Publication

Book
  • Baidya Nath Saha, The Evolution of Snake toward Automation for Multiple Blob-Object Detection. Lambert Academic Publishing.ISBN 978-3-659-25963-0. 2012.
Journal
  • B. N. Saha, N. Ray, R. Greiner, A. Murtha and H. Zhang, Quick detection of brain tumors and edemas: A bounding box method using symmetry. Computerized Medical Imaging and Graphics, vol. 36, issue 2, pp. 95-107, 2012. DOI
  • B. N. Saha, N. Ray, and H. Zhang, Snake validation: A PCA-based outlier detection method. IEEE Signal Processing Letters, vol. 16, issue 6, pp. 549-552, 2009. DOI
  • B. N. Saha, and N. Ray, Image thresholding by variational minimax optimization. Pattern Recognition, vol. 42, issue 5, pp. 843-856, 2009. DOI
Conference
  • B. N. Saha, S. Natarajan, G. Kota, C. T. Whitlow, D. Bowden, J. Divers, B. I. Freedman and J. A. Maldjian, A Novel Hierarchical Level Set with AR-Boost for White Matter Lesion Segmentation in Diabetes. ICMLA'12: 11th IEEE International Conference on Machine Learning and Applications, Boca Raton, Florida, 2012.
  • S. Natarajan, S. Joshi, B. N. Saha, A. Edwards, E. Moody, T. Khot, K. Kersting, C. T. Whitlow and J. A. Maldjian, A Machine Learning Pipeline for Three-way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain. ICMLA'12: 11th IEEE International Conference on Machine Learning and Applications, Boca Raton, Florida, 2012.
  • S. Mukherjee, B. N. Saha, I. Jamal, R. Leclerc and N. Ray, A Novel Framework For Automatic Passenger Counting. ICIP'11: IEEE International Conference of Image Processing, Brussels, Belgium, 2011.
  • B. N. Saha, N. Ray, and H. Zhang, Automating Snakes for Multiple Objects Detection. ACCV'10: 10th Asian Conference on Computer Vision, Queenstown, New Zealand, 2010.
  • N. Ray, B. N. Saha, and H. Zhang, Change detection and object segmentation: A histogram of features- based energy minimization approach. ICVGIP'08: 6th IEEE Indian Conference on Computer Vision, Graphics and Image Processing, Bhubaneswar, India, 2008.
  • N. Ray, B. N. Saha, and S. T. Acton, Oil sand image segmentation using the inclusion filter. ICIP'08: IEEE International Conference of Image Processing, San Diego, USA, 2008.
  • B. N. Saha, N. Ray, and H. Zhang, Computing oil sand particle size distribution by snake-PCA algorithm. ICASSP'08: IEEE International Conference on Acoustics, Speech, and Signal Processing ,Las Vegas, USA, 2008.
  • N. Ray, and B. N. Saha, Edge Sensitive Variational Image Thresholding. ICIP'07: IEEE International Conference of Image Processing, San Antonio, USA, 2007.
  • N. Ray, and B. N. Saha, Deformable Object Tracking: A Kernel Density Estimation Approach Via Level Set Function Evolution. PReMI'07: 2nd International Conference on Pattern Recognition and Machine Intelligence, Kolkata, India, 2007.
  • N. Ray, B. N. Saha, and Matt Brown Locating brain tumor from MR imagery using symmetry. ASILOMAR'07: Asilomar conference on signals, systems, and computers, Pacific Grove, CA, USA, 2007.
Reviewed Conference Abstracts
  • B. N. Saha, C. T. Whitlow, G. Kota, E. Moody, S. Natarajan, D. Bowden, J. Divers, B. I. Freedman and J. A. Maldjian, Hierarchical Level Sets with Boosting for White Matter Lesion Segmentation in Diabetes. Radiological Society of North America Annual Meeting, Chicago, USA, 2012.
  • J. A. Maldjian, C. T. Whitlow, B. N. Saha, G. Kota, , E. Moody, D. Bowden, J. Divers and B. I. Freedman, Evaluation of Automated White Matter Lesion Segmentation in Diabetes. Radiological Society of North America Annual Meeting, Chicago, USA, 2012.
Thesis
  • Baidya Nath Saha, The Evolution of Snake toward Automation for Multiple Blob-Object Detection. PhD Thesis, University of Alberta, Canada, 2011.
  • Baidya Nath Saha, A Regression based Approach for Leukocyte Cell Tracking. M. Tech. Thesis (Computer Science), Indian Statistical Institute, Kolkata, 2006.
  • Baidya Nath Saha, Advanced Statistical Analysis for Software Effort Estimation. M. Tech. Dissertation (Quality, Reliability and Operations Research), Indian Statistical Institute, Kolkata, 2004.
  • Baidya Nath Saha, Smulation of a Gear Box Design Using 3D Studio Max. Bachelor Project Reoprt(Mechanical Engineering), Jadavpur University, Kolkata, India, 2002.
Under Review / Submitted / In Preparation
  • J. A. Maldjian, C. T. Whitlow, B. N. Saha, G. Kota, , E. M. Davenport, J. Divers, B. I. Freedman and D. W. Bowden, Automated White Matter Total Lesion Volume Segmentation in Diabetes. Journal of Radiology, (Submitted).
  • S. Natarajan, S. Joshi, B. N. Saha, A. Edwards, T. Khot, E. Moody, , K. Kersting, C. T. Whitlow and J. A. Maldjian, Can Relational Learning help in Three-way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain? International Journal of Machine Learning and Cybernatics,(Under Review).
  • B. N. Saha, S. Natarajan, G. Kota, C. T. Whitlow and J. A. Maldjian, Adaptive Regularized Boosting(AR-Boost): A novel boosting algorithm for Magnetic Resonace Images classification. (In preparation).
  • B. N. Saha, S. Natarajan, G. Kota, C. T. Whitlow, D. Bowden, J. Divers, B. I. Freedman and J. A. Maldjian, A novel hierarchical level set with Adaptive Regularized Boosting for White Matter Lesion Segmentation in Diabetes. (In preparation).
  • B. N. Saha and N. Ray, A Dynamic Programming Based Snake Evolution Framework for Multiple Blob-Object Detection in Cluttered Environment. (In preparation).
  • B. N. Saha, N. Ray, and H. Zhang, Automated Snake-based Segmentation Technique for Multiple Blob-Object Detection. (In preparation).