Laurent Cohen's selected Publications (1987-2023)

See also :

• Main Publications available on the web (1987-2023) according to chronology

• Main Publications available on the web (1987-2023) according to subjects

• Selected Publications available on the web (1987-2023)

• list of main publications 1983-2023 PDF file

• Google Scholar L D COHEN: 50 first publications between 3688 and 50 citations (as of September 2023)

• ResearchGate page for partial contributions : RG Score 36 (as of September 2021; this score does not exist anymore)

• Brief  2 pages CV

• CV with complete list of publications (sept 2021)

• Laureat 2009 du Grand Prix EADS de l'Academie des Sciences

• IEEE Fellow

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  1. Complete blow-up after ${T}_{max}$ for the solution of a semilinearheat equation. P.~Baras and Laurent~D. Cohen. Journal of Functional Analysis}, 71(1):142--174, March 1987.

   

  Deformable Models, Minimal Paths and Fast Marching. Applications to Medical Image Analysis.

  2. On active contour models and balloons. Laurent D. Cohen. Computer Vision, Graphics, and Image Processing : Image Understanding (CVGIP:IU), 53(2):211--218, March 1991 (327k).

  3. Finite element methods for active contour models and balloons for {2-D} and {3-D} images. Laurent D. Cohen and Isaac Cohen. IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-15(11), November 1993.

  4. Tracking and motion analysis of the left ventricle with deformable superquadrics. Analyzing the deformation of the left ventricle of the heart with a parametric deformable model E.~Bardinet, Laurent~D. Cohen, and N.~Ayache. in MEDIA, Medical Image Analysis, 1996.

  5. Global minimum for active contour models: A minimal path approach Laurent D. Cohen and R.~Kimmel. in International Journal of Computer Vision, August 1997.

  6. Fast extraction of minimal paths in 3D images and application to virtual endoscopy. T.~Deschamps and L.D. Cohen. in Medical Image Analysis, 5(4):281--299, December 2001. Videos in the web version of the journal.

  7. A new Image Registration Technique with Free Boundary Constraints : Application to Mammography. Frederic Richard and Laurent D. Cohen. in Computer Vision and Image Understanding, Special Issue of on Nonrigid Image Registration, Volume 89, Issues 2-3, Pages 166-196 February - March 2003.

  8. Fast Constrained Surface Extraction by Minimal Paths. Roberto Ardon and Laurent D. Cohen. International Journal on Computer Vision, Special Issue on Variational and Level Set Methods in Computer Vision (VLSM 2003), 69(1):127--136, August 2006. (pdf file 0.6M)

  9. Fast 3D Brain Segmentation Using Dual-front Active Contours With Optional User-Interaction. , Hua Li, Anthony Yezzi and Laurent D. Cohen. International Journal of Biomedical Imaging, Special issue on Recent Advances in Mathematical Methods for the Analysis of Biomedical Images. 2006. (pdf file 3M)

  10. A new implicit method for surface segmentation by minimal paths in {3D} images. , Roberto Ardon, Laurent D. Cohen and Anthony Yezzi. Applied Mathematics and Optimization, 55(2):127-144, March 2007. (pdf file 1.2M)

  11. Segmentation of 3D tubular objects with adaptive front propagation and minimal tree extraction for 3D medical imaging. Laurent D. Cohen and Thomas Deschamps. Computer Methods in Biomechanics and Biomedical Engineering, 10(4):289 - 305, August 2007.

  12. Fast Object Segmentation by Growing Minimal Paths from a Single Point on 2D or 3D Images Fethallah Benmansour and Laurent D. Cohen. Journal of Mathematical Imaging and Vision, 2009.

  13. Tubular Structure Segmentation Based on Minimal Path Method and Anisotropic Enhancement. Fethallah Benmansour and Laurent D. Cohen, In International Journal of Computer Vision, April 2011, Volume 92, Number 2, Pages 192-210.

  14. Non-local Active Contours. Miyoun Jung, Gabriel Peyre and Laurent D. Cohen.In SIAM Journal on Imaging Sciences, 2012.

