
Kamran Kazemi
Associate Professor of communications
Academic Appointments
- Associated Professor of communication Electrical Engineering
- Head of International and Scientific Relations office (since 2019)
- Head of Electrical and Electronic Department of Shiraz University of technology (2014-2017)
- Dean of Communication Group of Electrical Engineering at Shiraz University of technology (2010-2013)
Contact
Email:
kazemi@sutech.ac.ir
Professional Education
- BS.c, Ferdowsi University of Mashhad, Electrical Engineer, Communication
- MS.c, K. N. Toosi University of Technology, Electrical Engineer, Communication
- Phd, K. N. Toosi University of Technology, Electrical Engineer, Communication
Courses
Graduate Course
- Pattern Recognition
- Machine Vision
- Cognitive Science
- Digital Image Segmentation
Under graduate Course
- Synthesis and Analysis of Signal and Systems
- Communication System 1
- Communication System Lab
Current Research
- Digital and Medical image processing
- Signal processing
- Machine vision
- Pattern recognition
- Medical Image segmentation and Modelling
All Publications
Journal Papers
- Ahmadi M, Kazemi K, Kuc K, Cybulska-Klosowicz A, Zakrzewska M, Racicka-Pawlukiewicz E, Helfroush MS, Aarabi A, Cortical source analysis of resting state EEG data in children with attention deficit hyperactivity disorder, ۱۳۱(۹), ۲۱۱۵-۲۱۳۰, ۲۰۲۰.
- Ghimatgar H., Kazemi K, Helfroush M. S., Pillay K, Dereymaeker A, Jansen K, De Vos M, Aarabi A., Neonatal EEG sleep stage classification based on deep learning and HMM, Accepted to be published in Journal of Neural Engineering, ۲۰۲۰.
- Ghaemi A, Danyali H., Kazemi K, Simple, robust and secure data hiding based on CRT feature extraction and closed-loop chaotic encryption system, Accepted to be published in Journal of Real-Time Image Processing, doi.org/۱۰.۱۰۰۷/s۱۱۵۵۴-۰۲۰-۰۰۹۷۱-۲, ۲۰۲۰.
- Noorizadeh N., Kazemi K, Danyali H., Babajani-Feremi A, Aarabi A, Multi-atlas based neonatal brain extraction using atlas library clustering and local label fusion, Accepted to be published in Journal of Multimedia Tools and Applications, doi.org/۱۰.۱۰۰۷/s۱۱۰۴۲-۰۲۰-۰۸۷۴۹-۱, ۲۰۲۰.
- Ghassemi A, Kazemi K, Sefidbakht S, Danyali H., Reliable Estimation of the Intra-Voxel Incoherent Motion Parameters of Brain Diffusion Imaging using ϑ-Teaching-Learning-Based Optimization, Radioengineering ۲۹ (۱), ۲۵۱-۲۵۸, ۲۰۲۰.
- Pishghadam M, Kazemi K, Nekooei S, Seilanian‐Toosi F, Hoseini‐Ghahfarokhi M, Zabihzadeh M, Fatemi A, A new approach to automatic fetal brain extraction from MRI using a variational level set method, Medical physics, ۴۶ (۱۱), ۴۹۸۳-۴۹۹۱, ۲۰۱۹.
- Noorizadeh N., Kazemi K, Danyali H., Aarabi A., Multi-Atlas based Neonatal Brain Extraction using a Two-level Patch-based Label Fusion Strategy, Biomedical Signal Processing and Control, ۵۴, ۱۰۱۶۰۲, ۲۰۱۹.
- Ghimatgar H., Kazemi K, Helfroush M. S., Aarabi A., An automatic single-channel EEG-based sleep stage scoring method based on hidden Markov model, Journal of neuroscience methods ۳۲۴, ۱۰۸۳۲۰, ۲۰۱۹.
- Ahmadi M, Kazemi K, Aarabi A, Niknam T, Helfroush MS, Image segmentation using multilevel thresholding based on modified bird mating optimization, Multimedia Tools and Applications, ۱-۲۵, ۲۰۱۹.
