Following are the publications from our group. You can download them from here

2022

Thottupattu, A.J., Sivaswamy, J. , Krishnan, V.P. - A diffeomorphic aging model for adult human brain from cross-sectional data Sci Rep 12, 12638 (2022). https://doi.org/10.1038/s41598-022-16531-6

Abhinav Dhere, Vikas Vazhayil and Jayanthi Sivaswamy - Fast detection of sulcal regions for classification of Alzheimer’s disease and Mild Cognitive Impairment. SPCOM, Bangalore, 2022

Abhinav Dhere and Jayanthi Sivaswamy - Explainable COVID detection using multi-scale attenstion in Chest X-Ray images IEEE Journal of Biomedical & Health Informatics 2022, <26 (4), 1496-1505

Mythri V, Thottupattu AJ, Akash N, Sivaswamy J - A Method to Remove Size Bias in Sub-cortical Structure Segmentation, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)

Akundi P, Sivaswamy J - Incremental Learning for a Flexible CAD System Design, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)

Akundi P, Sivaswamy J - Manifold Learning to Address Catastrophic Forgetting, 2021 Indian Conference on Computer Vision, Graphics, and Image Processing

Joshi A, Sivaswamy J, Joshi GD - Lung Nodule Malignancy Classification with weakly supervised explanation generation, 2021 SPIE Journal of Medical Imaging

Gaddipati DJ, Sivaswamy J - Glaucoma Assessment from Fundus Images with Fundus to OCT Feature Space Mapping, 2021 ACM Transactions on Computing for Healthcare

Joshi A, Mishra G, Sivaswamy J - Explainable Disease Classification via Weakly-Supervised Segmentation, 2020 Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI

Thottupattu AJ, Sivaswamy J - A Fast Method For Shape Template Generation, 2020 IEEE International Conference on Image Processing (ICIP)

Desai A, Chauhan R, Sivaswamy J - Image Segmentation Using Hybrid Representations, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1-4

Gaddipati DJ, Desai A, Sivaswamy J, Vermeer KA - Glaucoma Assessment from OCT images using Capsule Network, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Karthik G and Sivaswamy J - Segmentation of retinal cysts from Optical Coherence Tomography volumes via selective enhancement, IEEE Journal of Biomedical Health Informatics 23(1) 2019

Sivaswamy J, Thottupattu AJ , Mehta R, Sheelakumari R, Kesavadas C - Construction of Indian Human Brain Atlas, Neurology India 677 (1).

Adiga V S and Sivaswamy J - RESCYCLEGAN:Matching the Characteristics of Fundus and Smartphone Camera Images, ISBI 2019, Venice.

Adiga V S and Sivaswamy J - FPD-M-net: Fingerprint Image Denoising and Inpainting Using M-net Based Convolutional Neural Networks, Inpainting and Denoising Challenges, 51-61

Deshmukh A and Sivaswamy J - Synthesis of optical nerve head region of fundus image, ISBI 2019, Venice.

Adiga V S and Sivaswamy J - Shared Encoder based Denoising of Optical Coherence Tomography images, ICVGIP 2018, Hyderabad.

Rangrej SB, Sivaswamy J, Srivastava P - Scan, dwell, decide: strategies for detecting abnormalities in diabetic retinopathy, PLOS ONE 13 (11).

Chakravarty A and Sivaswamy J - 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

Majumdar A, Mehta R And Sivaswamy J - To Learn Or Not To Learn Features For Deformable Registration?, Deep Learning Fails, MICCAI 2018

Appan PK and Sivaswamy J - Solution to overcome the sparsity issue of annotated data in medical domain, CAAI Transactions on Intelligence Technology,3 (3), 153-160, 2018.

Chakravraty A and Sivaswamy J - RACE-net: A Recurrent Neural Network for Biomedical Image Segmentation, IEEE Journal of biomedical and health informatics, 2018

T Mansoori, J Sivaswamy, JS Gamalapati, N Balakrishna - Topography and correlation of radial peripapillary capillary density network with retinal nerve fibre layer thickness, International ophthalmology, 38 (3), 967-974

Chakravraty A, Gaddipati DJ and Sivaswamy J - Construction of a Retinal Atlas for Macular OCT Volumes, ICIAR 2018, Portugal

Pujitha AK and Sivaswamy J - Retinal Image Synthesis for CAD development, ICIAR 2018, Portugal

GS Jahnavi, J Sivaswamy -Multimodal Registration of Retinal Images, NCVPRIPG 2017, Mandi

Pujitha AK and Sivaswamy J - Crowdsourced annotations as an additional form of data augmentation for CAD development,ACPR, Nanjing

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

Chakravraty A and Sivaswamy J - Joint Optic Disc and Cup Boundary extraction from Monocular fundus images, Computer Methods and Programs in Biomedicine, 147: 51-61

Chakravarty A and Sivaswamy J - End-to-end learning of a Conditional Random Field for Intra-retinal Layer Segmentation in Optical Coherence Tomography, MIUA 2017 Edinburg.

