Home › Researcher directory › Kamel Hamrouni
Kamel Hamrouni
Affiliation : National Engineering School of Tunis · Tunis El Manar University
- 91Publications (affiliation in Tunisia)
- 126Total publications
- 693Citations
- 13h-index
Research profile
Kamel Hamrouni has 91 indexed publications (2004–2025). Their work appears mainly in “International Conference on Advanced Technologies for Signal and Image Processing”, “Lecture notes in computer science” and “International Multi-Conference on Systems, Signals & Devices (SSD)”. Their most cited article, “Breast cancer detection: A review on mammograms analysis techniques” (2013), has been cited 48 times. 2 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France, Saudi Arabia.
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Create my free profile Add my publicationsResearch areas
- Medical Image Segmentation Techniques
- Biometric Identification and Security
- Image Retrieval and Classification Techniques
- Medical Imaging and Analysis
- Radiomics and Machine Learning in Medical Imaging
Publications (91)
- Pectoral Muscle Removal Techniques from Digital Mammograms: A Survey
- Generalized Gaussian Density: An Efficient Tool for Medical Images Texture Analysis
- Pectoral Muscle Removal Techniques: A review
- CAD system for lung nodules detection using wavelet-based approach and intelligent classifiers
- An Efficient palm vein Region of Interest extraction method
- Palm vein recognition system based on multi-block statistical features encoding by phase response information of nonsubsampled contourlet transform
- Palm Vein Verification System based on Nonsubsampled Contourlet Transform
- Digital watermarking in medical imaging: a review
- Image and video denoising by combining unsupervised bounded generalized gaussian mixture modeling and spatial information
- Mammographic mass segmentation using fuzzy contours
- Color image segmentation with bounded generalized Gaussian mixture model and feature selection
- Bone Cancer Diagnosis Using GGD Analysis
- Feature selection and classification using multiple kernel learning for brain tumor segmentation
- Spatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation
- A Flexible Statistical Model for Image Denoising
- A Human Identification Technique Through Dorsal Hand Vein Texture Analysis Based on NSCT Decomposition
- Ontology knowledge mining for ontology conceptual enrichment
- The pleural thickening approximation from thoracic CT scans
- Breast mass segmentation in mammograms combining fuzzy c-means and active contours
- Sum of top-hat transform based algorithm for vessel enhancement in MRA images
- Mammographie image based possibilistic ontological representation
- Malignant pleural mesothelioma segmentation for photodynamic therapy planning
- Ontology Based Possibilistic Reasoning for Breast Cancer Aided Diagnosis
- Identity Verification Through Dorsal Hand Vein Texture Based on NSCT Coefficients
- Malignant pleural mesothelioma segmentation from thoracic CT scans
- High Level Mammographic Information Fusion For Real World Ontology Population
- Mammographic mass classification based on possibility theory
- An Efficient Method for Breast Mass Segmentation and Classification in Mammographic Images
- Blind lossless medical image watermarking in the DOST domain using difference expansion
- How to extend the use of the discrete orthogonal stockwell transform to image watermarking
- 3D MRA segmentation using the vesselness filter
- Ontology Knowledge Mining Based Association Rules Ranking
- A New CAD System for Breast Microcalcifications Diagnosis
- Quality dependent multimodal fusion of face and iris biometrics
- Personal verification system based on retina and SURF descriptors
- Image fusion models and techniques at pixel level
- Breast masses diagnosis using supervised approaches
- Semi-automated rib cage segmentation in CT images for mesothelioma detection
- Ontology Knowledge Mining for Ontology Alignment
- Vascular tree segmentation in MRA images using Hessian-based multiscale filtering and local entropy thresholding
- Image based mammographie ontology learning
- Fuzzy Clustering based Approach for Ontology Alignment
- Deformable models based object tracking: Challenges and current researches
- Bio‐inspired image enhancement derived from a ‘rank order coding’ model
- Palm Vein Recognition based on NonsubSampled Contourlet Transform Features
- L'extraction d'un anneau d'interet autour de disque optique pour une identification rétinienne robuste: Interest ring extraction around the optical disc for a robust retinal identification