- Amirmoezzi Y, Salehi S, Parsaei H, Kazemi K, Jahromi AT, A knowledge-based system for brain tumor segmentation using only ۳D FLAIR images, Australasian physical & engineering sciences in medicine, ۱-۱۲, ۲۰۱۹.
- Fouladivanda M., Kazemi K, Helfroush M. S., Shakibafard A., Morphological Active Contour Driven by Local and Global Intensity Fitting for Spinal Cord Segmentation from MR Images, Journal of neuroscience methods, ۳۰۸:۱۱۶-۱۲۸, ۲۰۱۸.
- Ghimatgar H., Kazemi K, Helfroush M. S., Aarabi A., An improved feature selection algorithm based on graph clustering and ant colony optimization, accepted to be published in Journal of Knowledge-Based Systems, ۱۵۹, ۲۷۰-۲۸۵, ۲۰۱۸.
- Zareizadeh, Z., Helfroush M. S., Rahideh A., Kazemi K, A Robust Gene Clustering Algorithm Based on Clonal Selection in Multiobjective Optimization Framework, Journal of Expert Systems with Applications, ۱۱۳, ۳۰۱-۳۱۴, ۲۰۱۸.
- Shahbeig S., Rahideh A., Helfroush M.S., Kazemi K., Gene Expression Feature Selection for Prostate Cancer Diagnosis using a Two-Phase Heuristic-Deterministic Search Strategy, accepted to be published in Journal of IET Systems Biology, ۱۲(۴), ۱۶۲-۱۶۹, ۲۰۱۸.
- Nouri F., Kazemi K., Danyali H., Salient object detection method using random graph, accepted to be published in Journal of Multimedia Tools and Applications, ۷۷(۱۹), ۲۴۶۸۱–۲۴۶۹۹, ۲۰۱۸.
- Shahbeig S., Rahideh A., Helfroush M.S., Kazemi K., Gene selection from large-scale gene expression data based on fuzzy interactive multi-objective binary optimization for medical diagnosis, Biocybernetics and Biomedical Engineering ۳۸ (۲), ۳۱۳-۳۲۸, ۲۰۱۸.
- Meskinia E, Helfroush M.S., Kazemia K., Sepaskhah M., A New Algorithm for Skin Lesion Border Detection in Dermoscopy Images, J Biomed Phys Eng ۸(۱), ۱۱۷-۱۲۶, ۲۰۱۸.
- Nouri F., Kazemi K., Danyali H., Salient object detection using local, global and high contrast graphs, Signal, Image and Video Processing ۱۲ (۴), ۶۵۹-۶۶۷, ۲۰۱۸.
- Zabihzadeh M, Pishghadam M, Kazemi K., Nekooi S, Tahmasebi Birgani M.J., Seilanian-Toosi F, Comparison the Accuracy of Fetal Brain Extraction from T۲-Half-Fourier Acquisition Single-Shot Turbo Spin-Echo (HASTE) MR Image with T۲-True Fast Imaging with Steady State Free Precession (TRUFI) MR Image by Level Set Algorithm. International Journal of Pediatrics, ۵(۳), ۴۵۶۱-۴۵۶۷, ۲۰۱۷.
- Amiri S., Movahedi M., Kazemi K., Parsaei H., ۳D Cerebral MR Image segmentation using Multiple Classifier System, Medical & biological engineering & computing ۵۵ (۳), ۳۵۳-۳۶۴, ۲۰۱۷.
- Zareizadeh, Z., Helfroush M. S., Kazemi K, A New Multiobjective Evolutionary Optimization Algorithm Based on θ-Multiobjective Clonal Selection, Journal of Intelligent & Fuzzy Systems ۳۲ (۳), ۱۶۸۵-۱۶۹۶, ۲۰۱۷.
- Shahvaran Z., Kazemi K., Helfroush M.S., Simultaneous vector-valued image segmentation and intensity nonuniformity correction using variational level set combined with Markov random field modeling. Signal, Image and Video Processing ۱۰ (۵), ۸۸۷-۸۹۳, ۲۰۱۶.
- Noorizadeh N., Kazemi K, Grebe R, Helfroush M. S., Wallois F, Evaluation of anterior fontanel size and area in the newborn using CT images, Journalof Intelligent and Fuzzy Systems (JIFS), ۲۹(۱), ۴۴۳-۴۵۰, ۲۰۱۵.
