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Soumya Ghose

Doctorant

Laboratoire Le2I - UMR CNRS 5158
Université de Bourgogne
12 Rue de la Fonderie
Le Creusot
France
71200

Tél : +33 (0)3 85 77 4088
Email : soumyaghose gmail.com
Web : https://plus.google.com/117730752459207847360/about


Publications

Revues (5)

  • "Supervised Learning Framework of Statistical Shape and Probability Priors for Automatic Prostate Segmentation in Ultrasound Images", Soumya Ghose, Arnau Oliver, Jhimli Mitra, Robert Martí, Xavier Lladó, Jordi Freixenet, Jordi Freixenet, Jordi Freixenet, Jordi Freixenet, Jordi Freixenet, Dro Désiré Sidibé, Josep Comet, Joan Vilanova, Fabrice Meriaudeau, Medical Image Analysis , (2013) accepted, 2013 lien sur HAL
  • "Statistical shape and texture model of quadrature phase information for prostate segmentation", Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan C. Vilanova, Josep Comet, Fabrice Meriaudeau, International Journal of Computer Assisted Radiology and Surgery, Vol. 7 (Issue 1), pp. 43-55, Heidelberg, Germany, Springer-Verlag, January 2012 lien sur HAL
  • "A Survey of Prostate Segmentation Methodologies in Ultrasound, Magnetic Resonance and Computed Tomography Images", Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Vilanova, Jordi Freixenet, Jhimli Mitra, Dro Désiré Sidibé, Fabrice Meriaudeau, Computer Methods and Programs in Biomedicine , (2012) accepted, 2012 lien sur HAL
  • "A spline-based non-linear diffeomorphism for multimodal prostate registration", Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Dro Désiré Sidibé, Soumya Ghose, Joan Vilanova, Josep Comet, Fabrice Meriaudeau, Medical Image Analysis , (2012) accepted, 2012 lien sur HAL
  • "B-splines Coupled with Quadrature Texture to Register Prostate Multimodal Images", Jhimli Mitra, Robert Martí, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Vilanova, Fabrice Meriaudeau, International Journal of Computer Assisted Radiology and Surgery (2011) http://www.springerlink.com/content/t8617114r87j07r8/, 2011 lien sur HAL

Conférences internationales (19)

