Jayanthi Sivaswamy

Orcid: 0000-0002-2474-9898

According to our database1, Jayanthi Sivaswamy authored at least 107 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
A metric to compare the anatomy variation between image time series.
CoRR, 2023

AnaVu: A scalable Anatomical 3D visualization system for classroom teaching.
Proceedings of the IEEE International Conference on Teaching, 2023

Evidence-Driven Differential Diagnosis of Malignant Melanoma.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Global Space Modelling Of Biological Processes With Cross-sectional Data.
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

2022
COVID Detection From Chest X-Ray Images Using Multi-Scale Attention.
IEEE J. Biomed. Health Informatics, 2022

Glaucoma Assessment from Fundus Images with Fundus to OCT Feature Space Mapping.
ACM Trans. Comput. Heal., 2022

A Method for Image Registration via Broken Geodesics.
Proceedings of the Biomedical Image Registration - 10th International Workshop, 2022

Fast detection of sulcal regions for classification of Alzheimer's disease and Mild Cognitive Impairment.
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

A Method to Remove Size Bias in Sub-Cortical Structure Segmentation.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Incremental Learning for a Flexible CAD System Design.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Sub-cortical structure segmentation database for young population.
CoRR, 2021

A Diffeomorphic Aging Model for Adult Human Brain from Cross-Sectional Data.
CoRR, 2021

A Clinically Inspired Approach for Melanoma classification.
CoRR, 2021

Self-Supervised Learning for Segmentation.
CoRR, 2021

Manifold learning to address catastrophic forgetting.
Proceedings of the ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19, 2021

2020
A method for large diffeomorphic registration via broken geodesics.
CoRR, 2020

Explainable Disease Classification via Weakly-Supervised Segmentation.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Image Segmentation Using Hybrid Representations.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Fast Method For Shape Template Generation.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge.
IEEE Trans. Medical Imaging, 2019

Segmentation of Retinal Cysts From Optical Coherence Tomography Volumes Via Selective Enhancement.
IEEE J. Biomed. Health Informatics, 2019

RACE-Net: A Recurrent Neural Network for Biomedical Image Segmentation.
IEEE J. Biomed. Health Informatics, 2019

Matching The Characteristics Of Fundus And Smartphone Camera Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Synthesis of Optical Nerve Head Region of Fundus Image.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Glaucoma Assessment from OCT images using Capsule Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
FPD-M-net: Fingerprint Image Denoising and Inpainting Using M-Net Based Convolutional Neural Networks.
CoRR, 2018

A Deep Learning based Joint Segmentation and Classification Framework for Glaucoma Assesment in Retinal Color Fundus Images.
CoRR, 2018

A supervised joint multi-layer segmentation framework for retinal optical coherence tomography images using conditional random field.
Comput. Methods Programs Biomed., 2018

Solution to overcome the sparsity issue of annotated data in medical domain.
CAAI Trans. Intell. Technol., 2018

To Learn or Not to Learn Features for Deformable Registration?
Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

Shared Encoder based Denoising of Optical Coherence Tomography Images.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Retinal Image Synthesis for CAD Development.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Construction of a Retinal Atlas for Macular OCT Volumes.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017
A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation.
CoRR, 2017

Joint optic disc and cup boundary extraction from monocular fundus images.
Comput. Methods Programs Biomed., 2017

Multimodal Registration of Retinal Images.
Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

End-to-End Learning of a Conditional Random Field for Intra-retinal Layer Segmentation in Optical Coherence Tomography.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

A Vessel Keypoint Detector for junction classification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Detection of neovascularization in retinal images using semi-supervised learning.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

M-net: A Convolutional Neural Network for deep brain structure segmentation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Crowdsourced Annotations as an Additional Form of Data Augmentation for CAD Development.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

A Deep Learning Framework for Segmentation of Retinal Layers from OCT Images.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Numerical Inversion of Circular arc Radon Transform.
IEEE Trans. Computational Imaging, 2016

Cardiac Motion Analysis by Temporal Flow Graphs.
CoRR, 2016

Domain knowledge assisted cyst segmentation in OCT retinal images.
CoRR, 2016

A hybrid approach to tissue-based intensity standardization of brain MRI images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Automatic glaucoma assessment from angio-OCT images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Glaucoma classification with a fusion of segmentation and image-based features.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A biologically inspired saliency model for color fundus images.
Proceedings of the Tenth Indian Conference on Computer Vision, 2016

2015
Optic disk and macula detection from retinal images using Generalized Motion Pattern.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

An assistive annotation system for retinal images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

