Hossein Rabbani

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 74

Top Venues

EMBC

IEEE Trans. Medical Imaging

ICIP

CoRR

Publications

Parisa Ghaderi Daneshmand, Hossein Rabbani
Total variation regularized tensor ring decomposition for OCT image denoising and super-resolution. Comput. Biol. Medicine 177 (2024)
Parisa Ghaderi Daneshmand, Hossein Rabbani
Tensor Ring Decomposition Guided Dictionary Learning for OCT Image Denoising. IEEE Trans. Medical Imaging 43 (7) (2024)
Raha Razavi, Gerlind Plonka, Hossein Rabbani
X-Let's Atom Combinations for Modeling and Denoising of OCT Images by Modified Morphological Component Analysis. IEEE Trans. Medical Imaging 43 (2) (2024)
Mahnoosh Tajmirriahi, Zahra Amini, Hossein Rabbani
Local Self-Similar Solution of ADMM for Denoising of Retinal OCT Images. IEEE Trans. Instrum. Meas. 73 (2024)
Pedram Havaei, Maryam Zekri, Elham Mahmoudzadeh, Hossein Rabbani
An efficient deep learning framework for P300 evoked related potential detection in EEG signal. Comput. Methods Programs Biomed. 229 (2023)
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Bhavna Josephine Antony, Hiroshi Ishikawa
Mixed multiscale BM4D for three-dimensional optical coherence tomography denoising. Comput. Biol. Medicine 155 (2023)
Maryam Monemian, Hossein Rabbani
A Computationally Efficient Red-Lesion Extraction Method for Retinal Fundus Images. IEEE Trans. Instrum. Meas. 72 (2023)
Farnaz Sedighin, Andrzej Cichocki, Hossein Rabbani
Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation. CoRR (2023)
Shiva Parsarad, Narges Saeedizadeh, Ghazaleh Jamalipour Soufi, Shamim Shafieyoon, Farzaneh Hekmatnia, Andrew Parviz Zarei, Samira Soleimany, Amir Yousefi, Hengameh Nazari, Pegah Torabi, Abbas S. Milani, Seyed Ali Madani Tonekaboni, Hossein Rabbani, Ali Hekmatnia, Rahele Kafieh
Biased Deep Learning Methods in Detection of COVID-19 Using CT Images: A Challenge Mounted by Subject-Wise-Split ISFCT Dataset. J. Imaging 9 (8) (2023)
Mahnoosh Tajmirriahi, Zahra Amini, Hossein Rabbani
Logarithmic Moments for Mixture of Symmetric Alpha Stable Modelling. IEEE Signal Process. Lett. 29 (2022)
Mehrnaz Aghanouri, Nasim Dadashi Serej, Hossein Rabbani, Peyman Adibi
Automatic esophagus Z-line delineation in endoscopic images using a new boundary linking method. IET Image Process. 16 (14) (2022)
Narges Saeedizadeh, Mahnoosh Tajmirriahi, Alireza Haghani, Zahra Amini, Elias Khalili Pour, Hamid Riazi-Esfahani, Kaveh Fadakar, Rahele Kafieh, Hossein Rabbani
A Device-Independent, Shape Preserving Retinal Optical Coherence Tomography Image Alignment Method Applying TV-Unet for RPE Layer Detection. IEEE Trans. Instrum. Meas. 71 (2022)
Mojtaba Lashgari, Hossein Rabbani, Gerlind Plonka, Ivan W. Selesnick
Reconstruction of Connected Digital Lines Based on Constrained Regularization. IEEE Trans. Image Process. 31 (2022)
Mahnoosh Tajmirriahi, Reyhaneh Rostamian, Zahra Amini, Arsham Hamidi, Azhar Zam, Hossein Rabbani
Mixture of Symmetric Stable Distributions for Macular Pathology Detection in Optical Coherence Tomography Scans. EMBC (2022)
Ebrahim Nasr-Esfahani, Parisa Ghaderi Daneshmand, Hossein Rabbani, Gerlind Plonka
