PROGRAM
Days: Sunday, April 21st Monday, April 22nd
Sunday, April 21st
View this program: with abstractssession overviewtalk overview
08:30-08:45 Session 2: Official opening
Honorary Chairs, ISPA 2024
Professor Mahmoud DEBABECHE, Rector of Mohamed Khider University of Biskra, Algeria
Professor Hatem GHODBANE, Dean of the Faculty of Sciences and Technology, Biskra University, Algeria
Chairs:
Location: Auditorium FST
08:45-09:30 Session 3: Plenary conference I
Chairs:
Location: Auditorium FST
08:45 | Adventures in deep learning-assisted multimodality medical imaging wonderland (abstract) |
10:15-12:45 Session 4A: Image Processing
Chairs:
Location: Conference Room I
10:15 | Pneumonia Classification using deep learning: a comparative study (abstract) |
10:40 | Localisation and detection of weld defects in patch-based radiographic images using deep learning (abstract) |
11:05 | Dimensionality Reduction for Hyperspectral Image Classification (abstract) |
11:30 | Alzheimer’s disease classification using Diffusion Tensor Imaging (abstract) PRESENTER: Houria Latifa |
11:55 | A Lightweight CNN Design Based on Convolutional Autoencoder for Tomato Disease Identification (abstract) |
12:20 | Transfer learning and Machine Learning Classification for Laparoscopic Video Distortion Detection (abstract) PRESENTER: Mohamed Belmokeddem |
10:15-12:45 Session 4B: Signal Processing
Chairs:
Location: Conference Room II
10:15 | Emboli Detection by machine learning algorithms using multi-level feature extraction (abstract) |
10:40 | Robust Features in Deep Neural Networks for Transcoded Speech Recognition DSR and AMR NB (abstract) |
11:05 | Automatic diagnosis of epileptic and Non-Epileptic seizures using a hybrid dataset (abstract) PRESENTER: Abdelhafid Benchikh |
11:30 | Recognition of multiple arm movements from EMG signals (abstract) PRESENTER: Nafissa Sadi-Ahmed |
11:55 | Automated Heartbeat Classification for Arrhythmia Patients Using a Deep Convolutional Neural Network (abstract) PRESENTER: Abdessalam Hattab |
12:20 | Robust Biometric Statistical Features within Continuous Blood Pressure Signals (abstract) |
10:15-12:45 Session 4C: Telecommunication
Chairs:
Location: Conference Room III
10:15 | Use of meta-heuristic Algorithm to optimise Ericsson propagation Model application on LTE (abstract) |
10:40 | Impact of PON network range and laser power on GPON and XGSPON coexistence system. (abstract) |
11:05 | Understanding the Influence of Fog Scattering Attenuation Models on IM/DD FSO Link: Image Transmission Assessment (abstract) PRESENTER: Amina Djir |
11:30 | Digital Modulation Identification in Spatial Modulation MIMO Systems (abstract) PRESENTER: Hakim Tayakout |
11:55 | Drone-Enabled Connectivity: Advancements and Challenges in B5G / 6G Networks (abstract) |
12:20 | Proposed a novel design of all optical AND/NAND logic gatesusing the nonlinear Kerr effect (abstract) |
10:15-12:45 Session 4D: Application
Chairs:
Location: Conference Room IV
10:15 | Estimating Actuator Fault Through the Utilization of a Proportional Integral Observer with Quadratic Lyapunov Functions (abstract) |
10:40 | An FPGA-Based Embedded System for Terrain Recognition Using Inertial Measurement Units (abstract) |
11:05 | Quality assessment of autofocusing criteria on noisy holograms in off-axis digital holography (abstract) |
11:30 | Optimization of Passivity-Based Controller for a Hybrid Vehicle Power Source using the Gray Wolf Algorithm (abstract) |
11:55 | Real-Time Pedestrian Detection in Hazy Weather for Surveillance Systems (abstract) |
12:20 | Diagonal Unloading Algorithm for Mini-Drone Localization Using Circular Microphone Array (abstract) |
14:00-14:45 Session 5: Plenary conference II
Chairs:
Location: Auditorium FST
14:00 | Inference acceleration in deep learning for computer vision applications (abstract) |
14:45-15:45 Session 6: Posters Session I
Posters exhibit
Chair:
Location: Poster Session
Sizing of fuel cell/supercapacitor hybrid system based on driving cycles and required power (abstract) |
Deep Learning Approaches for Plant Diseases Identification and Classification: A Comprehensive Review (abstract) |
A High Gain Circularly Polarized Passive RFID Tag on a Metallic Reflector for UHF Band applications (abstract) |
Detection of Detonators in Baggage Using Deep CNN Architecture: A Comparative Study of Contrast Enhancement and Feature Extraction Methods (abstract) |
SIW structure optimization for 5G waveguide design (abstract) |
A Comparative Analysis of Branch-Cut and Quality-Guided Algorithms For inSAR Interferogram (abstract) |
QRS Complex Detection Algorithm based on the Empirical Mode Decomposition Method and the Hilbert’s Enhanced Approximate Envelope (abstract) |
