myPhoto
Chetan Bhole's Website
meliora
Graduate Student at URCS

 

Welcome to my website!

These are a few pages about me and my research interests and work.

I am from Thane, a city on the outskirts of Mumbai in India. I have done my Bachelors in Computer Engineering at Fr. CRCE, Mumbai University and my Masters in Computer Science and Engineering at the University at Buffalo. I am currently a PhD candidate at the Department Of Computer Science in University of Rochester (UR).

 

        Office Room no. 614
        Computer Science Building
        
        Phone:
        Email:
        last name at cs.rochester.edu

      Research

 

My primary research interests lie in Computer Vision and Machine Learning. I am currently working on graphical models (Conditional Random Fields in particular) for image segmentation. I have used CT image volumetric data for medical image segmentation and more recently have been looking into use of videos. I am also looking into parallel computing (openMP and CUDA) for processing image data.

My advisor is Dr. Chris Pal. I have spent some time at the University of Montreal in Canada where he currently is. And possibly will do so for more time in the future.

I am also currently coordinating the vision seminar group at UR.

I spent the summer of 2008 as an intern at Carestream Health Inc. where I worked on medical document classification using different learning models.

I was previously involved in a Computer Aided Diagnosis project (Segmentation of vertebral columns from MR scans) at University at Buffalo (UB) under the guidance of Dr. Vipin Chaudhary. During my Masters at UB, I worked under Dr. Peter Scott on object recognition. I was also involved as a research assistant in projects related to document analysis in CEDAR and image reconstruction at the Department of Nuclear Medicine at UB.

 

      Publications, Reports and Posters

 

  • Advances in MRF modeling and learning
    C. Pal, C. Bhole
    Foundations and Trends in Computer Graphics and Vision ( Under review )

  • 3D Segmentation in CT Imagery with Conditional Random Fields and Histograms of Oriented Gradients
    C. Bhole, N. Morsillo, C. Pal
    Machine Learning in Medical Imaging, MICCAI 2011 Workshop
    Paper [pdf]. Appendix [pdf]
    [Data Details]

  • Context Sensitive Labeling of Spinal Structure in MR Images
    C. Bhole, S. Kompalli, V. Chaudhary
    Poster presentation, Conference Proceeding at SPIE Medical Imaging, 2009.
    Paper [pdf]. Poster [pdf]

  • Object recognition using shape and behavioral features
    C. Bhole, Advisor: Peter D. Scott
    Masters Thesis at SUNY UB, 2006.
    Report [pdf]

  • Parallel OSEM reconstruction speed with MPI, OpenMP and Hybrid MPI-OpenMP programming models
    M. Jones, R. Yao, C. Bhole
    IEEE Transactions on Nuclear Science, vol. 53, pp. 2752-2758, 2006.
    Paper [pdf]

  • Spotting words in handwritten Arabic documents
    S. Srihari, H. Srinivasan, P. Babu, C. Bhole
    Conference Proceeding at IS&T/SPIE Electronic Imaging 2006 Symposium.
    Paper [pdf]

  • Handwritten Arabic Word Spotting using the CEDARABIC Document Analysis System
    S. Srihari, H. Srinivasan, P. Babu, C. Bhole
    Proc. Symposium on Document Image Understanding (SDIUT 05), College Park, MD, November 2005.
    Paper [pdf]