Search Results - "Boujnah, Sana"
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Machine learning for evolutive lymphoma and residual masses recognition in whole body diffusion weighted magnetic resonance images
Published in Computer methods and programs in biomedicine (01-09-2021)“…•The complementarity of the functional and anatomical criteria of DW-MR images through a fusion step based on DWT.•Automatic segmentation of the lesions, their…”
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Journal Article -
2
A Novel Deep Neural Network Model using Resnet50-BiLSTM for Biometric Ear Recognition in Degraded Conditions
Published in 2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP) (11-07-2024)“…Human identification systems that rely on biometrics are highly sought after as security and privacy concerns continue to rise. The ear biometric, being…”
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Conference Proceeding -
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A Deep CNN-BiGRU model for Lymphoma and Residual Masses Recognition
Published in 2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP) (11-07-2024)“…Medical science has been revolutionised by advances in deep learning, particularly in the detection and treatment of disease, particularly in the field of…”
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Conference Proceeding -
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A Novel Handcrafted Features and Deep BiLSTM Neural Network for Lymphoma Recognition
Published in 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT) (01-07-2024)“…The human lymphatic system is commonly affected by two primary forms of lymphoma disease: Hodgkin lymphoma and non-Hodgkin lymphoma. The second type, in…”
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Conference Proceeding -
5
Person Identification with Voice and Ear-print in Degraded Conditions for Smart Home Access
Published in 2023 International Conference on Cyberworlds (CW) (03-10-2023)“…Since the smartphone is adapted to the ambient intelligence and the smart home systems are remotely accessed through the smartphones, there is a need for a…”
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Conference Proceeding -
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Hybrid approach for speaker recognition based on formant and pitch extraction
Published in 2023 International Conference on Cyberworlds (CW) (03-10-2023)“…Human voice is an ideal data source for identifying people in many applications. Because of the increasing need for security in different public places, voice…”
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Conference Proceeding -
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A Novel Public Database of Lymphoma for Whole Body Diffusion-Weighted MRI
Published in 2023 International Conference on Cyberworlds (CW) (03-10-2023)“…Lymphoma affects the human lymphatic system, it has become one of the leading causes of patient deaths. Hence, accurate diagnosis is essential to help doctors…”
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Conference Proceeding -
8
Smartphone-Captured Ear and Voice Database in Degraded Conditions
Published in 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS) (01-12-2018)“…The identification of persons through earprint and voice print is one of the basic biometric matters. The context of use is situated in smart homes. The main…”
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Conference Proceeding -
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Person's Identification with Partial Fingerprint Based on a Redefinition of Minutiae Features
Published in 2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA) (01-10-2018)“…The identification of persons through partial fingerprint is one of the basic biometrie matters. The context of use is situated particularly in forensics. The…”
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Conference Proceeding -
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3-Step Speaker Identification Approach in Degraded Conditions
Published in 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD) (01-03-2018)“…The human voice is a perfect source of data for person identification in many applications. With a growing need for security in various public places, voice…”
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Conference Proceeding