International Refeered Journals


  1. Z. A. Khan,  A. Beghdadi, M. Kaaniche, F. Alaya Cheikh, O. Gharbi, « A neural network based framework for effective laparoscopic video quality assessment », Computerized Medical Imaging and Graphics, 2022 Oct 1;101:102121(PDF)
  2. T-S. Nguyen, M. Luong, M. Kaaniche, L. H. Ngo, A. Beghdadi, « A novel multi-branch wavelet neural network for sparse representation based object classification »,Pattern Recognition, Vol.135, 2023,
  3. Z. Amiri, H. Hassanpour, A. Beghdadi; « Feature extraction for abnormality detection in capsule endoscopy images”, Biomedical Signal Processing and Control, Volume 71, Part B, January 2022, 103219, Elsevier, (PDF)
  4. Zhang Z, Jiang R, Zhang C, Williams B, Jiang Z, Li CT, Chazot P, Pavese N, Bouridane A, Beghdadi A. Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning. IEEE Trans Neural Syst Rehabil Eng. 2022 Jul 13;PP. doi: 10.1109/TNSRE.2022.3190467, (PDF)
  5. Z. Mortezaie, H. Hassanpour, A. Beghdadi, People re-identification under occlusion and crowded background, Springer, Multimedia Tools and Applications, March 2022(PDF)
  6. A. M. Rezki, A. Serir, A.  Beghdadi,  Blind image inpainting quality assessment using local features continuity,  Multimedia Tools and Applications, Volume 81, Issue 7 Mar 2022 pp 9225–9244; 
  7. Z. Amiri, H. Hassanpour, A. Beghdadi, « An Expanded MLP Neural Network for Fast Angiodysplasia Lesions Segmentation in Capsule Endoscopy Images”; . Int. J. Artif. Intell. Tools 31(2): 2250006:1-2250006:15 (2022)
  8. Z. Amiri, H. Hassanpour, A. Beghdadi; « Abnormalities Detection in Wireless Capsule Endoscopy Images using EM Algorithm »,  inVisual Computer (2022).
  9. R. Naseem, F.Alaya Cheikh, A. Beghdadi, K.Muhammad and M.Sajjad, « Cross-Modal Guidance Assisted Hierarchical Learning Based Siamese Network for MR Image Denoising”, Electronics 2021, 10(22), 2855;  (Open-Access), (PDF)
  10. Naseem R, Khan ZA, Satpute N, Beghdadi A, Cheikh FA, Olivares J. , « Cross-modality guided contrast enhancement for improved liver tumor image segmentation; IEEE Access. 2021 Aug 24., (PDF)
  11. Cheheb I, Al-Maadeed N, Bouridane A, Beghdadi A, Jiang R. Multi-Descriptor Random Sampling for Patch-Based Face Recognition. Applied Sciences. 2021 Jan;11(14):6303. (PDF)
  12. Z. Amiri, H. Hassanpour, A. Beghdadi, « A Computer-Aided Method for Digestive System Abnormality Detection in WCE Images« , Journal of Healthcare Engineering,vol. 2021, ID 7863113, 11 pages, 2021.; (Open Access)
  13. W. Guilly, L. Oudre, A. Beghdadi, « Video stabilization: overview, challenges and perspectives « ,   Signal Processing : Image Communication, Elsevier  Volume 90, (2021), 116015, ISSN 0923-5965, (PDF)
  14. O. El Harrouss, N. Al-Maadeed, S. Al-Maadeed, A. Bouridane, A. Beghdadi« A combined multiple action recognition and summarization for surveillance video sequences » , Springer  Applied Intelligence, 51690712 (2021)(Download PDF)
  15. A. Beghdadi, M. A. Qureshi, S. A. Amirshahi, A. Chetouani and M. Pedersen, « A Critical Analysis on Perceptual Contrast and its Use in Visual Information Analysis and Processing, » in IEEE Access., doi: 10.1109/ACCESS.2020.3019350 (Open Access)