- Ghofrani F, Helfroush M.S., Danyali H, Kazemi K., Improving the Performance of Machine Learning Algorithms Using Fuzzy-based Features for Medical X-ray Image Classification, Journalof Intelligent and Fuzzy Systems (JIFS), ۲۷(۶), ۳۱۶۹-۳۱۸۰, ۲۰۱۴.
- Bazrafkan Sh, Kazemi K, Modeling Time Resolved Light Propagation Inside a Realistic Human Head Model, Journal of Biomedical Physics and Engineering (JBPE), ۴(۲), ۴۹-۶۰, ۲۰۱۴.
- Kazemi K., Amirian M.R., Dehghani M.J., The S-Transform Using a New Window to Improve Frequency and Time Resolutions. Journal of Signal Image and Video Processing (SIViP), ۸(۳) , ۵۳۳-۵۴۱, ۲۰۱۴.
- Noorizadeh N., Kazemi K., Quantitative Comparison of SPM, FSL, and Brainsuite, Journal of Biomedical Physics and Engineering (JBPE), ۴(۱), ۱۳-۲۶, ۲۰۱۴.
- Jafarian N., Kazemi K., Abrishami Moghaddam H., Grebe R., Fournier M., Helfroush M.S., Wallois F., Gondry-Jouet, C., Automatic segmentation of newborns' skull and fontanel from CT data using model based variational level set. Journal of Signal Image and Video Processing (SIViP), ۸(۲), ۳۷۷-۳۸۷, ۲۰۱۴.
- Kasiri, K., Kazemi, K., Dehghani, M.J. Helfroush, M.S., A hybrid hierarchical approach for brain tissue segmentation by combining brain atlas and least square support vector machine. Journal of Medical Signals and Sensors, ۳(۴), ۲۳۲-۲۴۳, ۲۰۱۳.
- Noorizadeh N., Kazemi K., Grebe R., Helfroush M.S., Mahmoudzadeh M., Wallois F., A tool to investigate symmetry properties of newborns brain: The newborns’ symmetric brain atlas. journal of ISRN Neuroscience, Volume ۲۰۱۳, Article ID ۳۱۷۲۱۵, ۲۰۱۳.
- Amiri S., Movahedi M., Kazemi K., Parsaei H., An automated MRImage segmentation system using multilayer Perceptron neural network. journal of Biomedical Physics and Engineering, ۳(۸), ۱۱۵-۱۲۲, ۲۰۱۳.
- Dehaes M., Kazemi K., Pélégrini-Issac M., Grebe R., Benali, H., Wallois F., Quantitative Effect of the Neonatal Fontanel on Synthetic near Infrared Spectroscopy Measurements, Huaman Brain Mapping, ۳۴ (۴), ۸۷۸-۸۸۹., ۲۰۱۳.
- Shahvaran Z., Kazemi K., Helfroush M.S., Jafarian N., Noorizadeh N., Variational level set combined with Markov Random Field modeling for simultaneous intensity non-uniformity correction and segmentation of MR images. Jornal of Neurosci Methods. ۲۰۹ (۲) ۲۸۰-۲۸۹, ۲۰۱۲.
- Ghofrani F, Helfroush M.S., Rashidpour M., Kazemi K., Fuzzy-Based Medical X-ray Image Classification. Journal of Medical Signals and Sensors ۲ (۲), ۱۵-۲۱, ۲۰۱۲.
- Shahvaran Z., Kazemi K., Helfroush M.S., Jafarian N., Region based active contour model based on Markov random field to segment images with intensity non-uniformity and noise. Journal of Medical Signals and Sensors ۲ (۱), ۳۰-۴۱, ۲۰۱۲.
- Abrishami Moghaddam H., Moemeni M., Kazemi K., Grebe R., Wallois F., A survey of neonatal brain atlases based on MR Images. ۲۰۱۲, accepted to be published in Iranian Journal of Biomedical Engineering.
- Mohammadi S.M., Helfroush, M.S., Kazemi, K., Novel shape-texture feature extraction for medical X-ray image Classification. ۲۰۱۲, International Journal of Innovative Computing, Information and Control (IJICIC), ۸ (۱(B)), ۶۵۹-۶۷۶.