Mehta R, Majumdar A and Sivaswamy J - BrainSegNet: a convolutional neural network architecture for automated segmentation of human brain structures, Journal of Medical Imaging 4(2), 024003.

Rangrej SB and Sivaswamy J- Assistive lesion-emphasis system: an assistive system for fundus image readers, Journal of Medical Imaging 4 (2), 024503.

Mansoori T, Sivaswamy J, Gamalapati JS, Balakrishna N. - Radial Peripapillary Capillary Density Measurement Using Optical Coherence Tomography Angiography in Early Glaucoma, Journal of Glaucoma, DOI:10.1097/IJG.0000000000000649, February 2017

Mansoori T, Sivaswamy J, Gamalapati JS, Agraharam SG, Balakrishna N. - Measurement of Radial Peripapillary Capillary Density in the Normal Human Retina Using Optical Coherence Tomography Angiography, Journal of Glaucoma. 26(3):241-246. DOI: 10.1097/IJG.0000000000000594, March 2017

Appan PK, Gamalapti JS and Sivaswamy J-Detection of neovascularisation from retinal images using semi-supervised learning, ISBI 2017, Melbourne

Mehta R and Sivaswamy J -M-net: A convolutional neural network for deep brain segmentation, ISBI 2017, Melbourne

Srinidhi C, Rath P and Sivaswamy J-Vessel Keypoint Detector for Junction Classification, ISBI 2017, Melbourne

Syed TA, Krishnan VP and Sivaswamy J- Numerical inversion of circular arc Radon transform, IEEE Trans. On Computational Imaging vol 2 (4) 2016, pp. 540-549.

V. S. Rao Veeravasarapu, Sivaswamy J, Karani V.-Cardiac Motion Analysis by Temporal Flow Graphs, CoRR abs/1604. 06979.

Chakrabarty L, Joshi G.D, Chakravarty A, Raman G.V., Krishnadas S.R. and Sivaswamy, J-Automated Detection of Glaucoma From Topographic Features of the Optic Nerve Head in Color Fundus Photographs, Journal of Glaucoma, 25(7):590-597.

Rangrej S and Sivaswamy J-A biologically inspired saliency model for color fundus images, ICVGIP 2016, Guwahati.

Chakravarty A and Sivaswamy J-Glaucoma Classification with a Fusion of Segmentation and Image-based Features, ISBI 2016, Prague

Mehta R and Sivaswamy J-A Hybrid Approach to Tissue-based Intensity Standardization of Brain MRI Images, ISBI 2016, Prague

Gopinath K, Sivaswamy J and Mansoori T-Automatic Glaucoma Assessment from Angio-OCT Images, ISBI 2016, Prague

Sivaswamy J, S. R. Krishnadas, Arunava Chakravarty, Gopal Dutt Joshi, Ujjwal and Tabish Abbas Syed -A Comprehensive Retinal Image Dataset for the Assessment of Glaucoma from the Optic Nerve Head Analysis, JSM Biomedical Imaging Data Papers, 2(1):1004, 2015.

Ujjwal, Chakravarty A and Sivaswamy J-An Assistive Annotation System for Retinal Images, ISBI 2015, Brooklyn New York

A Paul, A Dey, DP Mukherjee, J Sivaswamy, and V Touran- Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images, MICCAI 2015 , Munich.

Tabish S and Sivaswamy J.-PET Image Reconstruction And Denoising On Hexagonal Lattices, ICIP 2015, Quebec city.

Tabish S and Sivaswamy J.-Latent Factor Model Based Classification for Detecting Abnormalities in Retinal Images, ACPR 2015, Kuala Lumpur

Mittal G and Sivaswamy J. -Optic Disk and Macula Detection from Retinal Images using Generalized Motion Patternl,NCVPRIG 2015, Patna.