Automatic Classification of Macular Diseases from OCT Images Using CNN Guided with Edge Convolutional Layer. EMBC (2022)
Elahe Sadat Kazemi Nasab, Ramin Almasi, Bijan Shoushtarian, Ehsan Golkar, Hossein Rabbani
Automatic Detection of Microaneurysms in OCT Images Using Bag of Features. CoRR (2022)
Raha Razavi, Hossein Rabbani, Gerlind Plonka
Combining Non-Data-Adaptive Transforms for OCT Image Denoising by Iterative Basis Pursuit. ICIP (2022)
Mahnoosh Tajmirriahi, Reyhaneh Rostamian, Zahra Amini, Arsham Hamidi, Azhar Zam, Hossein Rabbani
Stochastic Differential Equations for Automatic Quality Control of Retinal Optical Coherence Tomography images. EMBC (2022)
Zahra Baharlouei, Hossein Rabbani, Gerlind Plonka
Detection of Retinal Abnormalities in OCT Images Using Wavelet Scattering Network. EMBC (2022)
Parisa Ghaderi Daneshmand, Alireza Mehridehnavi, Hossein Rabbani
Reconstruction of Optical Coherence Tomography Images Using Mixed Low Rank Approximation and Second Order Tensor Based Total Variation Method. IEEE Trans. Medical Imaging 40 (3) (2021)
Maryam Monemian, Hossein Rabbani
Analysis of a Novel Segmentation Algorithm for Optical Coherence Tomography Images Based on Pixels Intensity Correlations. IEEE Trans. Instrum. Meas. 70 (2021)
Mahnoosh Tajmirriahi, Rahele Kafieh, Zahra Amini, Hossein Rabbani
A Lightweight Mimic Convolutional Auto-Encoder for Denoising Retinal Optical Coherence Tomography Images. IEEE Trans. Instrum. Meas. 70 (2021)
Mahnoosh Tajmirriahi, Zahra Amini, Arsham Hamidi, Azhar Zam, Hossein Rabbani
Modeling of Retinal Optical Coherence Tomography Based on Stochastic Differential Equations: Application to Denoising. IEEE Trans. Medical Imaging 40 (8) (2021)
Azra Rasouli Kenari, Hossein Rabbani, Saeed Kermani, Mostafa Raisi, Maryam Soheilipour, Peyman Adibi
A Multichannel Intraluminal Impedance Gastroesophageal Reflux Characterization Algorithm Based On Sparse Representation. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Parisa Ghaderi Daneshmand, Hossein Rabbani, Alireza Mehridehnavi
Super-Resolution of Optical Coherence Tomography Images by Scale Mixture Models. IEEE Trans. Image Process. 29 (2020)
Niloufar Teyfouri, Hossein Rabbani, Raheleh Kafieh, Iraj Jabbari
An Exact and Fast CBCT Reconstruction via Pseudo-Polar Fourier Transform-Based Discrete Grangeat's Formula. IEEE Trans. Image Process. 29 (2020)
Mohammadreza Momenzadeh, Mohammadreza Sehhati, Hossein Rabbani
Using hidden Markov model to predict recurrence of breast cancer based on sequential patterns in gene expression profiles. J. Biomed. Informatics 111 (2020)
Xingxin He, Leyuan Fang, Hossein Rabbani, Xiangdong Chen, Zhimin Liu
Retinal optical coherence tomography image classification with label smoothing generative adversarial network. Neurocomputing 405 (2020)
Elahe Mousavi, Rahele Kafieh, Hossein Rabbani
Classification of dry age-related macular degeneration and diabetic macular oedema from optical coherence tomography images using dictionary learning. IET Image Process. 14 (8) (2020)
Zahra Amini, Hossein Rabbani, Ivan W. Selesnick
Sparse Domain Gaussianization for Multi-Variate Statistical Modeling of Retinal OCT Images. IEEE Trans. Image Process. 29 (2020)
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Neda Noormohammadi