  15. Geodesic voting for the automatic extraction of tree structures. Methods and applications. Youssef Rouchdy and Laurent D. Cohen. In Computer Vision and Image Understanding, 117(10):1453-1467, 2013.

  16. Longitudinal deformation models, spatial regularizations and learning strategies to quantify Alzheimers disease progression. Jean-Baptiste Fiot, Hugo Raguet, Laurent Risser, Laurent D. Cohen, Jurgen Fripp and Fran¸cois-Xavier Vialard, ADNI. In NeuroImage: Clinical , 4:718-729, May 2014.

  17. Automatic Detection and Segmentation of Kidneys in 3D CT Images Using Random Forests. R. Cuingnet, R. Prevost, D. Lesage, L. Cohen, B. Mory, R. Ardon, In Proc. 15th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2012), LNCS 7512, Springer 2012, Nice, France, october 1-5, 2012

  18. Joint Co-Segmentation and Registration of Ultrasound Images Raphael Prevost, Remi Cuingnet, Benoit Mory, Jean-Michel Correas, Laurent D. Cohen, and Roberto Ardon In Proc. 23rd biennal International Conference on Information Processing in Medical Imaging (IPMI 2013), Asilomar, California, USA on June 29 - July 3, 2013

  19. Combination of piecewise geodesic paths for interactive segmentation. Julien Mille, S´ebastien Bougleux and Laurent D. Cohen. in International Journal of Computer Vision, 112(1):1-22, March 2015.

  20. Geodesic Distance and Curves Through Isotropic and Anisotropic Heat Equations on Images and Surfaces. Fang Yang and Laurent D. Cohen. in Journal of Mathematical Imaging and Vision, Special Issue on Shape Analysis Beyond the Eikonal    Equation, 55(2):210-228, June 2016

  21. Incorporating Shape Variability in Image Segmentation via Implicit Template Deformation. R. Prevost, R. Cuingnet, B. Mory, L. D. Cohen and R. Ardon. in Biomedical Image Segmentation: Advances and Trends, CRC Press, 2016, pp 1-34. See Also Book Chapter. R. Prevost, R. Cuingnet, B. Mory, L. D. Cohen and R. Ardon. in Biomedical Image Segmentation: Advances and Trends, CRC Press, 2016, pp 1-34.

  22. Finsler Geodesic Evolution Model for Region based Active Contours, Da Chen and Jean-Marie Mirebeau and Laurent D. Cohen In Proc. British Machine Vision Conference (BMVC 2016), York County, UK, 19 22 September 2016

  23. Global Minimum For A Finsler Elastica Minimal Path Approach. Da Chen, Jean-Marie Mirebeau and Laurent D. Cohen. in International Journal of Computer Vision, issue 03 2017   

  24. Fast Asymmetric Fronts Propagation for Image Segmentation. Da Chen and Laurent D. Cohen. in Journal of Mathematical Imaging and Vision, Volume 60 Issue 6, July 2018, Pages 766-783.      

  25. Minimal Paths for Tubular Structure Segmentation with Coherence Penalty and Adaptive Anisotropy. Da Chen, Jiong Zhang and Laurent D. Cohen, in IEEE Trans. on Image Processing, Volume 14 Issue 8, August 2018.                    

  26.  A Generalized Asymmetric Dual-front Model for Active Contours and Image Segmentation.
      Da Chen, Jack Spencer, Jean-Marie Mirebeau, Ke Chen, Ming-Lei Shu and Laurent D. Cohen.
        in     IEEE Trans. on Image Processing, Volume 30, May 2021, Pages 5056-5071. 10.1109/TIP.2021.3078102t;. ;hal-03425885t;    

  27. Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement. Da Chen, Jian Zhu, Xinxin Zhang, Ming-Lei Shu and Laurent D. Cohen.
       in     IEEE Trans. on Image Processing    ,  Volume 30, May 2021, Pages 5138-5153.  10.1109/TIP.2021.3078106t;. ;hal-02996798t;

  28.  Fast Marching Energy CNN.
      Theo Bertrand, Nicolas Makaroff and Laurent D. Cohen.
        In     Proc. 9th International Conference on Scale Space and Variational Methods in Computer Vision (SSVM 2023), Sardinia - Italy, May 21-25 2023.