Sivaswamy J, Krishnadas K. R, Joshi G. D, Jain Madhulika, Ujjwal and Syed Abbas T.-Drishti-GS: Retinal Image Dataset for Optic Nerve Head(ONH) Segmentation,IEEE ISBI, Beijing

Chakravarty A and Sivaswamy J-Coupled Sparse Dictionary for Depth-based Cup Segmentation from Single Color Fundus Image,MICCAI,Boston, 2014

Tewari A, Gupta D and Sivaswamy J- Bilateral symmetry based framework for joint detection of optic disk and macula in color fundus images,SPCOM,Bangalore

2013

M. Sushma, Gupta A and Sivaswamy J-Motion Detection in Non-bolus Volumes of Perfusion Weighted MRI,NCVPRIG, 2014

Ujjwal, Sai Deepak K, Chakravarty A and Sivaswamy J-Visual Saliency based bright lesion detection and discrimination in retinal images,IEEE ISBI, San Francisco

van Grinsven MJJP, Chakravarty A, Sivaswamy J , Theelen T, van Ginneken B and S´anchez CI -A bag of words approach for discriminating between retinal images containing exudates and drusen, IEEE ISBI, San Francisco

Arunava Chakravarty and Sivaswamy J-A novel approach for quantification of retinal vessel tortuosity using quadratic polynomial decomposition,ICMIT 2013,Kharagpur

Mujumdar S, Sivaswamy S , Kishore L.T and Varma R-Auto-Windowing of Ischemic Stroke Lesions in Diffusion Weighted Imaging of the Brain,ICMIT 2013,Kharagpur

Joshi GD, Sivaswamy,J and Krishnadas SR - Depth discontinuity-based cup segmentation from multi-view colour retinal images,IEEETransactions on Biomedical Engineering

Sai Deepak K, Kartheek N V and Sivaswamy J-Detection and Discrimination of disease related abnormalities, Elsevier Pattern Recognition.

Sai Deepak K and Sivaswamy J-Automatic Assessment of Macular Edema from Color Retinal Images, IEEE Transactions on Medical Imaging, 31(3) pp.766-776, March-2012.

Gautam R, Sivaswamy J and Varma R-An Efficient, Bolus-Stage Based Method for Motion Correction in Perfusion Weighted MR,ICPR, Tsukuba.

Mujumdar S, Sivaswamy J, Varma R and Kishore LT -A Novel Framework for Segmentation of Stroke Lesions in Diffusion Weighted MRI Using Multiple b-Value Data, ICPR, Tsukuba.

Jampani V, Ujjwal, Sivaswamy J and Vaidya V -Assessment of Computational Visual Attention Models on Medical Images, ICVGIP,2012

Sai Deepak K,Jain Madhulika,Joshi GD and Sivaswamy-Motion Pattern-Based Image Features for Glaucoma Detection from Retinal Images, ICVGIP,2012

Gautam R,Sivaswamy J. and Varma R.-A Method for Motion Detection and Categorization in Perfusion Weighted MRI, ICVGIP,2012

Dey A,Sivaswamy J and Tourani-A Supervised Background Learning Method for Stroma Identification from H & E images, MedImage,2012

Vemuri K-Estimating the Functional Networks from Sudden Respiratory Changes - a fMRI Group ICA Method Study, MedImage,2012

Joshi GD, Sivaswamy J, Prashanth R. and Krishnadas SRDetection of Peri-papillary Atrophy and RNFL defect from retinal images, International Conf. on Image Analysis and Recognition, Aveiro.

Bontala A, Sivaswamy J, Pappuru R-Image mosaicing of low quality neonatal retinal images,IEEE International Symposium on Biomedical Imaging (ISBI), Barcelona, 2012.

2011

Joshi GD, Sivaswamy J and Krishnadas SR - Optic Disk and Cup Segmentation from Monocular Colour Retinal Images for Glaucoma Assessment, IEEE Transactions on Medical Imaging, 30(1) pp.1192-1205, June-2011.

Joshi GD and Sivaswamy J - DrishtiCare: A Telescreening Platform for Diabetic Retinopathy Powered with Fundus Image Analysis Journal of Diabetes Sceince and Technology, vol 5(1), pp.23-31

Ram K, Joshi GD and Sivaswamy J - A Successive Clutter-rejection Based Approach for Early Detection of Diabetic Retinopathy,IEEE Transactions on Biomedical Engineering, 58(3) pp.664-673, Mar-2011.

Jampani V, Vaidya V, Sivaswamy J, Ajemba P and Kishore LT - Effect of expertise and contralateral symmetry on the eye movements of observers while diagnosing Pneumoconiosis,Proc. of 14th Conference on Medical Image Perception, Dublin, 2011.

Sharma S, Sivaswamy J, Power R, Kishore LT and Varma R - Assisting acute infarct detection from non-contrast CT using image adaptive window setting,Proc. of 14th Conference on Medical Image Perception, Dublin, 2011.

