Rangaraj M. Rangayyan

According to our database1, Rangaraj M. Rangayyan
  • authored at least 174 papers between 1985 and 2017.
  • has a "Dijkstra number"2 of five.

Awards

IEEE Fellow

IEEE Fellow 2001, "For contributions to biomedical signal and image analysis.".

Timeline

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Bibliography

2017
Computerized Analysis of Mammographic Images for Detection and Characterization of Breast Cancer
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2017

Measuring signal fluctuations in gait rhythm time series of patients with Parkinson's disease using entropy parameters.
Biomed. Signal Proc. and Control, 2017

Evaluation of Deep Feedforward Neural Networks for Classification of Diffuse Lung Diseases.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Review of recent advances in segmentation of the breast boundary and the pectoral muscle in mammograms.
Med. Biol. Engineering and Computing, 2016

Quantification of knee vibroarthrographic signal irregularity associated with patellofemoral joint cartilage pathology based on entropy and envelope amplitude measures.
Computer Methods and Programs in Biomedicine, 2016

Shape, texture and statistical features for classification of benign and malignant vertebral compression fractures in magnetic resonance images.
Comp. in Bio. and Med., 2016

Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization.
Biomed. Signal Proc. and Control, 2016

Contour-independent detection and classification of mammographic lesions.
Biomed. Signal Proc. and Control, 2016

Recognition of vertebral compression fractures in magnetic resonance images using statistics of height and width.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

Detection of neovascularization near the optic disk due to diabetic retinopathy.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Analysis of Structural Similarity in Mammograms for Detection of Bilateral Asymmetry.
IEEE Trans. Med. Imaging, 2015

Computer-aided diagnosis of plus disease via measurement of vessel thickness in retinal fundus images of preterm infants.
Comp. in Bio. and Med., 2015

Detection of the nipple in mammograms with Gabor filters and the Radon transform.
Biomed. Signal Proc. and Control, 2015

Development of a screening tool for staging of diabetic retinopathy in fundus images.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Forward autoregressive modeling for stride process analysis in patients with idiopathic Parkinson's disease.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

Gaussian mixture modeling for statistical analysis of features of high-resolution CT images of diffuse pulmonary diseases.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

Computer-aided diagnosis of plus disease in retinal fundus images of preterm infants via measurement of vessel tortuosity.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of vertebral compression fractures in magnetic resonance images using spectral and fractal analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Fuzzy membership functions for analysis of high-resolution CT images of diffuse pulmonary diseases.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Semiautomatic Classification of Benign Versus Malignant Vertebral Compression Fractures Using Texture and Gray-Level Features in Magnetic Resonance Images.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014
Digital Image Processing for Ophthalmology: Detection and Modeling of Retinal Vascular Architecture
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2014

Characterization and pattern recognition of color images of dermatological ulcers - a pilot study.
The Computer Science Journal of Moldova, 2014

Detection of Blood Vessels in Retinal Fundus Images.
The Computer Science Journal of Moldova, 2014

Fractal analysis for computer-aided diagnosis of diffuse pulmonary diseases in HRCT images.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Measurement of vessel width in retinal fundus images of preterm infants with plus disease.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Spatial Correlation Analysis of Mammograms for Detection of Asymmetric Findings.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Assessment of vessel tortuosity in retinal images of preterm infants.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Development and validation of a fully automated system for detection and diagnosis of mammographic lesions.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Tracking the major temporal arcade in retinal fundus images.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

2013
Acoustical Impulse Response Functions of Music Performance Halls
Synthesis Lectures on Speech and Audio Processing, Morgan & Claypool Publishers, ISBN: 9781627051880, 2013

Computer-Aided Detection of Architectural Distortion in Prior Mammograms of Interval Cancer
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 9781627050838, 2013

Content-based Retrieval of Medical Images: Landmarking, Indexing, and Relevance Feedback
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 9781627051422, 2013

Classification of Color Images of Dermatological Ulcers.
IEEE J. Biomedical and Health Informatics, 2013