- Kazemi, K., Abrishami Moghaddam, H., Grebe, R., Gondry-Jouet, C., Wallois, F., Design and construction of a brain phantom to simulate neonatal MR images. Computerized Medical Imaging and Graphics, ۳۵ (۳), ۲۳۷-۲۵۰, ۲۰۱۱.
- Tashk, A., Helfroush, M.S., Kazemi, K., A novel fingerprint matcher based on an ergodic ۲-D Hidden Markov Model. International Journal of Electronics and Communications (AEU), ۶۵(۹), ۷۴۲-۷۴۹, ۲۰۱۱.
- Aarabi, A., Kazemi, K., Grebe, R., Abrishami Moghadam, H., Wallois, F., Detection of EEG transients in neonates and older children using a system based on dynamic time-warping template matching and spatial dipole clustering. NeuroImage ۴۸ (۱) ۵۰–۶۲, ۲۰۰۹.
- Kazemi, K., Abrishami Moghaddam, H., Grebe, R., Gondry-Jouet, C., Wallois, F., A neonatal atlas template for spatial normalization of whole-brain Magnetic Resonance Images of newborns: preliminary results. Neuroimage ۳۷(۲), ۴۶۳-۴۷۳, ۲۰۰۷.
Conference Papers
- Kazemi K., Jafari H.A., Rashidpour M., Helfroush M.S., Golshaeyan N., Grebe R., Wallois F., A realistic high resolution digital phantom of the neonatal brain. Accepted to be presented in ۱۵th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) workshop on Perinatal and Paediatric Imaging: PaPI ۲۰۱۲.
- Fournier M., Mahmoudzadeh M., Kazemi K., Grebe R., Wallois F., Realistic Head Model Design and ۳D Brain Imaging of NIRS Signals Using Audio Stimuli on Preterm Neonates for Intra-Ventricular Hemorrhage Diagnosis. Accepted to be presented in ۱۵th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), ۲۰۱۲.
- Shadkam N., Helfroush M.S., Kazemi K., Local binary patterns partitioning for rotation invariant texture classification, ۱۶th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP), ۲۰۱۲ .
- Jafarian N., Kazemi, K., Grebe, R., Helfroush, M.S., Dehghani, M.J., Wallois, Automatically Skull and Fontanel Segmentation from CT Data by Model Based Variational Level Set Using Localized Coefficient. International Conference on Signal and Image Processing Applications (ICSIPA ۲۰۱۱), Malysia, ۲۰۱۱.
- Wallois F., Mahmoudzadeh M., Kazemi K., Roche N., Aarabi A., Kongolo G., Goudjil S., Grebe R., Dynamics of the preterm brain through simultaneous EEG-NIRS coregistration. Clinical Neurophysiology, Volume ۱۲۲, Supplement ۱, June ۲۰۱۱, Page S۵۱.
- Kazemi K., Abrishami Moghaddam H., Wallois F., Jafarian N., Grebe R., ۲۰۱۱. Infants head model including the fontanelle for reconstruction of sources of electrical activity of the brain. Clinical Neurophysiology, Volume ۱۲۲, Supplement ۱, June ۲۰۱۱, Page S۱۳۷.
- Kazemi, K., Dehghani, M.J., Amiri, M.R., Energy detection for cognitive radio using S-transform, ۱۹th Iranian Conference on Electrical Engineering (ICEE ۲۰۱۱), Tehran, Iran, ۲۰۱۱.
- Kasiri, K., Kazemi, K., Dehghani, M.J., Helfroush, M.S., Hierarchical method for brain MRI segmentation based on using atlas information and least square support vector machine, ۱۹th Iranian Conference on Electrical Engineering (ICEE ۲۰۱۱), Tehran, Iran, ۲۰۱۱.
- Rahimi, M.R., Arabzadeh, M., Danyali, H., Kazemi, K., A JPEG resistance watermarking technique in wavelet domain based on Turbo codes. ۱۹th Iranian Conference on Electrical Engineering (ICEE ۲۰۱۱), Tehran, Iran, ۲۰۱۱.
