Hossein Rabbani

Orcid: 0000-0002-0551-3636

According to our database1, Hossein Rabbani authored at least 113 papers between 2006 and 2024.

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

2024
Tensor Ring Decomposition Guided Dictionary Learning for OCT Image Denoising.
IEEE Trans. Medical Imaging, July, 2024

X-Let's Atom Combinations for Modeling and Denoising of OCT Images by Modified Morphological Component Analysis.
IEEE Trans. Medical Imaging, February, 2024

Local Self-Similar Solution of ADMM for Denoising of Retinal OCT Images.
IEEE Trans. Instrum. Meas., 2024

A New Method for the Localization of Hard Exudates Based on Analyzing Intensity Incremental-Decremental Trends.
IEEE Trans. Instrum. Meas., 2024

Total variation regularized tensor ring decomposition for OCT image denoising and super-resolution.
Comput. Biol. Medicine, 2024

2023
Mixed multiscale BM4D for three-dimensional optical coherence tomography denoising.
Comput. Biol. Medicine, March, 2023

An efficient deep learning framework for P300 evoked related potential detection in EEG signal.
Comput. Methods Programs Biomed., February, 2023

A Computationally Efficient Red-Lesion Extraction Method for Retinal Fundus Images.
IEEE Trans. Instrum. Meas., 2023

Biased Deep Learning Methods in Detection of COVID-19 Using CT Images: A Challenge Mounted by Subject-Wise-Split ISFCT Dataset.
J. Imaging, 2023

Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation.
CoRR, 2023

2022
Reconstruction of Connected Digital Lines Based on Constrained Regularization.
IEEE Trans. Image Process., 2022

A Device-Independent, Shape Preserving Retinal Optical Coherence Tomography Image Alignment Method Applying TV-Unet for RPE Layer Detection.
IEEE Trans. Instrum. Meas., 2022

Logarithmic Moments for Mixture of Symmetric Alpha Stable Modelling.
IEEE Signal Process. Lett., 2022

Automatic esophagus Z-line delineation in endoscopic images using a new boundary linking method.
IET Image Process., 2022

Automatic Detection of Microaneurysms in OCT Images Using Bag of Features.
CoRR, 2022

Combining Non-Data-Adaptive Transforms for OCT Image Denoising by Iterative Basis Pursuit.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Stochastic Differential Equations for Automatic Quality Control of Retinal Optical Coherence Tomography images.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Mixture of Symmetric Stable Distributions for Macular Pathology Detection in Optical Coherence Tomography Scans.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Automatic Classification of Macular Diseases from OCT Images Using CNN Guided with Edge Convolutional Layer.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Detection of Retinal Abnormalities in OCT Images Using Wavelet Scattering Network.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Modeling of Retinal Optical Coherence Tomography Based on Stochastic Differential Equations: Application to Denoising.
IEEE Trans. Medical Imaging, 2021

Reconstruction of Optical Coherence Tomography Images Using Mixed Low Rank Approximation and Second Order Tensor Based Total Variation Method.
IEEE Trans. Medical Imaging, 2021

A Multichannel Intraluminal Impedance Gastroesophageal Reflux Characterization Algorithm Based On Sparse Representation.
IEEE J. Biomed. Health Informatics, 2021

A Lightweight Mimic Convolutional Auto-Encoder for Denoising Retinal Optical Coherence Tomography Images.
IEEE Trans. Instrum. Meas., 2021

Analysis of a Novel Segmentation Algorithm for Optical Coherence Tomography Images Based on Pixels Intensity Correlations.
IEEE Trans. Instrum. Meas., 2021

2020
Multivariate Statistical Modeling of Retinal Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2020

An Exact and Fast CBCT Reconstruction via Pseudo-Polar Fourier Transform-Based Discrete Grangeat's Formula.
IEEE Trans. Image Process., 2020

Super-Resolution of Optical Coherence Tomography Images by Scale Mixture Models.
IEEE Trans. Image Process., 2020

Sparse Domain Gaussianization for Multi-Variate Statistical Modeling of Retinal OCT Images.
IEEE Trans. Image Process., 2020

Using hidden Markov model to predict recurrence of breast cancer based on sequential patterns in gene expression profiles.
J. Biomed. Informatics, 2020

Retinal optical coherence tomography image classification with label smoothing generative adversarial network.
Neurocomputing, 2020

Classification of dry age-related macular degeneration and diabetic macular oedema from optical coherence tomography images using dictionary learning.
IET Image Process., 2020

Multiscale Sparsifying Transform Learning for Image Denoising.
CoRR, 2020

2019
Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification.
IEEE Trans. Medical Imaging, 2019

Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network.
IEEE Signal Process. Lett., 2019

Automatic Multifaceted Matlab Package for Analysis of Ocular Images (AMPAO).
SoftwareX, 2019

A novel feature selection method for microarray data classification based on hidden Markov model.
J. Biomed. Informatics, 2019

Local comparison of cup to disc ratio in right and left eyes based on fusion of color fundus images and OCT B-scans.
Inf. Fusion, 2019

New image-guided method for localisation of an active capsule endoscope in the stomach.
IET Image Process., 2019

Classification of dry age-related macular degeneration and diabetic macular edema from optical coherence tomography images using dictionary learning.
CoRR, 2019

Three-dimensional optical coherence tomography image denoising through multi-input fully-convolutional networks.
Comput. Biol. Medicine, 2019

Supervised dictionary learning of EEG signals for mild cognitive impairment diagnosis.
Biomed. Signal Process. Control., 2019

Bandlets on Oriented Graphs: Application to Medical Image Enhancement.
IEEE Access, 2019

Liquid Gastroesophageal Reflux Characterization by Investigating Multichannel Intraluminal Impedance-pH Monitoring Data.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A New Texture-Based Segmentation Method for Optical Coherence Tomography Images.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Optical oherence tomography image reconstruction Using Morphological Component Analysis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Geometrical X-lets for Image Denoising.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

OCT Image Denoising Based on Asymmetric Normal Laplace Mixture Model.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Macular OCT Classification Using a Multi-Scale Convolutional Neural Network Ensemble.
IEEE Trans. Medical Imaging, 2018

Missing Surface Estimation Based on Modified Tikhonov Regularization: Application for Destructed Dental Tissue.
IEEE Trans. Image Process., 2018

Fully Automated Segmentation of Fluid/Cyst Regions in Optical Coherence Tomography Images With Diabetic Macular Edema Using Neutrosophic Sets and Graph Algorithms.
IEEE Trans. Biomed. Eng., 2018

Three-dimensional Optical Coherence Tomography Image Denoising via Multi-input Fully-Convolutional Networks.
CoRR, 2018

Intra-Retinal Layer Segmentation of Optical Coherence Tomography Using 3D Fully Convolutional Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
3D Curvelet-Based Segmentation and Quantification of Drusen in Optical Coherence Tomography Images.
J. Electr. Comput. Eng., 2017

A hybrid method for 3D mosaicing of OCT images of macula and Optic Nerve Head.
Comput. Biol. Medicine, 2017

Circlet based framework for optic disk detection.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Alignment of optic nerve head optical coherence tomography B-scans in right and left eyes.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Exact localization of breakpoints of Retinal pigment epithelium in Optical Coherence Tomography of Optic Nerve Head.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Automatic detection of Hyperreflective Foci in optical coherence tomography B-scans using Morphological Component Analysis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Non-rigid registration of Fluorescein Angiography and Optical Coherence Tomography via scanning laser ophthalmoscope imaging.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Statistical modeling of Optical Coherence Tomography images by asymmetric Normal Laplace mixture model.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Statistical Modeling of Retinal Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2016

Analyzing features by SWLDA for the classification of HEp-2 cell images using GMM.
Pattern Recognit. Lett., 2016

Obtaining Thickness Maps of Corneal Layers Using the Optimal Algorithm for Intracorneal Layer Segmentation.
Int. J. Biomed. Imaging, 2016

2015
Three Dimensional Data-Driven Multi Scale Atomic Representation of Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2015

Image Restoration Using Gaussian Mixture Models With Spatially Constrained Patch Clustering.
IEEE Trans. Image Process., 2015

Stable Gene Signature Selection for Prediction of Breast Cancer Recurrence Using Joint Mutual Information.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

A simple and accurate method for white blood cells segmentation using K-means algorithm.
Proceedings of the 2015 IEEE Workshop on Signal Processing Systems, 2015

Circlet based framework for red blood cells segmentation and counting.
Proceedings of the 2015 IEEE Workshop on Signal Processing Systems, 2015

A fast and accurate dental micro-CT image denoising based on total variation modeling.
Proceedings of the 2015 IEEE Workshop on Signal Processing Systems, 2015

Detecting different sub-types of acute myelogenous leukemia using dictionary learning and sparse representation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Asymmetry evaluation of fundus images in right and left eyes using radon transform and fractal analysis.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2014
A new combined method based on curvelet transform and morphological operators for automatic detection of foveal avascular zone.
Signal Image Video Process., 2014

Segmentation of Choroidal Boundary in Enhanced Depth Imaging OCTs Using a Multiresolution Texture Based Modeling in Graph Cuts.
Comput. Math. Methods Medicine, 2014