Computer-aided Diagnosis of Proliferative Diabetic Retinopathy via Modeling of the Major Temporal Arcade in Retinal Fundus Images.
J. Digital Imaging, 2013

Automatic Detection of the Nipple in Screen-Film and Full-field Digital Mammograms Using a Novel Hessian-Based Method.
J. Digital Imaging, 2013

Estimation of the breast skin-line in mammograms using multidirectional Gabor filters.
Comp. in Bio. and Med., 2013

Measures of divergence of oriented patterns for the detection of architectural distortion in prior mammograms.
Int. J. Computer Assisted Radiology and Surgery, 2013

Measures of angular spread and entropy for the detection of architectural distortion in prior mammograms.
Int. J. Computer Assisted Radiology and Surgery, 2013

Fractal analysis of knee-joint vibroarthrographic signals via power spectral analysis.
Biomed. Signal Proc. and Control, 2013

Evaluation and amelioration of computer-aided diagnosis with artificial neural networks utilizing small-sized sample sets.
Biomed. Signal Proc. and Control, 2013

Automatic localization of the nipple in mammograms using Gabor filters and the Radon transform.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Measures of radial correlation and trend for classification of breast masses in mammograms.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Segmentation of dermatological ulcers using clustering of color components.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

2012
Fractal Analysis of Breast Masses in Mammograms
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 9781627050692, 2012

Parabolic Modeling of the Major Temporal Arcade in Retinal Fundus Images.
IEEE Trans. Instrumentation and Measurement, 2012

Fractal analysis and classification of breast masses using the power spectra of signatures of contours.
J. Electronic Imaging, 2012

Statistical measures of orientation of texture for the detection of architectural distortion in prior mammograms of interval-cancer.
J. Electronic Imaging, 2012

Detection of architectural distortion in prior mammograms using statistical measures of orientation of texture.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Detection of architectural distortion in prior mammograms using measures of angular dispersion.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2012

A graphical user interface for measurement of the openness of the retinal temporal arcade.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2012

Computer-aided diagnosis of proliferative diabetic retinopathy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A graphical user interface for measurement of temporal arcade angles in fundus images of the retina.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

Detection of architectural distortion using coherence in relation to the expected orientation of breast tissue.
Proceedings of CBMS 2012, 2012

Detection of masses in mammograms using region growing controlled by multilevel thresholding.
Proceedings of CBMS 2012, 2012

2011
Digital Image Processing for Ophthalmology: Detection of the Optic Nerve Head
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2011

Modeling and Analysis of Shape with Applications in Computer-Aided Diagnosis of Breast Cancer
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2011

Detection of Architectural Distortion in Prior Mammograms.
IEEE Trans. Med. Imaging, 2011

Detection of architectural distortion in prior mammograms using measures of angular distribution.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Classification of dermatological ulcers based on tissue composition and color texture features.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

An empirical investigation into application of a fast discrete 2D S-transform algorithm to provide localized measures of texture in images.
Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

2010
Analysis of Oriented Texture with Applications to the Detection of Architectural Distortion in Mammograms
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2010

Detection of the Optic Nerve Head in Fundus Images of the Retina Using the Hough Transform for Circles.
J. Digital Imaging, 2010

Detection of the Optic Nerve Head in Fundus Images of the Retina with Gabor Filters and Phase Portrait Analysis.
J. Digital Imaging, 2010

Effect of Pixel Resolution on Texture Features of Breast Masses in Mammograms.
J. Digital Imaging, 2010

Segmentation and Analysis of the Glomerular Basement Membrane in Renal Biopsy Samples Using Active Contours: A Pilot Study.
J. Digital Imaging, 2010

Computer-Aided Detection of Architectural Distortion in Prior Mammograms of Interval Cancer.
J. Digital Imaging, 2010

Analysis of the Glomerular Basement Membrane in Images of Renal Biopsies Using the Split-and-Merge Method: A Pilot Study.
J. Digital Imaging, 2010

Automatic Segmentation of the Ribs, the Vertebral Column, and the Spinal Canal in Pediatric Computed Tomographic Images.
J. Digital Imaging, 2010

