• Chakravarty A and Jayanthi Sivaswamy - A supervised joint multi-layer segmentation framework for retinal optical coherence tomography images using conditional random field Computer Methods and Programs in Biomedicine 165: 235-250, 2018[PDF]

• Sivaswamy J, Agarwal A, Chawla M, Rani A & Das T (2008) - Extraction of Capillary Non-Perfusion from Fundus Fluroscein Angiograms, in Biomedical Engineering Systems and Technology 2008 (eds.) Fred A, Filipe J and Gamboa H, pp. 176-188, Springer, ISBN 3-540-92218-0. [PDF]

• L.Middleton and J. Sivaswamy, Hexagonal Image Processing, Springer Verlag, London, 2005, ISBN: 1-85233-914-4. [PDF]
  

Conference Publications

• Sukesh Adiga V,Jayanthi Sivaswamy - Matching the Characterstics of Fundus and Smartphone Camera Images IEEE International Symposium on Biomedical Imaging (ISBI-2019). [PDF]

• Jayanthi Sivaswamy, Thottupattu AJ , Mehta R, Sheelakumari R and Kesavadas C - Construction of Indian Human Brain Atlas, Neurology India (To appear).[PDF]

• Chakravraty A, Gaddipati DJ and Jayanthi Sivaswamy - Construction of a Retinal Atlas for Macular OCT Volumes ICIAR 2018, Portugal [PDF]

• Pujitha AK and Jayanthi Sivaswamy - Retinal Image Synthesis for CAD development ICIAR 2018, Portugal [PDF]

• Majumdar A, Mehta R and Jayanthi Sivaswamy - To Learn Or Not To Learn Features For Deformable Registration? Deep Learning Fails, MICCAI 2018[PDF]

• Appan PK and Jayanthi Sivaswamy - Solution to overcome the sparsity issue of annotated data in medical domain CAAI Transactions on Intelligence Technology[PDF]

• Pujitha AK and Jayanthi Sivaswamy - Crowdsourced annotations as an additional form of data augmentation for CAD development ACPR, Nanjing [PDF]
  

• Karthik G, Rangrej S and Jayanthi Sivaswamy - A deep learning framework for segmentation of retinal layers from OCT images ACPR, Nanjing [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]

• Pujitha Appan K, Jahnavi Gamalapati S and Jayanthi Sivaswamy - Detection of neovascularization in retinal images using semi-supervised learning Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on. IEEE, 2017. [PDF]

• Raghav Mehta and Jayanthi Sivaswamy - M-net: A Convolutional Neural Network for deep brain structure segmentation Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on. IEEE, 2017. [PDF]

• Chetan L Srinidhi, Priyadarshi Rath and Jayanthi Sivaswamy - A Vessel Keypoint Detector for junction classification Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on. IEEE, 2017. [PDF]

• Samrudhdhi B. Rangrej and Jayanthi Sivaswamy - A biologically inspired saliency model for color fundus images Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing. ACM, 2016. [PDF]

• Karthik Gopinath, Jayanthi Sivaswamy and Tarannum Mansoori - Automatic Glaucoma Assessment from Angio-OCT Images Proc. of IEEE International Symposium on Bio-Medical Imaging(ISBI), 2016, 13 - 16 April, 2016, Prague. [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]

• Raghav Mehta and Jayanthi Sivaswamy - A Hybrid Approach to Tissue-based Intensity Standardization of Brain MRI Images Proc. of IEEE International Symposium on Bio-Medical Imaging(ISBI), 2016, 13 - 16 April, 2016, Prague. [PDF]

• Gaurav Mittal, Jayanthi Sivaswamy - Optic Disk and Macula Detection from Retinal Images using Generalized Motion Pattern Proceedings of the Fifth National Conference on Computer Vision Pattern Recognition, Image Processing and Graphics (NCVPRIPG 2015), 16-19 Dec 2015, Patna, India. [PDF]