  16. A. Shahkolaei, A. Beghdadi, M. Cheriet, « Blind quality assessment metric and degradation classification for degraded document images », Signal Process. Image Commun. , Volume 76, August 2019, Pages 11-21, (PDF)
  17. B. Sdiri, M. Kaaniche, F. Alaya-Cheikh, A. Beghdadi, J. O. Elle, « Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination », IEEE Transactions on Medical Imaging ( Volume: 38 , Issue: 1 , Jan. 2019 ), (PDF)
  18. C. Wang, F. Alaya Cheikh, M. Kaaniche, A. Beghdadi and O. Jakob Elle, “Variational based smoke removal in laparoscopic images” ,  BioMedical Engineering OnLine2018, 17:139,
  19. I. Bezzine, M. Kaaniche, Saadi Boudjit, Azeddine Beghdadi , « Sparse optimization of non separable vector lifting scheme for stereo image coding », J. Visual Communication and Image Representation 57: 283-293 (2018),  (PDF)
  20. A. Almaadeed, N.; Asim, M.; Al-Maadeed, S.; Bouridane, A.; Beghdadi, A. , « Automatic Detection and Classification of Audio Events for Road Surveillance Applications ».,  Sensors 201818, 1858. (IF 2.677 . open access)
  21. M. A. Qureshi, A. Beghdadi, M. Deriche, « Towards the design of a consistent image contrast enhancement evaluation measure. Sig. Proc.: Image Comm. 58: 212-227 (2017) (PDF)
  22. A. Saleem, A. Beghdadi, B. Boashash, « A distortion-free contrast enhancement technique based on a perceptual fusion scheme », .Neurocomputing 226: 161-167 (2017), (Download PDF)
  23. M. A. Qureshi,, M. Deriche, A. Beghdadi & A. Amin. (2017). A critical survey of state-of-the-art image inpainting quality assessment metrics. Journal of Visual Communication and Image Representation. 49. . 10.1016/j.jvcir.2017.09.006.(Download PDF)
  24. R. Palomar, F. Alaya Cheikh, B. Edwin, Å. Fretland, A. Beghdadi, O.Jakob Elle, « A novel method for planning liver resections using deformable Bézier surfaces and distance maps. Computer Methods and Programs in Biomedicine 144: 135-145 (2017), (PDF)
  25. M. R. Yagoubi, A. Serir, A. Beghdadi:, « A collaborative enhancement-compression approach for historical document images based on PDE-analysis. Digital Signal Processing 67: 61-75 (2017), (PDF)
  26. W. Hachicha, M. Kaaniche, A. Beghdadi, F. Alaya Cheikh, « No-reference stereo image quality assessment based on joint wavelet decomposition and statistical models. Sig. Proc.: Image Comm. 54: 107-117 (2017)
  27. S. Boudjit, A. Harfouche, A. Beghdadi, « A Lightweight Routing Protocol for aWireless Video Surveillance Platform: Implementation, Experiments and Perspectives. ICST Trans. Ambient Systems 4(13): e4 (2017)
  28. M. A. Qureshi, M. Deriche, A. Beghdadi, « Quantifying Blur in Color Images using Higher Order Singular Values », IET Electronics Letter, 2016, DOI: 10.1049/el.2016.1792
  29. R. Palomar, F. Alaya Cheikh, B. Edwin, A. Beghdadi, O. Jakob Elle, « Surface reconstruction for planning and navigation of liver resections. Comp. Med. Imag. and Graph. 53: 30-42 (2016)
  30. B . E. Dakkar , F. Hachouf, A. Beghdadi, « Blind image quality assessment method based on a particle swarm optimization support vector regression fusion scheme. J. Electronic Imaging 25(6): 61623 (2016)