Correction to "Detection of architectural distortion in prior mammograms using Gabor filters, phase portraits, fractal dimension, and texture analysis [1]".
Int. J. Computer Assisted Radiology and Surgery, 2010

Screening of knee-joint vibroarthrographic signals using probability density functions estimated with Parzen windows.
Biomed. Signal Proc. and Control, 2010

Detection of architectural distortion in prior mammograms using fractal analysis and angular spread of power.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Segmentation of cell nuclei in images of renal biopsy samples.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

Spectral verification of an experimentally derived acoustical impulse response function of a music performance hall.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

Segmentation and analysis of the tissue composition of dermatological ulcers.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

2009
Landmarking and Segmentation of 3D CT Images
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2009

Computer-Aided Detection and Diagnosis of Breast Cancer With Mammography: Recent Advances.
IEEE Trans. Information Technology in Biomedicine, 2009

Digital image processing and pattern recognition techniques for the detection of cancer.
Pattern Recognition, 2009

Introduction to the Issue on Digital Image Processing Techniques for Oncology.
J. Sel. Topics Signal Processing, 2009

Segmentation of the pelvic girdle in pediatric computed tomographic images.
J. Electronic Imaging, 2009

Detection of microcalcifications in mammograms using error of prediction and statistical measures.
J. Electronic Imaging, 2009

POSTGRESQL-IE: An Image-handling Extension for PostgreSQL.
J. Digital Imaging, 2009

INDIAM - An e-Learning System for the Interpretation of Mammograms.
J. Digital Imaging, 2009

An Unbiased Linear Adaptive Filter with Normalized Coefficients for the Removal of Noise in Electrocardiographic Signals.
IJCINI, 2009

Classification of Breast Masses in Mammograms Using Radial Basis Functions and Simulated Annealing.
IJCINI, 2009

Landmarking and segmentation of computed tomographic images of pediatric patients with neuroblastoma.
Int. J. Computer Assisted Radiology and Surgery, 2009

Evaluation of the sensitivity of a medical data-mining application to the number of elements in small databases.
Biomed. Signal Proc. and Control, 2009

Segmentation of the effective area of images of renal biopsy samples.
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

Filtering and removal of the effects of the transducers on the acoustical impulse response of concert halls.
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

2008
Polygonal Modeling of Contours of Breast Tumors With the Preservation of Spicules.
IEEE Trans. Biomed. Engineering, 2008

Screening of knee-joint vibroarthrographic signals using statistical parameters and radial basis functions.
Med. Biol. Engineering and Computing, 2008

Classification of breast masses using a committee machine of artificial neural networks.
J. Electronic Imaging, 2008

Polygonal approximation of contours based on the turning angle function.
J. Electronic Imaging, 2008

Detection of blood vessels in the retina with multiscale Gabor filters.
J. Electronic Imaging, 2008

Classification of Breast Masses Using Selected Shape, Edge-sharpness, and Texture Features with Linear and Kernel-based Classifiers.
J. Digital Imaging, 2008

Radon-Domain Detection of the Nipple and the Pectoral Muscle in Mammograms.
J. Digital Imaging, 2008

Feature Extraction from a Signature Based on the Turning Angle Function for the Classification of Breast Tumors.
J. Digital Imaging, 2008

Screening of knee-joint vibroarthrographic signals using the strict 2-surface proximal classifier and genetic algorithm.
Comp. in Bio. and Med., 2008

Detection of architectural distortion in prior screening mammograms using Gabor filters, phase portraits, fractal dimension, and texture analysis.
Int. J. Computer Assisted Radiology and Surgery, 2008

Reducing the semantic gap in content-based image retrieval in mammography with relevance feedback and inclusion of expert knowledge.
Int. J. Computer Assisted Radiology and Surgery, 2008

Detection of architectural distortion in mammograms acquired prior to the detection of breast cancer using texture and fractal analysis.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

2007
Classification of breast masses via nonlinear transformation of features based on a kernel matrix.
Med. Biol. Engineering and Computing, 2007