• Syed Tabish Abbas, Sivaswamy J - Latent Factor ModelBased Classification for Detecting Abnormalities in Retinal Images Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 03-06 Nov 2015, Kuala Lumpur, Malaysia. [PDF]

• Angshuman Paul, AnishaDey, Dipti Prasad Mukherjee, Jayanthi Sivaswamy, Vijaya Tourani - Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images Proceedings of the 18th International Conference on Medical Image Computing and Computer Assisted Interventions, 05-09 Oct 2015, Munich, Germany. [PDF]
  

• Syed Tabish Abbas, Jayanthi Sivaswamy - Pet Image Reconstruction and Denoising on Hexagonal Lattices Proceedings of the IEEE International Conference on Image Processing, 27-30 Sep 2015,Quebec City, Canada. [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]
  

• Rajat Aggarwal, Sirnam Swetha, Anoop M. Namboodiri, Jayanthi Sivaswamy, C. V. Jawahar - Online Handwriting Recognition using Depth Sensors Proceedings of the 13th IAPR International Conference on Document Analysis and Recognition, 23-26 Aug 2015 Nancy, France. [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]

• Ayush Tewari, Dhwanit Gupta and Jayanthi Sivaswamy - Bilateral Symmetry Based Approach for Joint Detection of Landmarks in Retinal Images Proceedings of International Conference on Singnal Processing and Communications, 22-25 July 2014, Bangalore, India. [PDF]

• Jayanthi Sivaswamy, S R Krishnadas, Gopal Dutt Joshi, Madhulika Jain, Ujjwal, Syed Tabish A. - Drishit-GS: Retinal Image Dataset for Optic Nerve Head(ONH) Segmentation Proceedings of the IEEE International Symposium on Biomedical Imaging, 29 April-2 May 2014, Beijing, China. [PDF]

• Sushma M., Anubha Gupta and Jayanthi Sivaswamy - Time-Frequency Analysis based Motion Detection in Perfusion Weighted MRI Proceedings of the IEEE National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics, 18-21 Dec. 2013, Jodhpur, India. [PDF]

• Sushma M., Anubha Gupta and Jayanthi Sivaswamy - Semi-Automated Magnification of Small Motions in Videos Proceedings of 5th International Conference on Pattern Recognition and Machines Intelligence, 10-14 Dec. 2013, Kolkata, India. [PDF]

• Jayanthi Sivaswamy - Computerised Evaluation of Fundus Images: A Novel Screenig Method for Glaucoma Proceedings of the 23rd Annual Conference of the Glaucoma Society of India, 20-22 Sep. 2013, Indore, India. [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]
  

• S. Mujumdar, Jayanthi Sivaswamy, L.T. Kishore and R. Varma - Auto-Windowing of Ischemic stroke lesions in Diffusion Weighted Imaging of the brain Medical Informatics and Telemedicine (ICMIT), 2013 Indian Conference on. IEEE, 2013. [PDF]

• Rohit Gautam, Jayanthi Sivaswamy, Ravi Varma -  A Method for Motion Detection and Categorization in Perfusion Weighted MRI Proceedings of the 8th Indian Conference on Vision, Graphics and Image Processing, 16-19 Dec. 2012, Bombay, India. [PDF]
  

• K Sai Deepak, Madhulika Jain, Gopal Datt Joshi, Jayanthi Sivaswamy - Motion pattern-based image features for glaucoma detection from retinal images Proceedings of the 8th Indian Conference on Vision, Graphics and Image Processing, 16-19 Dec. 2012, Bombay, India. [PDF]
  

• Varun Jampani, Ujjwal, Jayanthi Sivaswamy and Vivek Vaidya - Assessment of Computational Visual Attention Models on Medial Images Proceedings of the 8th Indian Conference on Vision, Graphics and Image Processing, 16-19 Dec. 2012, Bombay, India. [PDF]