  31. M. R. Yagoubi, A. Serir, A. Beghdadi, « Joint enhancement-compression of handwritten document images through DjVu encoder » . J. Visual Communication and Image Representation 41: 324-338 (2016), (PDF)
  32. S. Megrhi, M. Jmal, W. Souidène, A. Beghdadi, « Spatio-temporal action localization and detection for human action recognition in big dataset », . J. Visual Communication and Image Representation 41: 375-390 (2016), (Download PDF)
  33. A. Lahoulou, M- C. Larabi, A. Beghdadi, E. Viennet, and A. Bouridane. Knowledge based taxonomic scheme for full reference objective image quality measurement models »  Journal of Imaging Science and Technology, Volume 60, Number 6, November 2016, pp. 60406-1-60406-15(15)
  34. W. Hachicha, M. Kaaniche, A. Beghdadi, F. Alaya-Cheikh, « Efficient inter-view bit allocation methods for stereo image coding »,  IEEE Transactions on Multimedia 17(6)765-777 (2015), (PDF)
  35. T. T. Dang, A. Beghdadi, M-C. Larabi, « A perceptual image completion approach based on a hierarchical optimization scheme »,  in Signal Processing, Volume 103, October 2014, Pages 127–141 ,  (PDF)
  36. P. B. Nguyen, A. Beghdadi and M. Luong,  An Efficient Perceptual Watermarking Scheme using a New JND Model, Signal Processing: Image Communication, Elsevier, Volume 28, Issue 10, November 2013, Pages 1506–1525, (PDF)
  37. Z. Haddad, A. Beghdadi, A. Serir, A. Mokraoui, “Wave atoms based compression method for fingerprint images « , Pattern Recognition, Vol. 46, Issue 9, September 2013,  pages 2450–2464, (Download PDF)
  38. A. Beghdadi, M-C. Larabi, A. Bouzerdoum, K. M. Iftekharuddin, « A Survey of Perceptual Image Processing Methods », Signal Processing: Image Communication, Volume 28, Issue 8, September 2013, Pages 811–831
  39. A. Serir, A. Beghdadi, F. Kerouh, “No-reference blur image quality measure based on multiplicative multiresolution decomposition”, Journal of Visual Communication and Image Representation, Volume 24, Issue 7, October 2013, Pages 911–925, (Download PDF)
  40. A. Beghdadi, A. Bouzerdoum, K. M. Iftekharuddin, and M-C. Larabi, « Biologically inspired approaches for visual information processing and analysis »,  Signal Processing: Image Communication , 28(8):809 -810, 2013
  41. Y. Niu, M. Kyan, L. Ma, A. Beghdadi, S. Krishnan, « Visual saliency’s modulatory effect on just noticeable distortion profile and its application in image watermarking », Signal Processing: Image Communication, Volume 28, Issue 8, September 2013, Pages 917–928, (download PDF)
  42. Q.B. Do,A. Beghdadi, M. Luong, « Color Mismatch Compensation Method Based On a Physical Model, » IEEE Transactions on Circuits and Systems for Video Technology, Vol.3, Issue 2, 2013, pp.244-257, (Dowload PDF)
  43. A. Saleem, A. Beghdadi, B. Boashash, “Image fusion-based contrast enhancement”, EURASIP Journal on Image and Video Processing 2012, 2012:10 (16 May 2012),
  44. Chetouani, A. Beghdadi, M. Deriche, “A Hybrid System for Distortion Classification and Image Quality Evaluation », Signal Processing : Image Communication 2012, Volume 27, Issue 9, October 2012, Pages 948–960, ( Download PDF ).