Multiscale Sparsifying Transform Learning for Image Denoising. CoRR (2020)
Maryam Samieinasab, Zahra Amini, Hossein Rabbani
Multivariate Statistical Modeling of Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 39 (11) (2020)
Rahele Kafieh, Zahra Amini, Hossein Rabbani, Bahareh Kaviani Baghbaderani, Bahareh Salafian, Fatemeh Mazaheri, Marzieh Mokhtari
Automatic Multifaceted Matlab Package for Analysis of Ocular Images (AMPAO). SoftwareX 10 (2019)
Leyuan Fang, Chong Wang, Shutao Li, Hossein Rabbani, Xiangdong Chen, Zhimin Liu
Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification. IEEE Trans. Medical Imaging 38 (8) (2019)
Rahele Kafieh, Hossein Rabbani, Gözde B. Ünal
Bandlets on Oriented Graphs: Application to Medical Image Enhancement. IEEE Access 7 (2019)
Sahar Jorjandi, Hossein Rabbani, Zahra Amini, Raheleh Kafieh
OCT Image Denoising Based on Asymmetric Normal Laplace Mixture Model. EMBC (2019)
Marzieh Mokhtari, Hossein Rabbani, Alireza Mehri Dehnavi, Raheleh Kafieh, Mohammadreza Akhlaghi, Mohsen Pourazizi, Leyuan Fang
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 51 (2019)
Elahe Mousavi, Rahele Kafieh, Hossein Rabbani
Classification of dry age-related macular degeneration and diabetic macular edema from optical coherence tomography images using dictionary learning. CoRR (2019)
A. Rasouli, Hossein Rabbani, Mostafa Raisi, Maryam Soheilipour, Peyman Adibi
Liquid Gastroesophageal Reflux Characterization by Investigating Multichannel Intraluminal Impedance-pH Monitoring Data. EMBC (2019)
Zahra Khodabandeh, Hossein Rabbani, Alireza Mehri
Geometrical X-lets for Image Denoising. EMBC (2019)
Niloufar Teyfouri, Hossein Rabbani, Raheleh Kafieh, Iraj Jabbari
An Exact and Fast CBCT Reconstruction via Pseudo-Polar Fourier Transform based Discrete Grangeat's Formula. CoRR (2019)
Mehrnaz Aghanouri, Ali Ghaffari, Nasim Dadashi Serej, Hossein Rabbani, Peyman Adibi
New image-guided method for localisation of an active capsule endoscope in the stomach. IET Image Process. 13 (12) (2019)
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Yi Zhang
Three-dimensional optical coherence tomography image denoising through multi-input fully-convolutional networks. Comput. Biol. Medicine 108 (2019)
Laifeng Huang, Xingxin He, Leyuan Fang, Hossein Rabbani, Xiangdong Chen
Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network. IEEE Signal Process. Lett. 26 (7) (2019)
Mohammadreza Momenzadeh, Mohammadreza Sehhati, Hossein Rabbani
A novel feature selection method for microarray data classification based on hidden Markov model. J. Biomed. Informatics 95 (2019)
Masoud Kashefpoor, Hossein Rabbani, Majid Barekatain
Supervised dictionary learning of EEG signals for mild cognitive impairment diagnosis. Biomed. Signal Process. Control. 53 (2019)
Marzieh Mokhtari, Parisa Ghaderi Daneshmand, Hossein Rabbani
Optical oherence tomography image reconstruction Using Morphological Component Analysis. EMBC (2019)
Maryam Monemian, Hossein Rabbani
A New Texture-Based Segmentation Method for Optical Coherence Tomography Images. EMBC (2019)
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Yi Zhang
Three-dimensional Optical Coherence Tomography Image Denoising via Multi-input Fully-Convolutional Networks. CoRR (2018)
