Hossein Rabbani
Orcid: 0000-0002-0551-3636
According to our database1,
Hossein Rabbani
authored at least 110 papers
between 2006 and 2024.
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Bibliography
2024
X-Let's Atom Combinations for Modeling and Denoising of OCT Images by Modified Morphological Component Analysis.
IEEE Trans. Medical Imaging, February, 2024
IEEE Trans. Instrum. Meas., 2024
2023
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
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
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
IEEE Signal Process. Lett., 2022
Automatic esophagus Z-line delineation in endoscopic images using a new boundary linking method.
IET Image Process., 2022
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
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
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
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
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
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
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
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
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
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
Comput. Biol. Medicine, 2017
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
IEEE Trans. Medical Imaging, 2016
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
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
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
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
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
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
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
IEEE Trans. Biomed. Eng., 2009
Pattern Recognit., 2009
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