• Gopal Datt Joshi, Jayanthi Sivaswamy, Prashanth R and S R Krishnadas - Detection of Peri-papillary Atrophy and RNFL Defect from Retinal Images Proceedings of International Conference on Image Analysis and Recognition , Aveiro 2012. [PDF]
  

• Rohit Gautam, Jayanthi Sivaswamy, Ravi Varma - An Efficient, Bolus-Stage Based Method for Motion Correction in Perfusion Weighted MRI Proceedings of 21st International Conference on Pattern Recognition, 11-15 Nov. 2012, Vol. 21 ISBN 978-4-9906441-1-6, Japan. [PDF]

• Shashank Majumdar, Jayanthi Sivaswamy, R Varma, L T Kishore - A Novel Framework for Segmentaion of Stroke Lesions in Diffusion Weighted MRI Using Multiple b-Value Data Proceedings of 21st International Conference on Pattern Recognition, 11-15 Nov. 2012, Vol. 21 ISBN 978-4-9906441-1-6, Japan. [PDF]
  

• Harini Sampath, Bipin Indurkhya and Jayanthi Sivaswamy - A communication system on smart phones and tablets for non-verbal children with autism International Conference on Computers for Handicapped Persons. Springer, Berlin, Heidelberg, 2012. [PDF]

• V S Rao Veeravasarapu and Jayanthi Sivaswamy - Fast and fully automated video colorization Signal Processing and Communications (SPCOM), 2012 International Conference on. IEEE, 2012. [PDF]

• Akhilesh Bontala, Jayanthi Sivaswamy and Rajeev R Pappura -Image Mosaicing of Low Quality Neonatal Retinal Images Proceedings of IEEE International Symposium on Biomedical Imaging 2-5 May. 2012, ISBN 978-1-4577-1858-8, pp. 720-723, Barcelona, Spain. [PDF]

• Varun Jampani, Vivek Vaidya, Jayanthi Sivaswamy, Peter Ajemba and L.T.Kishore - Effect of Expertise and Contralateral Symmetry on the Eye Movements of Observers while Diagnosing Pneumoconiosis Proceedings of 14th Conference on Medical Image Perception (MIPS 2011),09-11 Aug. 2011, Dublin, Ireland. [PDF]
  

• Saurabh Sharma, Sivaswamy Sivaswamay, Power Ravuri and L.T. Kishore -  Assisting Acure Infarct Detection from Non-contract CT using Image Adaptive Window Setting Proceedings of 14th Conference on Medical Image Perception (MIPS 2011),09-11 Aug. 2011, Dublin, Ireland. [PDF]
  

• Jampani Varun, Vaidya Vivek, Jayanthi Sivaswamy and L.T. Kishore - Role of expertise and contralateral symmetry in the diagnosis of Pneumoconiosis : An experimental study Proceedings of SPIE Medial Imaging, 15-17 February, 2011, Orlando, Florida. [PDF]

• Sandeep S. Kaushik and Jayanthi Sivaswamy - Unsupervised 3D Segmentation of Hippocampus in Brain MR Images Proceedings of International Conference on Bio-inspired Systems and Signal Processing (2011),26-29 Jan. 2011, Rome, Italy. [PDF]
  

• Vidhyadhari G. and Jayanthi Sivaswamy - Echo-Cardiographic Segmentation: Via Feature-Space Clustering Proceedings of Seventh National Conference on Communications (NCC 2011),28-30 Jan, 2011, Bangalore, India. [PDF]

• Sandeep Kaushik, Shashank Majumdar and Jayanthi Sivaswamy - Adaptive Intensity Windowing for MR Images Proceedings of The Workshop in conjunction with Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP'10),12-15 Dec. 2010,Delhi, India. [PDF]

• V.S. Rao Veeravasarapu, Jayanthi Sivaswamy - Motion Deblurring as Optimisation Proceedings of Seventh Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP'10),12-15 Dec. 2010,Chennai, India. [PDF]