Fault detection of induction machine using artificial neural networks (abstract) |
Hyperspectral imaging using deep learning in wheat crops: (Review) (abstract) |
The Effect of Fully Connected Layers in Different CNN Architectures for Lung Cancer Analysis (abstract) |
Robust Person Re Identification by using fusion features and metric learning (abstract) |
Optimization of a MIMO Antenna using the API metaheuristic algorithm (abstract) |
Speed Control of BLDC Quadrotor Motor Using an ANN Trained with PID Controller Data Optimized by PSO Algorithm (abstract) PRESENTER: Sofiane Ben Abdi |
Investigating Sympathovagal Balance in Men and Women through Time–Frequency Analysis of HRV Signals (abstract) |
Investigation of the Relevance of Parameters Influencing DL User Throughput (abstract) |
State Estimation for Nonlinear System Using Line Integral Lyapunov Function: A Polytopic Approach With Unmeasurable Premises (abstract) |
Biometric Hand Recognition by Application of Particle Swarm Optimization Method (abstract) |
Autonomous landing system for A Quadrotor using a vision-based approach (abstract) |
Score Level Fusion Based on T-Norms Algorithm (abstract) |
Energy optimization of induction motor in transient state under field oriented control (abstract) |
Contrast Enhancement and ROI detection in satellite images Application to the environment and sustainable development (abstract) |
Integrating hybrid weak learners for lithofacies classification using well log data (abstract) |
Harnessing Social Media for Natural Disaster Detection (abstract) |
Enhancing the Potential of PEMFC EVs with Cutting-Edge FOPI Control based PDO Algorithme for a Three-Phase Interleaved Boost Converter (abstract) |
Diabetic Retinopathy detection using modified U-Net architecture and artificial metaplasticity algorithm (abstract) |
Novel ENG, MNG, and DNG Metamaterial Unit Cells for S and C Communications. (abstract) |
Effectiveness of time-based methods for the early detection of bearing faults (abstract) |
Automatic Feature Points Based Registration Technique of Satellite Images (abstract) |
15:45-18:40 Session 7A: Image Processing
Chairs:
Location: Conference Room I
15:45 | Object Part Appearance Module built into Yolo for Occlusion (abstract) PRESENTER: Brahim Remmouche |
16:10 | Image and Signal Processing :Techniques and Applications A Theoretical Approach (abstract) |
16:35 | Automated Detection and Segmentation of Breast Cancer in Ultrasound Images with Deep Learning (abstract) PRESENTER: Meryem Ketfi |
17:00 | Reinforcement Learning Applications in Medical Imaging (abstract) |
17:25 | Fire Incendie Detection : A compartive study of Convolutional Neural Networks (CNN) and Support Vector Machines (SVM). (abstract) |
17:50 | Classification of Multi-view mammogram images using a parallel pre-trained models system (abstract) PRESENTER: Abdelhafidh Kacher |
18:15 | A Short Review on Convolutional Neural Networks-Based Histopathological Breast Cancer Classification (abstract) |
15:45-18:40 Session 7B: Telecommunications
Chairs:
Location: Conference Room III
15:45 | PD-NOMA Technique for Out-Door FSO-OCDMA Under Various Atmospheric Conditions (abstract) |
16:10 | Mutual Coupling Reduction in Patch Antenna Arrays by Using EBG Structures (abstract) |
16:35 | Sensor-Based Human Activity Recognition Using a Hybrid CNN-SVM Approach (abstract) |
17:00 | Array Patch Antenna in Ka Band Internet Satellite Application (abstract) |
17:25 | New Weighted Cell Averaging CFAR detector for Gaussian environment (abstract) PRESENTER: Souad Chabbi |
17:50 | Analysis and Study of Photonic Crystal Fiber Using Different Structures (abstract) |
18:15 | Efficient Ultra-Compact Antenna for 2.45 GHz ISM Band Wireless Connectivity in Biomedical Devices (abstract) |
15:45-18:40 Session 7C: Artificial Intelligence
Chairs:
Location: Conference Room IV
15:45 | Enhanced Defect Classification with CNNs and Path Aggregation Networks (abstract) |
16:10 | Kinship Verification Using Multiscale Retinex Preprocessing and Integrated 2DSWT-CNN Features (abstract) |
16:35 | Enhancing Breast Cancer Classification Using Ensemble Techniques and Feature Selection Algorithms (abstract) |
17:00 | Rumors detection on X using pre-trained language models (abstract) |
17:25 | A CNN-based Method for Human Activity Recognition Using Inertial Measurement Units (abstract) |
17:50 | Towards improved skin lesions classification using automatic hyperparameters selection and transfer learning (abstract) |
18:15 | LSTM-Based Prediction of Active Earth Pressure Coefficient Against Rigid Retaining Walls (abstract) |
15:45-18:40 Session 7D: Robotic
Chairs:
Location: Conference Room IV
15:45 | Optimal Target Interception using Foldable Quadrotor with Rotating Arms (abstract) |
16:10 | Land drone system (abstract) |
