Arunava Chakravarty
Publications
Chakravraty A, Gaddipati DJ and Jayanthi Sivaswamy - Construction of a Retinal Atlas for Macular OCT Volumes ICIAR 2018, Portugal [PDF]
Chakravarty and Jayanthi Sivaswamy - End-to-End Learning of a Conditional Random Field for Intra-retinal Layer Segmentation in Optical Coherence Tomography Annual Conference on Medical Image Understanding and Analysis. Springer, Cham, 2017. [PDF]
Arunava Chakravarty and Jayanthi Sivaswamy - Glaucoma Classification with a Fusion of Segmentation and Image-based Features Proc. of IEEE International Symposium on Bio-Medical Imaging(ISBI), 2016, 13 - 16 April, 2016, Prague. [PDF]
Ujjwal, Arunava Chakravarty, Jayanthi Sivaswamy - An Assistive Annotation System for Retinal Images Proceedings of the IEEE International Symposium on Biomedical Imaging : From Nano to Macro, 16-19 April 2015.[PDF]
Arunava Chakravarthy, Jayanthi Sivaswamy - Coupled Sparse Dictionary for Depth-based Cup Segmentation from Single Color Fundus Image Proceedings of the MICCAI 2014, 14-18 Sep 2014, Boston,USA. [PDF]
M J J P Van Grinsven, Arunava Chakravarty, Jayathi Sivaswamy, T. Theelen, B. Van Ginneken, C I Sanchez - A Bag of Words Approach for Discriminating between Retinal Images Containing Exudates or Drusen Proceedings of the IEEE 10th International Symposium on Biomedical Imaging : From Nano to Macro, 07-11 April. 2013, San Franciso,CA,USA. [PDF]
Ujjwal, K. Sai Deepak, Arunava Chakravarty, Jayathi Sivaswamy - Visual Saliency based Bright Lesion Detection and Discrimination in Retinal Images Proceedings of the IEEE 10th International Symposium on Biomedical Imaging : From Nano to Macro, 07-11 April. 2013, San Franciso,CA,USA. [PDF]
Arunava Chakravarty, Jayanthi Sivaswamy - A Novel Approach for Quantification of Retinal Vessel Tortuosity using Quadratic Polynomial Decomposition Proceedings of the indian Conference on Medical Informatics and Telemedicine, 28-30 Mar. 2013, Kharagpur, INDIA.. [PDF]
Projects
People Involved : Gopal Datt Joshi, Mayank Chawla, Arunava Chakravarty, Akhilesh Bontala, Shashank Mujjumdar, Rohit Gautam, Subbu, Sushma
Digital medical images are widely used for diagnostic purposes. Our goal is to develop algorithms for medical image analysis focusing on enhancement, segmentation, multi-modal registration and classification.
People Involved : Arunava, Ujjwal, Gopal, Akhilesh, Sai, Yogesh
Analysis of retinal images for diagnostic purposes
Medical Image Processing
Retinal Image Analysis