Segmentation and analysis of neuroblastoma.
J. Franklin Institute, 2007

A review of computer-aided diagnosis of breast cancer: Toward the detection of subtle signs.
J. Franklin Institute, 2007

Special issue: Medical applications of signal processing.
J. Franklin Institute, 2007

Analysis of bilateral asymmetry in mammograms using directional, morphological, and density features.
J. Electronic Imaging, 2007

Analysis of breast tumors in mammograms using the pairwise Rayleigh quotient classifier.
J. Electronic Imaging, 2007

Design and performance analysis of oriented feature detectors.
J. Electronic Imaging, 2007

Errata: Classification of breast masses in mammograms using neural networks with shape, edge sharpness, and texture features.
J. Electronic Imaging, 2007

Errata: Content-based retrieval and analysis of mammographic masses.
J. Electronic Imaging, 2007

Fractal Analysis of Contours of Breast Masses in Mammograms.
J. Digital Imaging, 2007

Content-based Retrieval of Mammograms Using Visual Features Related to Breast Density Patterns.
J. Digital Imaging, 2007

Three-Dimensional Segmentation of the Tumor in Computed Tomographic Images of Neuroblastoma.
J. Digital Imaging, 2007

Reduction of false positives in the detection of architectural distortion in mammograms by using a geometrically constrained phase portrait model.
Int. J. Computer Assisted Radiology and Surgery, 2007

Strict 2-Surface Proximal Classifier with Application to Breast Cancer Detection in Mammograms.
Proceedings of the IEEE International Conference on Acoustics, 2007

Analysis of Knee-Joint Vibroarthrographic Signals Using Statistical Measures.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
A new approach for breast skin-line estimation in mammograms.
Pattern Anal. Appl., 2006

Gabor filters and phase portraits for the detection of architectural distortion in mammograms.
Med. Biol. Engineering and Computing, 2006

Gabor filters and phase portraits for the detection of architectural distortion in mammograms.
Med. Biol. Engineering and Computing, 2006

Classification of breast masses in mammograms using genetic programming and feature selection.
Med. Biol. Engineering and Computing, 2006

Method for the automatic detection and segmentation of the spinal canal in computed tomographic images.
J. Electronic Imaging, 2006

Classification of breast masses in mammograms using neural networks with shape, edge sharpness, and texture features.
J. Electronic Imaging, 2006

2005
Content-based retrieval and analysis of mammographic masses.
J. Electronic Imaging, 2005

Performance Analysis of Oriented Feature Detectors.
Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005

Relationship Between the Stroma Edge and Skin-Air Boundary for Generating a Dependency Approach to Skin-Line Estimation in Screening Mammograms.
Proceedings of the Pattern Recognition and Image Analysis, 2005

A Novel Approach for Breast Skin-Line Estimation in Mammograms.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Automatic identification of the pectoral muscle in mammograms.
IEEE Trans. Med. Imaging, 2004

Three-dimensional segmentation of the tumor mass in computed tomographic images of neuroblastoma.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Detection of architectural distortion in mammograms using phase portraits.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

An iterative linear algorithm for the analysis of oriented patterns.
Proceedings of the Image Processing: Algorithms and Systems III, 2004

2003
Fuzzy fusion operators to combine results of complementary medical image segmentation techniques.
J. Electronic Imaging, 2003

Segmentation of breast tumors in mammograms using fuzzy sets.
J. Electronic Imaging, 2003

An indexed atlas of digital mammograms for computer-aided diagnosis of breast cancer.
Annales des Télécommunications, 2003

2001
Detection of Breast Masses in Mammograms by Density Slicing and Texture Flow-field Analysis.
IEEE Trans. Med. Imaging, 2001

Analysis of Asymmetry in Mammograms via Directional Filtering with Gabor Wavelets.
IEEE Trans. Med. Imaging, 2001

Feature identification in the time-frequency plane by using the Hough-Radon transform.
Pattern Recognition, 2001

Segmentation-based lossless compression of burn wound images.
J. Electronic Imaging, 2001