  29. Curvilinear Structure Tracking Based on Dynamic Curvature-penalized Geodesics. Li Liu, Mingzhu Wang, Shuwang Zhou, Minglei Shu, Laurent D. Cohen and Da Chen.
       in     Pattern Recognition, Volume 134, August  2023
      Pages 766-783.
       https://doi.org/10.1016/j.patcog.2022.109079

  30.  Computing geodesic paths encoding a curvature prior for curvilinear structure tracking. Da Chen, Jean-Marie Mirebeau, Minglei Shu and Laurent D. Cohen.
       in     PNAS, Proceedings of the National Academy of Sciences of the United States of America, Volume 120 (33), August 7, 2023. 10.1073/pnas.22188691

  31.  Geodesic Models With Convexity Shape Prior.
      Da Chen, Jean-Marie Mirebeau, Minglei Shu, Xuecheng  Tai  and Laurent D. Cohen.
        in     IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), volume 45, no. 07, pp. 8433-8452, 2023.  https://doi.org/10.1007/s11263-023-01881-z

  32.  A Region-Based Randers Geodesic Approach for Image Segmentation.
      Da Chen, Jean-Marie Mirebeau, Huazhong Shu and Laurent D. Cohen.
        in     International Journal of Computer Vision (IJCV),  2023
       doi: 10.1109/TPAMI.2022.3225192                                              

  33.   Some overview Papers

  34. Chemins Minimaux et Modeles Deformables en Analyse d'Images, Minimal Paths and Deformable Models for Image Analysis (in French). Laurent D. Cohen. Conference pleniere invitee. In Actes Journees d'etudes SEE: Le Traitement d'Images a l'Aube Du XXIeme Siecle, Paris, France, Mars 2002. (pdf file 2.4M).

  35. Avoiding Local Minima for Deformable Curves in Image Analysis. Laurent Cohen. In Curves and Surfaces with Applications in CAGD , A. Le Mehaute, C. Rabut, and L. L. Schumaker (eds.), Vanderbilt Univ. Press, Nashville, 1997 ( PS.GZ). (deals with balloons, minimal paths and region-based snakes).

  36. Minimal Paths and Fast Marching Methods for Image Analysis. Laurent~D. Cohen, In Mathematical Models in Computer Vision: The Handbook, Nikos Paragios and Yunmei Chen and Olivier Faugeras Editors, Springer 2005. (pdf file 0.8M)

  37. Geodesic Methods for Shape and Surface Processing, Gabriel Peyre and Laurent D. Cohen in Advances in Computational Vision and Medical Image Processing: Methods and Applications, Springer, 2009.

  38. Talk given at College de France An overview of my work on geodesics and Image Analysis. January 2009

  39. Geodesic Methods in Computer Vision and Graphics, Gabriel Peyre, Mickaël Pechaud, Renaud Keriven and Laurent D. Cohen, Foundations and Trends in Computer Graphics and Vision 5, 3-4 (2010) 197-397 (200 pages book)       

  40. Geodesic Methods for interactive segmentation using Finsler Metrics. Invited lecture at Newton Institute, Cambridge, UK, September 2017.

  41. From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations. Da Chen and  Laurent D. Cohen, in Handbook of Numerical Analysis, volume 20-- Processing, Analyzing and Learning of Images, Shapes, and Forms, pages 1--44, Elsevier, 2019,

  42. Various Papers on Applications other than Medical Imaging.

  43. With CEA: AOMS: un outil de releve 3D d'environnements industriels . Patrick Sayd, Sylvie Naudet, Marc Viala, Laurent~Cohen, and Arnaud~Dumont. In  Actes du congres de Vision ORASIS 2001, Cahors, Juin 2001.