  • "A Shape-based Statistical Method to Retrieve 2D TRUS-MR Slice Correspondence for Prostate Biopsy", Jhimli Mitra, Srikantha Abhilash, Dro Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Vilanova, Josep Comet, Fabrice Meriaudeau, , (1-9), 8314 , pp. 83143M1-83143M9, San Diego, USA, SPIE Medical Imaging, February 2012 lien sur HAL
  • "A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI.", Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Vilanova, Fabrice Meriaudeau, SPIE Medical Imaging, SPIE Medical Imaging États-Unis, 2012 lien sur HAL
  • "Weighted Likelihood Function of Multiple Statistical Parameters to Retrieve 2D TRUS-MR Slice Correspondece for Prostate Biopsy", Jhimli Mitra, Soumya Ghose, Dro Désiré Sidibé, Arnau Oliver, Robert Marti, Xavier Lladó, Joan C. Vilanova, Josep Comet, Fabrice Meriaudeau, IEEE ICIP 2012, IEEE ICIP 2012 États-Unis, 2012 lien sur HAL
  • "A Coupled Schema of Probabilistic Atlas and Statistical Shape and Appearance Model for 3D Prostate Segmentation in MR Images", Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Vilanova, Dro Désiré Sidibé, Fabrice Meriaudeau, IEEE ICIP 2012, : États-Unis, 2012 lien sur HAL
  • "Graph Cut Energy Minimization in a Probabilistic Learning Framework for 3D Prostate Segmentation in MRI", Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan C. Vilanova, Dro Désiré Sidibé, Fabrice Meriaudeau, IAPR International Conference on Pattern Recognition, Tsukba : Japon, 2012 lien sur HAL
  • "Spectral clustering to model deformations for fast multimodal prostate registration", Jhimli Mitra, Zoltan Kato, Soumya Ghose, Dro Désiré Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan C. Vilanova, Fabrice Meriaudeau, IAPR International Conference on Pattern Recognition, Tsukba : Japon, 2012 lien sur HAL
  • "Spectral Clustering of Shape and Probability Prior Models for Automatic Prostate Segmentation in Ultrasound Images", Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan C. Vilanova, Josep Comet, Dro Désiré Sidibé, Fabrice Meriaudeau, IEEE The Engineering in Medicine and Biology Conference, San Diego : États-Unis, 2012 lien sur HAL
  • "A Mumford-Shah Functional based Variational Model with Contour, Shape, and Probability Prior information for Prostate Segmentation", Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan C. Vilanova, Josep Comet, Dro Désiré Sidibé, Fabrice Meriaudeau, IAPR International Conference on Pattern Recognition, Tsukba : Japon, 2012 lien sur HAL
  • "Joint Probability of Shape and Image Similarities to Retrieve 2D TRUS-MR Slice Correspondence for Prostate Biopsy", Jhimli Mitra, Soumya Ghose, Dro Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Vilanova, Josep Comet, Fabrice Meriaudeau, IEEE Conference of the Engineering in Medicine and Biology Society, San Diego : États-Unis, 2012 lien sur HAL
  • "A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images", Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan C. Vilanova, Josep Comet, Dro Désiré Sidibé, Fabrice Meriaudeau, Advanced Concepts for Intelligent Vision Systems, Brno : Tchèque, République, 2012 lien sur HAL
  • "Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation", Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan C. Vilanova, Josep Comet, Fabrice Meriaudeau, MICCAI Prostate Cancer Imaging, 6963 , pp. 35-46, Toronto, Canada, Springer LNCS, September 2011 lien sur HAL
  • "A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance", Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Joan Vilanova, Fabrice Meriaudeau, IEEE International Conference on Image Processing, pp. 713-716, Brussels, Belgium, September 2011 lien sur HAL
  • "Quadrature Filter Enhanced B-spline registration applied to prostate multimodal images", Jhimli Mitra, Robert Martí, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Vilanova, Fabrice Meriaudeau, Proceedings of Computer Assisted Radiology and Surgery, Springer, Vol. 6 (Supplement 1), pp. S323-S324, Berlin, Germany, June 2011
  • "Quadrature phase-based statistical shape and appearance model for prostate segmentation", Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Vilanova, Fabrice Meriaudeau, Proceedings of Computer Assisted Radiology and Surgery, Springer, Vol. 6 (Supplement 1), pp. S12-S16, Berlin, Germany, June 2011
  • "Prostate Segmentation with Local Binary Patterns Guided Active Appearance Models", Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Joan C. Vilanova, Fabrice Meriaudeau, SPIE Conference on Medical Imaging : Image Processing, 7962 , pp. 796218-796218-8, Lake Buena Vista, Orlando, Florida., USA, February 2011 lien sur HAL
  • "Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation", Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Vilanova, Josep Comet, Fabrice Meriaudeau, IEEE International Conference on Digital Image Computing: Techniques and Applications (DICTA), DICTA Australie, 2011 lien sur HAL
  • "A Non-linear Diffeomorphic Framework for Prostate Multimodal Registration", Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Vilanova, Fabrice Meriaudeau, DICTA, IEEE International Conference on Digital Image Computing: Techniques and Applications (DICTA) Australie, 2011 lien sur HAL
  • "Prostate segmentation with Texture Enhanced Active Appearance Model", Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Joan C. Vilanova, Fabrice Meriaudeau, IEEE International Conference on Signal-Image Technology & Internet-Based Systems, pp. 18-22, Kuala Lumpur, Malaysia, December 2010
  • "Texture Guided Active Appearance Model Propagation for Prostate Segmentation", Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Joan C. Vilanova, Fabrice Meriaudeau, MICCAI Prostate Cancer Imaging, Vol. 6367 , pp. 111-120, Beijing, China, Springer LNCS, September 2010

Thèses (1)

  • "Robust Image Segmentation applied to Magnetic Resonance and Ultrasound Images of the Prostate", Soumya Ghose, 2012 lien sur HAL

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