- Mohammadi, S.M., Helfroush, M.S., Kazemi, K., Fusion of Multiple Sets of Novel Features for Medical X-ray Image Classification. International Conference on Intelligent Network and Computing (ICINC ۲۰۱۰), Malaysia, ۲۰۱۰.
- Jafarian, N., Kazemi, K., Grebe, R., Helfroush, M.S., Dehghani, M.J., Abrishami-Moghaddam, H., Gondary-Jouet, C., Wallois, Automatic fontanel extraction from newborns' CT-images using a model based level set method. The ۱۷th Iranian conference on Biomedical Engineering (ICBME), Isfahan, Iran, ۲۰۱۰.
- Kasiri, K., Dehghani, M.J. Kazemi, K., Helfroush, M.S., Kafshgari, S., Comparison evaluation of three brain MRI segmentation methods in software tools. The ۱۷th Iranian conference on Biomedical Engineering (ICBME), Isfahan, Iran, ۲۰۱۰.
- Kasiri, K., Kazemi, K., DehghaniM.J., Helfroush, M.S., Atlas-based Segmentation of Brain MR Images Using Least Square Support Vector Machines, International Conference on Image Processing Theory, Tools and Applications (IPTA۲۰۱۰), Paris, France, ۲۰۱۰.
- Ghodrati, H., Dehghani, M.J, Helfroush, M.S., Kazemi, K., Localization of noncircular iris boundaries using Morphology and arched Hough transform. International Conference on Image Processing Theory, Tools and Applications (IPTA۲۰۱۰), Paris, France, ۲۰۱۰.
- Kazemi, K., Norizadeh, N., Arab Shahvaran, Z., Abrishami Moghaddam, H., Grebe R., Wallois, F., ۲۰۱۰. constructof probabilistic neoental brain atlas. Iranian Conference on Electrical Engineering (ICEE ۲۰۱۰), Isfahan, Iran, ۲۰۱۰.
- Tashk, A., Helfroush, M.S., Kazemi, K., Automatic Fingerprint Matching based on An Innovative Ergodic Embedded Hidden Markov Model (E۲HMM) Approach. Iranian Conference on Electrical Engineering (ICEE ۲۰۱۰), Isfahan, Iran, ۲۰۱۰.
- Hajizadeh, M., Kazemi, K., Helfroush M.S., A Blind Image Watermarking Scheme Using Discrete Wavelet Packet Transform (DWPT), ۱۵th Annual Conference of Computer Society, Tehran, Iran, ۲۰۱۰.
- Kazemi, K., S. Gadimi, Lyaghat, A., Tarighati, A., Golshaeyan, N., H. Abrishami Moghaddam, R. Grebe, Gondry-Jouet, C., Wallois, F.,. Automatic fontanel extraction from newborn’s CT images using variational level set. ۱۳th International Conference on Computer Analysis of Images and Patterns, ۲۰۰۹
- Kazemi, K., S. Gadimi, H. Abrishami Moghaddam, R. Grebe, F. Wallois, N. Golshaeyan, C. Gondry-Jouet. Automatic model based brain and CSF extraction from structural neonatal MR images, ۵۱th Annual Metting of the Organization for Human Brain Mapping, San Francisco, California, ۲۰۰۹.
- Kazemi, K., R. Grebe, H. Abrishami Moghaddam, F. Wallois, C. Gondry-Jouet. Steps toward Simulating Neonatal Magnetic Resonance Imaging System, ۷th International Symposium on high field MR in clinical applications, Bonn, Germany, ۲۰۰۸.
- Kazemi, K., Grebe, R., Abrishami Moghadam, H., Wallois, F., Gondry Jouet, C., ۲۰۰۸. Steps towards a newborns MRI head atlas and model. To be published online in the Journal of Clinical Neurophysiology, with the proceedings of ۴th Cuban Congress and ۱st Ibero-American Workshop on Clinical Neurophysiology.
- Kazemi, K., S. Gadimi, H. Abrishami Moghaddam, R. Grebe, F. Wallois, C. Gondry-Jouet. Neonatal probabilistic models for brain, CSF and skull using T۱- MRI data: preliminary results, ۳۰th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’۲۰۰۸), Vancover, Canada, ۲۰۰۸.