Parallel implementation of the adaptive neighborhood contrast enhancement technique using histogram-based image partitioning.
J. Electronic Imaging, 2001

Audification and sonification of texture in images.
J. Electronic Imaging, 2001

Adaptive-neighborhood histogram equalization of color images.
J. Electronic Imaging, 2001

A time-frequency approach for auditory display of time-varying signals.
Proceedings of the Signal and Image Processing (SIP 2001), 2001

2000
Gradient and Texture Analysis for the Classification of Mammography Masses.
IEEE Trans. Med. Imaging, 2000

Adaptive time-frequency analysis of knee joint vibroarthrographic signals for noninvasive screening of articular cartilage pathology.
IEEE Trans. Biomed. Engineering, 2000

Filtering noise in color images using adaptive-neighborhood statistics.
J. Electronic Imaging, 2000

Directional Analysis of Images with Gabor Wavelets.
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000

Segmentation and classification of mammographic masses.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

1999
Fuzzy fusion of results of medical image segmentation.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Segmentation-Based Lossless Compression for Color Images.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Filtering multiplicative noise in images using adaptive region-based statistics.
J. Electronic Imaging, 1998

Detection of Breast Tumor Boundaries Using ISO-Intensity Contours and Dynamic Thresholding.
Proceedings of the Digital Mammography, 1998

1997
A Segmentation-Based Lossless Image Coding Method for High-Resolution Medical Image Compression.
IEEE Trans. Med. Imaging, 1997

Measures of Acutance and Shape for Classification of Breast Tumors.
IEEE Trans. Med. Imaging, 1997

Improvement of sensitivity of breast cancer diagnosis with adaptive neighborhood contrast enhancement of mammograms.
IEEE Trans. Information Technology in Biomedicine, 1997

Complex cepstral filtering of images and echo removal in the radon domain.
Pattern Recognition, 1997

Lossless compression of continuous-tone images by combined inter-bit-plane decorrelation and JBIG coding.
J. Electronic Imaging, 1997

Parabolic Modeling and Classification of Breast Tumors.
International Journal of Shape Modeling, 1997

Texture element extraction via cepstral filtering of projections.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1995
Algorithm for the computation of region-based image edge profile acutance.
J. Electronic Imaging, 1995

1994
Application of shape analysis to mammographic calcifications.
IEEE Trans. Med. Imaging, 1994

Two-dimensional restoration of single photon emission computed tomography images using the Kalman filter.
IEEE Trans. Med. Imaging, 1994

Adaptive-neighborhood image deblurring.
J. Electronic Imaging, 1994

Iterative method for blind deconvolution.
J. Electronic Imaging, 1994

Lossless compression of Peanoscanned images.
J. Electronic Imaging, 1994

Adaptive neighborhood mean and median image filtering.
J. Electronic Imaging, 1994

1993
An algorithm for direct computation of 2-D linear prediction coefficients.
IEEE Trans. Signal Processing, 1993

Effect of peanoscanning on image compression.
Proceedings of the Visual Information Processing II, Orlando, FL, USA, April 11, 1993, 1993

1992
Region-based contrast enhancement of mammograms.
IEEE Trans. Med. Imaging, 1992

Performance analysis of reversible image compression techniques for high-resolution digital teleradiology.
IEEE Trans. Med. Imaging, 1992

Preconstruction restoration of myocardial single photon emission computed tomography images.
IEEE Trans. Med. Imaging, 1992

Adaptive-neighborhood histogram equalization for image enhancement.
CVGIP: Graphical Model and Image Processing, 1992

Shape analysis of mammographic calcifications.
Proceedings of the Fifth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'92), 1992

1991
Directional Analysis of Images in Scale Space.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

1990
Reduction of interference in knee sound signals by adaptive filtering.
Proceedings of the Third Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'90), 1990

Analysis directional features in images using Gabor filters.
Proceedings of the Third Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'90), 1990

1985
Display of 3D anisotropic images from limited-view computed tomograms.
Computer Vision, Graphics, and Image Processing, 1985


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