PET image reconstruction and denoising on hexagonal lattices.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Online handwriting recognition using depth sensors.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Latent factor model based classification for detecting abnormalities in retinal images.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Coupled Sparse Dictionary for Depth-Based Cup Segmentation from Single Color Fundus Image.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Drishti-GS: Retinal image dataset for optic nerve head(ONH) segmentation.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Semi-automated Magnification of Small Motions in Videos.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Time-frequency analysis based motion detection in perfusion weighted MRI.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Visual saliency based bright lesion detection and discrimination in retinal images.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A Bag of Words approach for discriminating between retinal images containing exudates or drusen.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Automatic Assessment of Macular Edema From Color Retinal Images.
IEEE Trans. Medical Imaging, 2012

Depth Discontinuity-Based Cup Segmentation From Multiview Color Retinal Images.
IEEE Trans. Biomed. Eng., 2012

Detection and discrimination of disease-related abnormalities based on learning normal cases.
Pattern Recognit., 2012

Image mosaicing of low quality neonatal retinal images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Assessment of computational visual attention models on medical images.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

A method for motion detection and categorization in perfusion weighted MRI.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

Motion pattern-based image features for glaucoma detection from retinal images.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

An efficient, bolus-stage based method for motion correction in perfusion weighted MRI.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Detection of Peri-Papillary Atrophy and RNFL Defect from Retinal Images.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

A Communication System on Smart Phones and Tablets for Non-verbal Children with Autism.
Proceedings of the Computers Helping People with Special Needs, 2012

2011
Optic Disk and Cup Segmentation From Monocular Color Retinal Images for Glaucoma Assessment.
IEEE Trans. Medical Imaging, 2011

A Successive Clutter-Rejection-Based Approach for Early Detection of Diabetic Retinopathy.
IEEE Trans. Biomed. Eng., 2011

Unsupervised 3D Segmentation of Hippocampus in Brain MR Images.
Proceedings of the BIOSIGNALS 2011, 2011

2010
Assistive systems for children with dyslexia and autism.
ACM SIGACCESS Access. Comput., 2010

Optic disk and cup boundary detection using regional information.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Content-based retrieval of retinal images for maculopathy.
Proceedings of the ACM International Health Informatics Symposium, 2010

Robust matching of multi-modal retinal images using radon transform based local descriptor.
Proceedings of the ACM International Health Informatics Symposium, 2010

Motion deblurring as optimisation.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Local descriptor based on texture of projections.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Robust optic disk segmentation from colour retinal images.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Vessel Bend-Based Cup Segmentation in Retinal Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Creating User Interface for Interactive Simulations.
Proceedings of the 2010 Third IEEE International Conference on Digital Game and Intelligent Toy Enhanced Learning, 2010

2009
Curvature orientation histograms for detection and matching of vascular landmarks in retinal images.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Moving object detection by multi-view geometric techniques from a single camera mounted robot.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

2008
Image Denoising Using Matched Biorthogonal Wavelets.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Colour Retinal Image Enhancement Based on Domain Knowledge.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Impulse Noise Removal from Color Images with Hopfield Neural Network and Improved Vector Median Filter.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Appearance-based object detection in colour retinal images.
Proceedings of the International Conference on Image Processing, 2008

Extraction of Capillary Non-perfusion from Fundus Fluorescein Angiogram.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008

Automatic Segmentation of Capillary Non-Perfusion in Retinal Angiograms.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
A generalised framework for script identification.
Int. J. Document Anal. Recognit., 2007

Unsupervised Curvature-Based Retinal Vessel Segmentation.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

MuDiS - A Virtual Learning Environment.
Proceedings of the DIGITEL 2007, 2007

2006
A simple scheme for contour detection.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

An Alternative Curvature Measure for Topographic Feature Detection.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

A Computational Model for Boundary Detection.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

An Analysis of Curvature Based Ridge and Valley Detection.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Script Identification from Indian Documents.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

2005
Hexagonal Image Processing: A Practical Approach.
Advances in Pattern Recognition, Springer, ISBN: 978-1-84628-203-4, 2005

IT Enriched Science Education for Rural Schools.
Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005

2002
Framework for practical hexagonal-image processing.
J. Electronic Imaging, 2002

2001
A Real-Time Implementation of Nonlinear Unsharp Masking with FPLDs.
Real Time Imaging, 2001

A simple mechanism for curvature detection.
Pattern Recognit. Lett., 2001

Edge detection in a hexagonal-image processing framework.
Image Vis. Comput., 2001

1999
IMECO: A Reconfigurable FPGA-based Image Enhancement Co-Processor Framework.
Real Time Imaging, 1999

1997
High-Speed X-ray Image Enhancement Using FPGA Customised Hardware.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997


  Loading...