- Gadimi S., Abrishami Moghaddam H., Kazemi, K., R. Grebe, F. Wallois, C. Gondry-Jouet. Segmentation of Scalp and Skull in Neonatal MR Images Using
Probabilistic Atlas and Level Set Method, ۳۰th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’۲۰۰۸), Vancover, Canada, ۲۰۰۸. - Kazemi, K., S. Gadimi, H. Abrishami Moghaddam, R. Grebe, F. Wallois, C. Gondry-Jouet. Neonatal Brain, CSF and Skull Probabilistic Models Creation from T۱-weighted MR Images, Submitted, Iranian Conference on Electrical Engineering (ICEE ۲۰۰۸).
- Gadimi, S., Abrishami Moghaddam, H., Grebe R., Wallois F., Giti, M., Kazemi, K., Seid Mostafaei, F., ۲۰۰۸. ۳D scalp and skull surface reconstruction in neonatal brain MRI using the level set method. To be appear on proceeding of ۱۴th Iranian Conference on Biomedical Engineering (ICBME).
- Kazemi K., Grebe R., Abrishami Moghaddam H., Wallois F., Gondry-Jouet C.. Design of a Digital Phantom of the Neonatal Brain. ۲۹th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’۲۰۰۷), Lyon, Frace, Aguest ۲۰۰۷.
- Kazemi K., Grebe R., Abrishami Moghaddam H., Wallois F., Gondry-Jouet C., Neonatal Brain Atlas: Template Creation, Iranian Conference on Electrical Engineering (ICEE ۲۰۰۷), Tehran, Iran, May, ۲۰۰۷.
- Seid Mostafaei F., Abrishami Moghaddam H., Grebe R., Wallois F., Gondry-Jouet C., Giti M., Kazemi K., ۲۰۰۷. Scalp and Skull segmentation in neonatal cerebral magnetic resonance images. Proceeding of ۱۳th Iranian Conference on Biomedical Engineering (ICBME۲۰۰۷), Tehran.
- Kazemi K., Grebe R., Abrishami Moghaddam H., Wallois F., Gondry-Jouet C., Automatic Model-Based Neonatal Brain Segmentation from T۱ MR Images. Proceedings of the ۹th International Conference on Medical Image Computation and Computer Assisted Intervention (MICCAI'۰۶), SA۲PM workshop, Copenhagen, Denmark, Oct. ۲۰۰۶.
- Kazemi K., Grebe R., Abrishami Moghaddam H., Wallois F., Gondry-Jouet C., Seid Mostafei F., Neonatal Brain Probabilistic Atlas: Creation of Template and Priors.۱۲th iranian conference on biomedical engineering, Tabriz, Iran, Novamber. ۲۰۰۵.
- Kazemi K., Saadatmand-Tarzjan M., Teshnehlab M., abrishami Moghaddam, H., A new learning algorithm for MLP neural network in classification applications, Proc. ۷th Iranian Conference on Intelligent Systems (CIS۲۰۰۵), Tehran, Decamber. ۲۰۰۵.
- Kazemi K., Kalantari M. E., Sheikhan, M., Design and Implementation of an Aoutomatic Optical System for PCB defects detection, ۱۲th iranian conference on electrical engineering, Mashhad, Iran, ۲۰۰۴, (in Persian)
- Kazemi K., Abrishami Mogaddam, H., Fusion of multifocus images using discrete Multiwavelet transform, IEEE conference on Multisensor Fusion and Integration for Intelligent systems (MIF), Tokyo, Japan, July, ۲۰۰۳.
- Kazemi, K., Amani, P., Negahdar, M. J., Deformable models and corresponding energies, ۶th iranian student conference on electrical engineering, Tabriz, Iran, ۲۰۰۳, (in Persian)
- Kazemi K., Sheikh Hasani, A., Fusion of gray-scal image using DMWT, ۵th iranian student conference on electrical engineering, Shiraz, Iran, ۲۰۰۲, (in Persian)
- Kazemi K., Kalantari M. E., Sheikhan, M., Design of an Aoutomatic Optical System for PCB defects detection, ۵th iranian student conference on electrical engineering, Shiraz, Iran, ۲۰۰۲, (in Persian).