  44. With EADS: Multiple rectangle model for Buildings Segmentation and 3D Scene Reconstruction.  Samuel Vinson  and Laurent D. Cohen. In Proc. 16th IEEE International Conference on Pattern Recognition (ICPR'02), Quebec, Canada, August 2002.

  45. Single Quantum Dot tracking based on perceptual grouping using minimal paths in a spatio-temporal volume. , Stephane Bonneau, Maxime Dahan and Laurent D. Cohen. IEEE Transactions on Image Processing, special issue on Molecular and Cellular Imaging, 14(9):1384--1395, September 2005. (pdf file 1.2M)

  46. Geodesic Remeshing Using Front Propagation. , Gabriel Peyre and Laurent D. Cohen. International Journal on Computer Vision, Special Issue on Variational and Level Set Methods in Computer Vision (VLSM 2003), 69(1):145--156, August 2006. (pdf file 1.7M)

  47. A Metric Approach to Vector-Valued Image Segmentation. , Pablo Arbelaez and Laurent D. Cohen. International Journal on Computer Vision, Special Issue on Variational and Level Set Methods in Computer Vision (VLSM 2003), 69(1):119--126, August 2006. (pdf file 0.8M)

  48. How to Use SIFT Vectors to Analyze an Image with Database Templates. Adrien Auclair and Laurent Cohen and Nicole Vincent, Proceedings of 5th International Workshop on Adaptive Multimedia Retrieval, AMR'07}, Paris, France, 5-6 July 2007.

  49. Heuristically Driven Front Propagation for Fast Geodesic Extraction, Gabriel Peyre and Laurent D. Cohen, International Journal for Computational Vision and Biomechanics (IJCV&B), 1(1), 55−−67, Jan−June 2008.

  50. Using Point Correspondences Without Projective Deformation For Multi-View Stereo Reconstruction. Adrien Auclair and Laurent Cohen and Nicole Vincent, Proceedings of IEEE ICIP 2008}, San Diego, California, USA, October 15-18, 2008.

  51. Anisotropic Geodesics for Perceptual Grouping and Domain Meshing. Sebastien Bougleux and Gabriel Peyr\'e and Laurent D. Cohen. Proc. tenth European Conference on Computer Vision (ECCV'08)}, Marseille, France, October 12-18, 2008.

  52. Image Compression with Anisotropic Geodesic Triangulations. Sebastien Bougleux and Gabriel Peyre and Laurent Cohen. In Proc. Twelfth IEEE International Conference on Computer Vision (ICCV'09)}}, pp. 2343-2348, Kyoto, Japan, September 29th-October 2nd, 2009.

  53. Matching 2D and 3D Articulated Shapes using Eccentricity, Adrian Ion, N. M. Artner, Gabriel Peyré, Walter G. Kropatsch, Laurent D. Cohen, CVIU, Computer Vision and Image Understanding 115, 6 (2011) 817-834

  54.  Non-local Regularization of Inverse Problems, Gabriel Peyré, Sébastien Bougleux, Laurent D. Cohen, AIMS journal: Inverse Problems and Imaging, vol. 5(2), pp. 511-530, May 2011

  55. Vehicle X-Ray Scans Registration: A One-Dimensional Optimization Problem. Abraham Marciano, Najib Gadi and Laurent D. Cohen. In Proc. of 6th International Conference on Scale Space Methods and Variational Methods in Computer Vision (SSVM’17), Kolding, Denmark, June 4–8th, 2017.

  56. Histogram-based Color Transfer for Image Stitching. Qi-Chong Tian and Laurent D. Cohen. in Journal of Imaging, Special Issue on Color Image Processing, , vol. 3, n°3, 2017.

  57. Shape Morphing as a Minimal Path in the Graph of Cubified Shapes. Raphael Groscot and  Laurent D. Cohen.
       In   18th International Joint Conference on Computer Vision, Imaging
      and Computer Graphics Theory and Applications (VISIGRAPP23), February 19-21, 2023, Lisbon, Portugal. Best Paper Award. 

   

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  This list was obtained on http://www.ceremade.dauphine.fr/~cohen/PubliMain.html

  
  Last update : September 2023