V Jampani, V Vaidya, J Sivaswamy and L.T Kishore - Role of Expertise and Contralateral Symmetry in the Diagnosis of Pneumoconiosis, Proc. SPIE Medical Imaging, 2011.

V Gondle and J Sivaswamy - Echo-cardiographic Segmentation Via Feature-Space Clustering,NCC, 2011.

S Kaushik and J Sivaswamy - Unsupervised 3D Segmentation of Hippocampus in Brain MR Images, International Conf. on Bio-inspired Systems and Signal Processing (BIOSIGNALS), Rome, 2011.

2010

Joshi GD, Gautam R and Sivaswamy J -Robust Optic Disk Segmentation from Colour Retinal Image,ICVGIP, Chennai, 2010.

Rao VS and Sivaswamy J - Motion Deblurring as OptimisationICVGIP, Chennai, 2010.

Sai Deepak K, Joshi GD and Sivaswamy J-Content based retrieval of retinal images for maculopathy, International health informatics Symposium (IHI), Arlington, 2010.

Yogesh Babu, Kartheek MNV and Sivaswamy J -Robust matching of multimodal retinal images using a Radon transform based local descriptor,ACM International health informatics Symposium (IHI), Arlington, 2010.

Joshi GD, Sivaswamy J, Karan K, Prashanth R and Krishnadas SR-Vessel bend-based cup segmentation in retinal images,International Conference on Pattern Recognition (ICPR), Istanbul, 2010.

Joshi GD, Sivaswamy J, Karan K and Krishnadas SR-Optic disk and cup boundary detection using regional information,IEEE International Symposium on Biomedical Imaging (ISBI), Rotterdam, 2010.

Dixit N and Sivaswamy J-A Novel Approach to Generate Up-sampled Tomographic Images using Combination of Rotated Hexagonal Lattices,National Conference on Communication (NCC), Chennai, 2010.

2009

K Ram and J Sivaswamy-Multi-Space Clustering for Segmentation of Exudates in Retinal Color Photographs,EMBC 2009

N Dixit, M N V Kartheek and J Sivaswamy-Sythetic Zooming of Tomographic Images by Combination of Lattices,Nuclear Science Symposium-Medical Imaging Conference (NSS-MIC), Oct. 2009

K Ram, Y Babu and J Sivaswamy-Curvature orientation histograms for detection and matching of vascular landmarks in retinal images,SPIE Intl. Symp. Medical Imaging, 2009

M Chawla, S Sharma, J Sivaswamy and L T Kishore-A method for automatic detection and classification of stroke from brain CT images, EMBC,2009

J Sivaswamy, A Agarwal, M Chawla, A Rani and T Das-Extraction of Capillary Non-perfusion from Fundus Fluorescein Angiogram, Biomedical Engineering Systems and Technology 2008 (eds.) Fred A, Filipe J and Gamboa H, pp. 176-188, Springer, ISBN 3-540-92218-0 

G D Joshi and J Sivaswamy-Colour retinal image enhancement based on domain knowledge, Proc. Indian conf. Computer Vision, Graphics and Image Processing (ICVGIP), pp. 591-598, 2008

J Singh, G D Joshi and J Sivaswamy-Appearance-based object detection in colour retinal images,International Conf. on Image Proc. (ICIP), 2008

G D Joshi, V Gondle and J Sivaswamy-Optic disk detection using topographical features, International EURASIP conf. (BIOSIGNAL), 2008

A Agarwal, J Sivaswamy, A Rani and T Das-Automatic segmentation of capillary non-perfusion in retinal angiograms,Proc. of International conf. Bio-inspired systems and signal processing(Biosignals), pp. 170-177, 2008

J Singh and J Sivaswamy-Fundus foveal localization based on image relative subtraction-IReS approach,National conference on communications(NCC), Mumbai, 2008

S Garg, J Sivaswamy and S Chandra-Unsupervised curvature-based retinal vessel segmentation,Proc. of IEEE Symposium on Biomedical Imaging (ISBI), pp. 344-347, 2007

2006

S Garg , J Sivaswamy and G D Joshi-Automatic drusen detection from color retinal image,Proc. of Indian Conference on Medical Informatics and Telemedicine(ICMIT),MCD001, pp. 84-89, 2006

S Chandra and J Sivaswamy-An analysis of curvature based ridge and valley detection,Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vol.2, pp.737-740, 2006

J Sivaswamy, G D Joshi and S Chandra-An alternative curvature measure for topographic feature detection,Proc. of 5th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), pp.228-239, 2006

2005

T Das, J Sivaswamy, S Chandra, A Rani and V Vunnam-Computer aided quantification of capillary non-perfusion and Drusen,National Retina Congress, Hyderabad, 2005