• N.V. Kartheek Medathati, Jayanthi Sivaswamy - Local Descriptor based on Texture of Projections Proceedings of Seventh Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP'10),12-15 Dec. 2010,Chennai, India. [PDF]
  

• Gopal Datt Joshi, Rohit Gautam, Jayanthi Sivaswamy and S. R. Krishnadas - Robust Optic Disk Segmentation from Colour Retinal Images Proceedings of Seventh Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP'10),12-15 Dec. 2010,Chennai, India. [PDF]
  

• Yogesh Babu Bathina, N.V Kartheek Medathati and Jayanthi Sivaswamy - Robust Matching of Multimodal Retinal Images using a Radon Transform based Local Descriptor Proceedings of Ist ACM International Health Informatics Symposium (IHI'10),pp.135-143,11-12 Nov.2010,Arlington, VA. [PDF]

• K. Sai Deepak, Gopal Datt Joshi and Jayanthi Sivaswamy - Content-Based Retrieval of Retinal Images for Maculopathy Proceedings of Ist ACM International Health Informatics Symposium (IHI'10),pp.135-143,11-12 Nov. 2010,Arlington, VA. [PDF]
  

• Gopal Datt Joshi, Jayanthi Sivaswamy, Kundan Karan, Prashanth R and S.R. Krishnadas - Vessel bend-based cup segmentation in retinal images Proceedings of 20th International Conference on Pattern Recognition (ICPR'10),23-26 Aug. 2010, Istanbul, Turkey. [PDF]
  

• Gopal Datt Joshi, Jayanthi Sivaswamy, Kundan Karan and S.R. Krishnadas - Optic Disk and Cup Cup Boundary Detection Using Regional Information Proceedings of IEEE Internation Symposium on Biomedical Imaging: From Nano to Macro(ISBI'10), pp.948-951, 14-17 April, 2010, Rottendam, Netherlands. [PDF]

• N. Dixit and J. Sivaswamy - A Novel Approach to Generate Up-sampled Tomographic Images using Combination of Rotated Hexagonal Lattices Proceedings of Sixteenth National Confernece on Communications (NCC'10),29-31 Jan. 2010,Chennai, India. [PDF]

• Neha Dixit, N.V. Kartheek and Jayanthi Sivaswamy - Synthetic Zooming of Tomogrphics Images by Combination of Lattices Proceedings of IEEE Nuclear Science Symposium and Medical Imaging Conference, 25-31 October, 2009. [PDF]

• Mayank Chawla, Saurabh Sharma, Jayanthi Sivaswamy and Kishore L.T - A Method for Automatic Detection and Classification of Stroke from Brain CT Images Proceedings of 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society(EMBC 09), 2-6 September, 2009, Minneapolis, USA. [PDF]

• Keerthi Ram and Jayanthi Sivaswamy - Multi-space clustering for segmentation of exudates in retinal color photographs Proceedings of 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society(EMBC 09), 2-6 September, 2009, Minneapolis, USA. [PDF]

• Keerthi Ram, Yogesh Babu and Jayanthi Sivaswamy - Curvature Orientation Histograms for Detection and Matching of Vascular Landmarks in Retinal Images Proceedings of SPIE Medical Imaging(SPIE 09), 7-12 February, 2009, Florida, USA. [PDF]

• Sanjeev Pragada and Jayanthi Sivaswamy - Image denoising using matched biorthogonal wavelets IEEE Sixth Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP 2008), pp. 25-32, 16-19 Dec,2008, Bhubaneswar, India. [PDF]

• G. Phani Deepti, Maruti V Borker and Jayanthi Sivaswamy - Impulse Noice Removal from Colour Images with Hopfield Neural Network and Improved Vector Median Filter IEEE Sixth Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP 2008), pp. 17-24, 16-19 Dec,2008, Bhubaneswar, India. [PDF]
  

• Gopal Datt Joshi and Jayanthi Sivaswamy - Colour Retinal Image Enhancement based on Domain Knowledge IEEE Sixth Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP 2008), pp. 591-598, 16-19 Dec,2008, Bhubaneswar, India. [PDF]
  

