Minerva homepage: John Melonakos



Electrical and Computer Engineering

Phone: 404.385.5062

Location: Whitaker BME building, 4th floor

Email: jmelonak@ece.gatech.edu

John Melonakos

Alumnus

Areas of interest

  • Computer Vision
  • Medical Image Analysis
  • Image Processing
  • Control

Education Background

Home page





Articles in journal or book chapters
  1. J. Melonakos, E. Pichon, S. Angenent, and A. Tannenbaum. Finsler Active Contours. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(3), March 2008. [PDF ]


  2. Marc Niethammer, Christopher Zach, John Melonakos, and Allen Tannenbaum. Volumetric Segmentation of Diffusion Weighted Images by Frame Reorientation: Application to the Segmentation of Approximately Tubular Fiber Bundles. Accepted - Neuroimage, 2008.


  3. Tauseef Rehman, Eldad Haber, Gallagher Pryor, John Melonakos, and Allen Tannenbaum. 3D Nonrigid Registration via Optimal Mass Transport on the GPU. Accepted - Elsevier Journal of Medical Image Analysis, 2008.


Conference articles
  1. S. Lankton, J. Melonakos, J. Malcolm, S. Dambreville, and A. Tannenbaum. Localized Statistics for DW-MRI Fiber Bundle Segmentation. In Computer Vision and Pattern Recognition (CVPR) Workshops: Mathematical Methods in Biomedical Image Analysis (MMBIA), pages 1-8, 2008. [PDF ]


  2. P. Mendonca, R. Bhotika, F. Zhao, J. Melonakos, and S. Sirohey. Detection of Polyps via Shape and Appearance Modeling. In Proceedings of the MICCAI Workshop on Computational and Visualization Challenges in the New Era of Virtual Colonoscopy, 2008. [PDF ]


  3. V. Mohan, G. Sundaramoorthi, J. Melonakos, M. Niethammer, M. Kubicki, and A. Tannenbaum. Tubular Surface Evolution for Segmentation of Tubular Structures with Applications to the Cingulum Bundle From DW-MRI. In Proceedings of MICCAI Workshop on Mathematical Foundations of Computational Anatomy, 2008. [PDF ]


  4. Marc Niethammer, Christopher Zach, John Melonakos, and Allen Tannenbaum. Tubular Fiber Bundles Segmentation for Diffusion Weighted Images. In MICCAI Workshop on Computational Diffusion MRI, 2008. [PDF ]


  5. J. Melonakos, Y. Gao, and A. Tannenbaum. Tissue Tracking: Applications for Brain MRI Classification. In SPIE Medical Imaging, 2007. [PDF ]


  6. J. Melonakos, P. Mendonca, R. Bhotika, S. Sirohey, and J. Miller. A Probabilistic Model for Haustral Curvatures with Applications to Colon CAD. In MICCAI, 2007. Springer. [PDF ]


  7. J. Melonakos, V. Mohan, M. Niethammer, K. Smith, M. Kubicki, and A. Tannenbaum. Finsler Tractography for White Matter Connectivity of the Cingulum Bundle. In MICCAI, 2007. Springer. [PDF ]


  8. J. Melonakos, M. Niethammer, V. Mohan, M. Kubicki, J. Miller, and A. Tannenbaum. Locally-Constrained Region-Based Methods for DW-MRI Segmentation. In Mathematical Methods in Biomedical Image Analysis (MMBIA), 2007. [PDF ]


  9. V. Mohan, J. Melonakos, M. Niethammer, M. Kubicki, and A. Tannenbaum. Finsler Level Set Segmentation for Imagery in Oriented Domains. In British Machine Vision Conference (BMVC), 2007. [PDF ]


  10. Tauseef Rehman, Gallagher Pryor, John Melonakos, and Allen Tannenbaum. Multi-resolution 3D Nonrigid Registration via Optimal Mass Transport on the GPU. In Proceedings of Computational Biomechanics for Medicine-II, MICCAI, pages 122-132, 2007. [PDF ]


  11. R. Al-Hakim, J. Fallon, D. Nain, J. Melonakos, and A. Tannenbaum. A Dorsolateral Prefrontal Cortex Semi-Automatic Segmenter. In SPIE Medical Imaging, 2006. [PDF ]


Miscellaneous
  1. Y. Gao, J. Melonakos, and A. Tannenbaum. Conformal Flattening ITK Filter. Insight Journal, 2006. [WWW ] [PDF ]


  2. J. Melonakos, Y. Gao, and A. Tannenbaum. Conformal Flattening of Brain Ventricles. Poster Presentation at MemBIS, 2006. [PDF ]


  3. J. Melonakos, K. Krishnan, and A. Tannenbaum. An ITK Filter for Bayesian Segmentation: itkBayesianClassifierImageFilter. Insight Journal, 2006. [WWW ] [PDF ]


  4. J. Melonakos, R. Al-Hakim, J. Fallon, and A. Tannenbaum. Knowledge-Based Segmentation of Brain MRI Scans Using the Insight Toolkit. Insight Journal, 2005. [WWW ] [PDF ]