- Development of intelligent systems based on Bayesian regularization network and neuro-fuzzy models for mass detection in mammograms: A comparative analysis
- Noise modelling in time‐of‐flight sensors with application to depth noise removal and uncertainty estimation in three‐dimensional measurement
- Human identification system based on the detection of optical Disc Ring in retinal images
- A new definition of fuzzy contours in mammographic images
- Modelling and Tracking of Deformable Structures in Medical Images
- Statistical models of shape and spatial relation-application to hippocampus segmentation
- Using multiple steerable filters and Bayesian regularization for facial expression recognition
- Statistical Models of Shape and Spatial Relation-application to Hippocampus Segmentation
- Ontological approach to mammographic knowledge representation
- An automated method for breast mass segmentation
- An evidence based approach for multipe similarity measures combining for ontology mapping
- Iris recognition based on multi-block Gabor features encoding and improved by quality measures
- Brain tumor segmentation from multiple MRI sequences using multiple kernel learning
- Myocardium segmentation using a priori knowledge of shape and a spatial relation
- Breast cancer detection: A review on mammograms analysis techniques
- Multimodal Bone Cancer Detection Using Fuzzy Classification and Variational Model
- A robust multiple watermarking scheme based on the DWT
- Rotation and Scale Invariant Texture Classification Using Wavelet Transform and LBP Operator
- Segmentation de tumeur cérébrale à partir d'IRM multi-séquences par apprentissage de noyaux multiples
- Non-parametric depth calibration of a TOF camera
- Noise Modelling and Uncertainty Propagation for TOF Sensors
- Depth Correction for Depth Camera From Planarity
- Unsupervised video objects detection and tracking using region based level-set
- IRIS RECOGNITION METHOD BASED ON GABOR FILTERS AND UNIFORM LOCAL BINARY PATTERNS
- BINARY IMAGE REGISTRATION BASED ON GEOMETRIC MOMENTS: APPLICATION TO THE REGISTRAION OF 3D SEGMENTED CT HEAD IMAGES
- A combining approach for 2D face recognition application on IV2 database
- BOOSTING STEERABLE FEATURES FOR 2D FACE RECOGNITION ON IV² DATABASE
- Improving Iris Recognition Performance Using Quality Measures
- Deformable Model-Based Segmentation of Brain Tumor from MR Images
- 2D Face recognition on IV² database by Steerable pyramid and LDA
- 3D SEGMENTATION OF MRI BRAIN USING LEVEL SET AND UNSUPERVISED CLASSIFICATION
- DETECTION OF BLOOD VESSELS IN RETINAL IMAGES
- Iris recognition based on multi-block Gabor statistical features encoding
- Level set method based on a statistical shape constraint for MRI brain segmentation
- People detection in complex scene using a cascade of boosted classifiers based on Haar-like-features
- Rotation- and scale-invariant texture classification using log-polar and ridgelet transforms
- Localization of the optic disk in retinal image using the ‘watersnake’
- Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach
- Iris Recognition using Steerable Pyramids
- Scintigraphic images restoration using jointly Fourier and Wavelet domains
- A Novel Content Image Retrieval Method Based on Contourlet
- An Efficient Framework for Brain Tumor Segmentation in Magnetic Resonance Images
- 3D elastic registration using a balanced multi resolution Reeb Graph : Application for a detection of a maxilla facial malformation
- New rotaion invariant features for texture classification
- Iris Identification Using Wavelet Packet for Images in Visible Light Illumination
Publication venues
- International Conference on Advanced Technologies for Signal and Image Processing × 8
- Lecture notes in computer science × 7
- International Multi-Conference on Systems, Signals & Devices (SSD) × 6
- International Conference on Image Processing Theory, Tools and Applications (IPTA) × 6
- HAL × 4
- IEEE International Conference on Image Processing, Applications and Systems (IPAS) × 4
Publications per year
- 20252
- 20221
- 20203
- 20192
- 201813
- 201710
- 201615
- 20156
- 20148
- 20135
Collaborations
Partner institutions : Tunis University · Manouba University · IMT Atlantique · Taif University · École Supérieure Privée d'Ingénierie et de Technologies
Co-authors’ countries : France · Saudi Arabia
Co-authors
- Hela Mahersia
- Sami Bourouis
- Nadia Feddaoui
- Hela Boulehmi
- Rihab Idoudi
- Amira Oueslati
- Marwa Hmida
- Nefissa Khiari Hili
- Ines Channoufi
- Saïd Ettaïeb
- Nawrès Khlifa
- Naouel Boughattas
Bibliographic data from OpenAlex (open database).
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