Abdolreza Rashno, Dara D. Koozekanani, Paul M. Drayna, Behzad Nazari, Saeed Sadri, Hossein Rabbani, Keshab K. Parhi
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. 65 (5) (2018)
Reza Rasti, Hossein Rabbani, Alireza Mehridehnavi, Fedra Hajizadeh
Macular OCT Classification Using a Multi-Scale Convolutional Neural Network Ensemble. IEEE Trans. Medical Imaging 37 (4) (2018)
Mojtaba Lashgari, Mahdi Shahmoradi, Hossein Rabbani, Michael Swain
Missing Surface Estimation Based on Modified Tikhonov Regularization: Application for Destructed Dental Tissue. IEEE Trans. Image Process. 27 (5) (2018)
Farkhondeh Kiaee, Hamed Fahimi, Hossein Rabbani
Intra-Retinal Layer Segmentation of Optical Coherence Tomography Using 3D Fully Convolutional Networks. ICIP (2018)
Omid Sarrafzadeh, Hossein Rabbani, Alireza Mehri Dehnavi
Circlet based framework for optic disk detection. ICIP (2017)
Mahdad Esmaeili, Alireza Mehri Dehnavi, Hossein Rabbani
3D Curvelet-Based Segmentation and Quantification of Drusen in Optical Coherence Tomography Images. J. Electr. Comput. Eng. 2017 (2017)
Marzieh Mokhtari, Hossein Rabbani, Alireza Mehri Dehnavi, Rahele Kafieh
Exact localization of breakpoints of Retinal pigment epithelium in Optical Coherence Tomography of Optic Nerve Head. EMBC (2017)
Marzieh Mokhtari, Hossein Rabbani, Alireza Mehri Dehnavi
Alignment of optic nerve head optical coherence tomography B-scans in right and left eyes. ICIP (2017)
Alieh Ahdi, Hossein Rabbani, Alireza Vard
A hybrid method for 3D mosaicing of OCT images of macula and Optic Nerve Head. Comput. Biol. Medicine 91 (2017)
Marzieh Mokhtari, Zeinab Ghasemi Kamasi, Hossein Rabbani
Automatic detection of Hyperreflective Foci in optical coherence tomography B-scans using Morphological Component Analysis. EMBC (2017)
Sahar Jorjandi, Hossein Rabbani, Rahele Kafieh, Zahra Amini
Statistical modeling of Optical Coherence Tomography images by asymmetric Normal Laplace mixture model. EMBC (2017)
Zeinab Ghasemi Kamasi, Marzieh Mokhtari, Hossein Rabbani
Non-rigid registration of Fluorescein Angiography and Optical Coherence Tomography via scanning laser ophthalmoscope imaging. EMBC (2017)
Hossein Rabbani, Rahele Kafieh, Mahdi Kazemian Jahromi, Sahar Jorjandi, Alireza Mehri Dehnavi, Fedra Hajizadeh, Ali-Reza Peyman
Obtaining Thickness Maps of Corneal Layers Using the Optimal Algorithm for Intracorneal Layer Segmentation. Int. J. Biomed. Imaging 2016 (2016)
Omid Sarrafzadeh, Hossein Rabbani, Alireza Mehri Dehnavi, Ardeshir Talebi
Analyzing features by SWLDA for the classification of HEp-2 cell images using GMM. Pattern Recognit. Lett. 82 (2016)
Zahra Amini, Hossein Rabbani
Statistical Modeling of Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 35 (6) (2016)
Omid Sarrafzadeh, Alireza Mehri Dehnavi, Hossein Rabbani, Narjes Ghane, Ardeshir Talebi
Circlet based framework for red blood cells segmentation and counting. SiPS (2015)
Milad Niknejad, Mostafa Sadeghi, Massoud Babaie-Zadeh, Hossein Rabbani, Christian Jutten
A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach. LVA/ICA (2015)
Milad Niknejad, Hossein Rabbani, Massoud Babaie-Zadeh, Christian Jutten
Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering. ICASSP (2015)
Milad Niknejad, Hossein Rabbani, Massoud Babaie-Zadeh
Image Restoration Using Gaussian Mixture Models With Spatially Constrained Patch Clustering. IEEE Trans. Image Process. 24 (11) (2015)
Mohammadreza Sehhati, Alireza Mehri Dehnavi, Hossein Rabbani, Meraj Pourhossein
Stable Gene Signature Selection for Prediction of Breast Cancer Recurrence Using Joint Mutual Information. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (6) (2015)
Tahereh Mahmudi, Rahele Kafieh, Hossein Rabbani, Alireza Mehri Dehnavi, Mohammadreza Akhlaghi
Asymmetry evaluation of fundus images in right and left eyes using radon transform and fractal analysis. ICIP (2015)
Rahele Kafieh, Hossein Rabbani, Ivan W. Selesnick
Three Dimensional Data-Driven Multi Scale Atomic Representation of Optical Coherence Tomography. IEEE Trans. Medical Imaging 34 (5) (2015)
Omid Sarrafzadeh, Alireza Mehri Dehnavi, Hossein Rabbani, Ardeshir Talebi
A simple and accurate method for white blood cells segmentation using K-means algorithm. SiPS (2015)
Mojtaba Lashgari, Hossein Rabbani, Mahdi Shahmoradi, Michael Swain
A fast and accurate dental micro-CT image denoising based on total variation modeling. SiPS (2015)
Omid Sarrafzadeh, Hossein Rabbani, Alireza Mehri Dehnavi, Ardeshir Talebi
Detecting different sub-types of acute myelogenous leukemia using dictionary learning and sparse representation. ICIP (2015)
Omid Sarrafzadeh, Hossein Rabbani, Ardeshir Talebi, Hossein Usefi Banaem
Selection of the best features for leukocytes classification in blood smear microscopic images. Medical Imaging: Digital Pathology (2014)
Rouzbeh Shams, Hossein Rabbani, Saeed Gazor
A comparison of x-lets in denoising cDNA microarray images. ICASSP (2014)
Hajar Danesh, Rahele Kafieh, Hossein Rabbani, Fedra Hajizadeh
Segmentation of Choroidal Boundary in Enhanced Depth Imaging OCTs Using a Multiresolution Texture Based Modeling in Graph Cuts. Comput. Math. Methods Medicine 2014 (2014)
Shirin Hajeb Mohammad Alipour, Hossein Rabbani, Mohammadreza Akhlaghi
A new combined method based on curvelet transform and morphological operators for automatic detection of foveal avascular zone. Signal Image Video Process. 8 (2) (2014)
Rahele Kafieh, Hossein Rabbani, Saeed Gazor
Combination of graph theoretic grouping and time-frequency analysis for image segmentation. ICASSP (2014)
Hossein Rabbani, Milan Sonka, Michael D. Abràmoff
Optical Coherence Tomography Noise Reduction Using Anisotropic Local Bivariate Gaussian Mixture Prior in 3D Complex Wavelet Domain. Int. J. Biomed. Imaging 2013 (2013)
Rahele Kafieh, Hajar Danesh, Hossein Rabbani, Michael Abramoff, Milan Sonka
Vessel segmentation in images of optical coherence tomography using shadow information and thickening of Retinal Nerve Fiber Layer. ICASSP (2013)
Marzieh Golabbakhsh, Hossein Rabbani
Vessel-based registration of fundus and optical coherence tomography projection images of retina using a quadratic registration model. IET Image Process. 7 (8) (2013)
Rahele Kafieh, Hossein Rabbani, Michael Abramoff, Milan Sonka
Intra-retinal layer segmentation of optical coherence tomography using diffusion map. ICASSP (2013)