  45. S. Chen, A. Beghdadi, « Natural Enhancement of Color Image », Eurasip Journal on Image and Video Processing, Volume 2010 (2010), Article ID 175203, 19 pages,doi:10.1155/2010/175203
  46. M. Luong, Q. Do, A. Beghdadi, « A blind image watermarking using multi-resolution visibility map « Journal of Global Optimization, DOI: 10.1007/s10898-010-9570-4 (3 July 2010)
  47. A. Lahoulou, E. Viennet, A. Beghdadi, «  Selecting Low-level Features for Image Quality Assessment by Statistical Methods », CIT. Journal of computing and information technology    ISSN  1330-1136, 2010, vol. 18, n°2, pp. 183-189,  (PDF)
  48. P.L.M. Bouttefroy, S. Bouzerdoum, A. Beghdadi and S. L. Phung, «  Integrating the Projective Transform with Particle Filtering for Visual Tracking », EURASIP Journal on Image and Video Processing, vol. 2011, Article ID 839412, 11 pages, 2011. doi:10.1155/2011/839412, (PDF)
  49. D. Cherifi,A. Beghdadi, A. H. Belbachir, “Color contrast enhancement method using steerable pyramid transform”, International Journal of Signal, Image and Video Processing June 2010, Volume 4, Issue 2, pp 247-262, (Dowload PDF)
  50. A. Chetouani, G. Mostafaoui, A. Beghdadi, “Deblocking filtering method using a perceptual map”, Signal Processing: Image Communication, Volume 25 Issue 7, August, 2010, Pages 527-534
  51. W. Souidene, K. Abed-Meraim, A. Beghdadi, “A new look to Multichannel Blind Image Deconvolution” IEEE Transactions on Image Processing 2009-Jul; vol 18 (issue 7) : pp 1487-500
  52. A. Beghdadi, R. Iordache, “Image quality Assessment using the Joint Space/ Spatial-Frequency Representation”, EURASIP Journal on Applied Signal Processing, Volume 2006, Article ID 80537, 2006, Pages 1–8.(PDF)
  53. A. Beghdadi, M. Mesbah, J. Monteil, « A Fast Incremental Approach for Accurate Measurement of the Displacement Field « , Image and Vision Computing Journal, 21, (2003), pp.383-399 (PDFSofware
  54. A. Boudraa, A. Beghdadi, S.M.R. Dehak and R. Iordache. Fuzzy block truncation coding. Optical Engineering , Vol.41, N°12, 3161-3167,2002.
  55. A. Beghdadi & K. Belkacem-Boussaïd, « Outils d’amelioration de la qualite d’images inspirés des mécanismes rétino-corticaux » special issue of the « AMADEIA Control, Computer Science and Signal Processing » Journal ( Best papers of ISIVC’2000 ); Special issue, pp.1-11, Mars 2000.
  56. K. Belkacem-Boussaïd , A. Beghdadi, « A New Image Smoothing Method Based on a Simple Model of Spatial Processing in the Early Stages of Human Vision », IEEE Transactions on Image Processing, Vol.9, N°2, February 2000, pp.220-226. (PDF)
  57. J. Monteil, A. Beghdadi, P. Viaris de Lesegno, « Mesure du champ de déformation par une technique incrémentale de flux optique »- la Revue de Métallurgie – CIT , tome 97, N°.2, février 2000, pp.229-238.
  58. J. Monteil, A. Beghdadi,  » A New Interpretation and improvement of the Nonlinear Anisotropic Diffusion for Image Enhancement « , IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.21, N°9,1999, 940-946. (PDF)
  59. A-O. Boudraa, J. Champier, M. Djebali, F. Behloul, A. Beghdadi,  » Analysis of Dynamic Nuclear Cardiac Images by Covariance Function « , Computerized Medical Imaging and Graphics, vol.23,1999, 181-191.
  60. C. Andraud, J. Lafait, A. Beghdadi,  » Entropic model for the optical properties of heterogeneous media : validation on granular gold films near percolation « , Physical Review B, Vol.57, (1998), 13227-13234
  61. A. Beghdadi, A. Khellaf,  » A noise filtering method using a local information measure « , IEEE Transactions on Image Processing, 6, N°6, June 1997, 1-4. (PDF)
  62. Andraud, J. Lafait, A. Beghdadi, J. Peiro,  » Entropy applied to morphological analysis and modelisation of nanomaterial optical properties « , Journal de Physique III, 7, (1997), 549-557
  63. C. Andraud, A. Beghdadi,  E. Haslund, R. Hilfer, J. Lafait, B. Virgin,  » Local Entropy Characterization of correlated random microstructures  » , Physica A, vol. 235, (1997), 307-318
  64. C. Andraud, J. Lafait, A. Beghdadi, J. Peiro,  » Experimental validation on granular metallic films of an optical model based on the entropic analysis of their morphology « , Physica A, vol. 241, (1997), 133-137.
