193-203, DOI: 10.1016/0165-1684(91)90073-R.

E. Salerno and A. Tonazzini
Image Reconstruction from Line-Integral Data: A Regularization Approach
in L. Torres, E. Masgrau and M.A. Lagunas, Editors, Signal Processing V: Theories and Applications, Elsevier 1990, pp. 913-916.



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