Rahele Kafieh, Hossein Rabbani, Michael D. Abràmoff, Milan Sonka
Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map. Medical Image Anal. 17 (8) (2013)
Rahele Kafieh, Hossein Rabbani, Fedra Hajizadeh, Mohammadreza Ommani
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. 60 (10) (2013)
Asieh Soltanipour, Saeed Sadri, Hossein Rabbani, Mohammadreza Akhlaghi, Alimohammad Doost-Hosseini
Vessel centerlines extraction from Fundus Fluorescein Angiogram based on Hessian analysis of directional curvelet subbands. ICASSP (2013)
Rahele Kafieh, Hossein Rabbani, Fedra Hajizadeh, Michael D. Abràmoff, Milan Sonka
Thickness Mapping of Eleven Retinal Layers in Normal Eyes Using Spectral Domain Optical Coherence Tomography. CoRR (2013)
Shahrouz Gashmard, Alireza Mehri Dehnavi, Hossein Rabbani
A new combined method for character recognizing in Farsi printed scripts using principal component analysis. ICACCI (2012)
Soheil Mohammadpour, Alireza Mehri Dehnavi, Hossein Rabbani, Vasudevan Lakshminarayanan
A pre-compensation algorithm for different optical aberrations using an enhanced wiener filter and edge tapering. ISSPA (2012)
Marzieh Golabbakhsh, Hossein Rabbani, Mahdad Esmaeili
Detection and registration of vessels of fundus and OCT images using curevelet analysis. BIBE (2012)
Alireza Mehri Dehnavi, Niloofar Salehpour, Hossein Rabbani, Mohaddeseh Behjati
Posterior ECG: Producing a new electrocardiogram signal from vectorcardiogram using partial linear transformation. BIBE (2012)
Amin Farahabadi, Eiman Farahabadi, Hossein Rabbani, Mohammad Parsa Mahjoub
Detection of QRS complex in electrocardiogram signal based on a combination of hilbert transform, wavelet transform and adaptive thresholding. BHI (2012)
Rahele Kafieh, Hossein Rabbani, Michael D. Abràmoff, Milan Sonka
Intra-Retinal Layer Segmentation of 3D Optical Coherence Tomography Using Coarse Grained Diffusion Map CoRR (2012)
Ramin Soltanzadeh, Hossein Rabbani, Ardeshir Talebi
Extraction of Nucleolus Candidate Zone in White Blood Cells of Peripheral Blood Smear Images Using Curvelet Transform. Comput. Math. Methods Medicine 2012 (2012)
Amin Farahabadi, Eiman Farahabadi, Hossein Rabbani, Mohammad Parsa Mahjoub, Alireza Mehri Dehnavi
Ischemia detection via dynamic time warping and fuzzy rules. BHI (2012)
Mahdad Esmaeili, Hossein Rabbani, Alireza Mehri Dehnavi
Automatic optic disk boundary extraction by the use of curvelet transform and deformable variational level set model. Pattern Recognit. 45 (7) (2012)
Shirin Hajeb Mohammad Alipour, Hossein Rabbani, Mohammadreza Akhlaghi
Diabetic Retinopathy Grading by Digital Curvelet Transform. Comput. Math. Methods Medicine 2012 (2012)
Jalil Jalili, Hossein Rabbani, Mohammadreza Akhlaghi, Rahele Kafieh, Alireza Mehri Dehnavi
Forming projection images from each layer of retina using diffusion may based OCT segmentation. ISSPA (2012)
Alireza Mehri Dehnavi, Niloofar Salehpour, Hossein Rabbani, Mohaddeseh Behjati
Partial linear transformation of vectorcardiogram to 12 lead electrocardiogram signals. BIBE (2012)
Hossein Rabbani, Saeed Gazor
Local probability distribution of natural signals in sparse domains. ICASSP (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hossein Rabbani