• Singh J, Joshi GD and Sivaswamy J. - Appearance based Object Detection in Colour Retinal Images Proc. of IEEE International Conference on Image Processing(ICIP),Oct 12-15, 2008,San Diego, USA. [PDF]
  

• Sanjeev Pragada and Jayanthi Sivaswamy - Design of Image Adaptive Wavelets for De-noising Applications. Proceedings of National Conference on Communications (NCC) , February 01-03, 2008, IIT-Bombay, Powai, INDIA. [PDF]

• Jeetinder Singh and Jayanthi Sivaswamy - Fundus Foveal Localization Based on Image Relative Subtraction-IReS Approach Proceedings of National Conference on Communications (NCC-2008), IIT Bombay, Feb 2008. [PDF]
  

• Amit Agarwal and Jayanthi Sivaswamy - Automatic Segmentation of Capillary Non-Perfusion in Retinal Angiograms Proceedings of International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS-2008), Funchal, Madeira, Portugal, Jan, 2008. [PDF]

• Joshi Datt Joshi, Saurabh Garg and Jayanthi Sivaswamy - Script Identification from Indian Documents, Proceedings of IAPR Workshop on Document Analysis Systems (DAS 2006), Nelson, pp.255-267. [PDF]
  

• Saurabh Garg, Jayanthi Sivaswamy and Joshi Datt Joshi - Automatic Drusion Detection from Colour Retinal Images Proc. of Indian Conference on Medical Informatics and Telemedicine(ICMIT), Kharagpur, pp. 84-88, 2006. [PDF]
  

• Saurabh Garg, Jayanthi Sivaswamy and Siva Chandra - Unsupervised Curvature-Based Retinal Vessel Segmentation Proc. of IEEE International Symposium on Bio-Medical Imaging(ISBI), 2007, Washington D.C., pp.344-347. [PDF]
  

• Gopal Datt Joshi and Jayanthi Sivaswamy - A Computational Model for Boundary Detection, 5th Indian Conference on Computer Vision, Graphics and Image Processing, Madurai, India, LNCS 4338 pp.172-183, 2006. [PDF]
  

• Jayanthi Sivaswamy, Gopal Datt Joshi and Siva Chandra - An Alternative Curvature Measure for Topographics Feature Detection, 5th Indian Conference on Computer Vision, Graphics and Image Processing, Madurai, India, LNCS 4338 pp.228-239, 2006. [PDF]
  

• Gopal Datt Joshi, and Jayanthi Sivaswamy - A Simple Scheme for Contour Detection, Proceedings of International Conference on Computer Vision and Applications (VISAP 2006), Setubal. [PDF]
  

• Gopal Datt Joshi , and Jayanthi Sivaswamy - A Multiscale Approach to Contour Detection, Proceedings of International Conference on Cognition and Recognition ,pp. 183-193, Mysore, 2005. [PDF]
  

• Sivakrishna E.B., Himabindu K., Middleton L. and Sivaswamy J - Exploration of Visual Images Using Saccadic and Pursuit Movements, International Conference on Theoretical Neurobiology, 2003, New Delhi, India. [PDF]
  

• Sunil Mohan Adapa, and Jayanthi Sivaswamy, Useful Information Embedding in Images using Watermarks, Proceedings of the International Conference on Multimedia and Design(ICMD), Sep. 2002, Mumbai, India, Vol.2,pp. 50-62. [PDF]
  

Arxiv and Technical Report

• Karthik Gopinath and Jayanthi Sivaswamy - Domain knowledge assisted cyst segmentation in OCT retinal images arXiv preprint arXiv:1612.02675 (2016). [PDF]

• V S R Veeravasarapu, Jayanthi Sivaswamy and Vishanji Karani - Cardiac Motion Analysis by Temporal Flow Graphs arXiv preprint arXiv:1604.06979 (2016) [PDF]