  65. N. Ben Amar, A. Beghdadi and P. Viaris De Lesegno,  » An All-Digital Method for Accurate Measurements of Mechanical Deformations « , Scanning, The Journal of Scanning Microscopy, Vol.18, 3, (1996),pp.327-330.
  66. N. Ben Amar, A. Beghdadi and P. Viaris De Lesegno,  » The Use of Morphological Filters in Computing Displacement fields in a Sequence of S.E.M. Images « , Microscopy Microanalysis Microstructures Vol.7, N°4, (1996), pp.207-215.
  67. A. Beghdadi, A. Le Négrate, P. Viaris De Lesegno.,  » Entropic thresholding using a block source model  » , Computer Vision Graphics and Image Processing : Graphical Models and Image Processing, Vol.57, N°.3, May, pp.197-205, 1995, Software
  68. Andraud, A. Beghdadi, J. Lafait, » Entropic Analysis of Random Morphologies « , Physica A.207, (1994), 208- 212.
  69. A. Beghdadi, C. Andraud, J. Lafait, J. Peiro and M. Perreau,  » Entropic and multifractal analysis of disordered morphologies « , Fractals , Vol. 1, N°3, 1993, 671-679. (PDF)
  70. A. Khellaf, A. Beghdadi, H. Dupoisot,  » Entropic Contrast Enhancement « , IEEE Transactions on Medical Imaging, Vol. 10, N° 4 , Dec. 1991. (PDF)
  71. A. Le Négrate, A. Beghdadi and H. Dupoisot., « An Image Enhancement Technique and its Evaluation through Bimodality Analysis « , Computer Vision Graphics and Image Processing : Graphical Models and Image Processing, Vol. 54, N°. 1, Jan. 1991, 13-22., Software
  72. A. Beghdadi, A. Le Négrate. » Contrast Enhancement Technique Based on the Local Detection of Edges « , Computer Vision Graphics and Image Processing, 46, 1989, 162-174., Software
  73. A. Beghdadi, M. Gadenne, P. Gadenne, J. Lafait, A. Le Négrate, A. Constans.  » Criticism of the Image Analysis Gold Discontinuous Thin Films « , Physica 157, 1989, 64-67.
  74. A. Beghdadi, A. Le Négrate, A. Constans.,  » Digital Information Retrieval Treatment « , Acta Stereol. 1989; 8/2 : 331-336.
  75. L. Allais, A. Beghdadi, T. Bretheau.,  » Phase Morphology Yielding Behaviour of Fe/Ag Two Phase Material « , Acta Stereol. 1989, 8/2 : 169-174.
  76. P. Gadenne, A. Beghdadi, J. Lafait.  » Optical Cross-Over Analysis of Granular Gold Films at Percolation Threshold « , Optics Communications., Vol. 65, 1, Jan. 1988, 17-21.
  77. A. Beghdadi, J. Lafait, P. Gadenne, A. Constans, O. Bouet.  » Thin Film Morphology « , Acta Stereol. Vol. 6/III, Dec. 1987, 809-814.
  78. P. Gadenne, A. Beghdadi, J. Lafait.,  » Croissance de Couches Minces d’ Or sur Verre – Structure Fractale – Propriétés Optiques et Electriques à la Percolation « , J. Microsc. Spectrosc. Electron., Vol. 12, 1987, 477-485.
  79. A. Beghdadi, A. Constans, P. Gadenne, J. Lafait,  » Optimum Image Processing for Morphological Study of Granular Thin Films « , Rev. Phys. Appl., Jan. 1986, 73-80

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