Selection of the best features for leukocytes classification in blood smear microscopic images.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

A comparison of x-lets in denoising cDNA microarray images.
Proceedings of the IEEE International Conference on Acoustics, 2014

Combination of graph theoretic grouping and time-frequency analysis for image segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
An Accurate Multimodal 3-D Vessel Segmentation Method Based on Brightness Variations on OCT Layers and Curvelet Domain Fundus Image Analysis.
IEEE Trans. Biomed. Eng., 2013

Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map.
Medical Image Anal., 2013

Optical Coherence Tomography Noise Reduction Using Anisotropic Local Bivariate Gaussian Mixture Prior in 3D Complex Wavelet Domain.
Int. J. Biomed. Imaging, 2013

Vessel-based registration of fundus and optical coherence tomography projection images of retina using a quadratic registration model.
IET Image Process., 2013

Thickness Mapping of Eleven Retinal Layers in Normal Eyes Using Spectral Domain Optical Coherence Tomography.
CoRR, 2013

Vessel centerlines extraction from Fundus Fluorescein Angiogram based on Hessian analysis of directional curvelet subbands.
Proceedings of the IEEE International Conference on Acoustics, 2013

Intra-retinal layer segmentation of optical coherence tomography using diffusion map.
Proceedings of the IEEE International Conference on Acoustics, 2013

Vessel segmentation in images of optical coherence tomography using shadow information and thickening of Retinal Nerve Fiber Layer.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Automatic optic disk boundary extraction by the use of curvelet transform and deformable variational level set model.
Pattern Recognit., 2012

Extraction of Nucleolus Candidate Zone in White Blood Cells of Peripheral Blood Smear Images Using Curvelet Transform.
Comput. Math. Methods Medicine, 2012

Diabetic Retinopathy Grading by Digital Curvelet Transform.
Comput. Math. Methods Medicine, 2012

A pre-compensation algorithm for different optical aberrations using an enhanced wiener filter and edge tapering.
Proceedings of the 11th International Conference on Information Science, 2012

Forming projection images from each layer of retina using diffusion may based OCT segmentation.
Proceedings of the 11th International Conference on Information Science, 2012

A new combined method for character recognizing in Farsi printed scripts using principal component analysis.
Proceedings of the 2012 International Conference on Advances in Computing, 2012

Detection and registration of vessels of fundus and OCT images using curevelet analysis.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Posterior ECG: Producing a new electrocardiogram signal from vectorcardiogram using partial linear transformation.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Partial linear transformation of vectorcardiogram to 12 lead electrocardiogram signals.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Ischemia detection via dynamic time warping and fuzzy rules.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Detection of QRS complex in electrocardiogram signal based on a combination of hilbert transform, wavelet transform and adaptive thresholding.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Local probability distribution of natural signals in sparse domains.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Video deblurring in complex wavelet domain using local Laplace prior for enhancement and anisotropic spatially adaptive denoising for PSF detection.
Proceedings of the International Conference on Image Processing, 2010

A new curvelet transform based method for extraction of red lesions in digital color retinal images.
Proceedings of the International Conference on Image Processing, 2010

2009
Wavelet-Domain Medical Image Denoising Using Bivariate Laplacian Mixture Model.
IEEE Trans. Biomed. Eng., 2009

Image denoising in steerable pyramid domain based on a local Laplace prior.
Pattern Recognit., 2009

Extraction of retinal blood vessels by curvelet transform.
Proceedings of the International Conference on Image Processing, 2009

Shape adaptive estimation of variance in steerable pyramid domain and its application for spatially adaptive image enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Speckle Noise Reduction of Medical Ultrasound Images in Complex Wavelet Domain Using Mixture Priors.
IEEE Trans. Biomed. Eng., 2008

Image/video denoising based on a mixture of Laplace distributions with local parameters in multidimensional complex wavelet domain.
Signal Process., 2008

2007
Image denoising in complex wavelet domain using a mixture of bivariate laplacian distributions with local parameters.
Proceedings of the Visual Information Processing XVI, 2007

Video denoising based on a bivariate cauchy distribution in 3-D complex wavelet domain.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Image denoising based on a mixture of circular symmetric Laplacian models in complex wavelet domain.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Image Denoising Employing a Mixture of Circular Symmetric Laplacian Models with Local Parameters in Complex Wavelet Domain.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Image Denoising Based on A Mixture of Bivariate Laplacian Models in Complex Wavelet Domain.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Image Denoising Based on a Mixture of Laplace Distributions with Local Parameters in Complex Wavelet Domain.
Proceedings of the International Conference on Image Processing, 2006


  Loading...