16:35 | An interactive virtual reality system based on leap motion controller for hand motor rehabilitation (abstract) |
17:00 | A Finitetime Synergetic Control for Car like Mobile Robot (abstract) |
17:25 | RBFNN-Based Optimized PID Control for a 3-DOF Helicopter System: Design and Validation (abstract) PRESENTER: Ali Zakaria Messaoui |
17:50 | IWBC and LFD for Static and Dynamic Hand Gesture Recognition (abstract) |
18:15 | Efficient parking lot management system for parking attendants based on real-time impulsive sound detection and voice command recognition (abstract) |
Monday, April 22nd
View this program: with abstractssession overviewtalk overview
08:30-09:15 Session 9: Plenary conference III
Chairs:
Location: Auditorium FST
08:30 | Advanced Beamforming Antennas for Future Wireless Communication Systems (abstract) |
09:50-12:45 Session 10A: Artificial Intelligence
Chairs:
Location: Conference Room II
09:50 | Augmented Reality localisation using 6 DoF phantom head Pose Estimation-based generalisable Deep Learning model (abstract) PRESENTER: Kahina Amara |
10:15 | Transfer Learning for Improved Hand Gesture Recognition with Neural Networks (abstract) |
10:40 | Hybrid optimization method for Deep Neural Network architectures (abstract) |
11:05 | Cervical spine fracture detection using deep learning algorithm (abstract) |
11:30 | Advancing Brain Tumor Detection: A Cutting-Edge Machine Learning Approach Leveraging CAD Systems (abstract) |
11:55 | Facial Age Estimation Based On Transformers (abstract) |
12:20 | Progressive Deep Transfer Learning for Accurate Glaucoma Detection in Medical Imaging (abstract) |
09:50-12:45 Session 10B: Image Processing
Chairs:
Location: Conference Room I
09:50 | TL-PNN: a New Two-stream Lightweight Framework for Pansharpening based on Convolutional Neural Networks (abstract) |
10:15 | Biometric based Copyright Verification in the Era of Digital Piracy : A Promising Solution (abstract) PRESENTER: Yacine Belhocine |
10:40 | Software and Hardware Implementation of Regular Mode CABAC Decoder in VVC Standard (abstract) |
11:05 | Brain tumor classification using DenseNet and U-net convolutional neural networks (abstract) |
11:30 | Using Multiclass Semantic Segmentation for Close Boundaries and Overlapping Blood Cells (abstract) PRESENTER: Ilyes Benaissa |
11:55 | Impact of Intra-Refresh on Error Resilience and Compression Efficiency in MV-HEVC (abstract) PRESENTER: Amel Belbel |
12:20 | A Comparative Analysis of Road Extraction from Satellite Images using D-LinkNet34 (abstract) |
09:50-12:45 Session 10C: Telecommunications
Chairs:
Location: Conference Room II
09:50 | Impact of RZ-DQPSK Modulation Generation Method on FSO Link Performance in Turbulent Environments (abstract) PRESENTER: Amar Tou |
10:15 | Mobile Edge Computing Discovery for Device-to-Device Communication in 5G (abstract) |
10:40 | An In-Depth Analysis of Application Protocols Performances in Various IoT Network environments (abstract) |
11:05 | Exploring the potential of Non Terrestrial Networks in next generation Intelligent Transport Systems (abstract) |
11:30 | Trapezoidal Antenna Study With MEMS Switches (abstract) PRESENTER: Abdelmalik Mekaoussi |
11:55 | SIW-based Network Antenna Design and Analysis (abstract) |
09:50-12:45 Session 10D: Biomedical Engineering
Chairs:
Location: Conference Room III
09:50 | Neonatal seizure detection from minimized EEG channels using polynomial compact support distribution and VGG19-BiLSTM hybrid model (abstract) |
10:15 | Low Noise Biopotential Amplifier and the Future Use of Energy Scavengers for Biomedical Instrumentation (abstract) PRESENTER: Hyem Saadi |
10:40 | Identifying High-Risk Patients for Diabetes using Machine Learning (abstract) |
11:05 | Constrained Linear Model Predictive Control for an Artificial Pancreas (abstract) |
11:30 | Automated Brain Tumor Segmentation in Multimodal MRI Scans Using a Multi-Encoder U-Net Model (abstract) |
11:55 | Mathematical Morphology-Based Envelope Detection for Cardiac Disease Classification from Phonocardiogram Signals (abstract) PRESENTER: Mohamed Rebiai |
12:20 | Semi-immersive virtual reality system to enhance hand motor rehabilitation after stroke (abstract) |
14:00-14:45 Session 11: Plenary conference IV
Chairs:
Location: Auditorium FST
14:00 | Assessment of Male Dependent Infertility – An Application of Image Processing, Computer Vision, and Artificial Intelligence (abstract) |
14:45-15:45 Session 12: Posters Session II
Posters exhibit
Chair:
Location: Poster Session
Maximum power point tracking based on metaheuristic algorithms of Partially Shaded solar photovoltaic system (abstract) PRESENTER: Taha Lemdjed Belahcene |
Extended depth-of-Field of vision with the acquisition of two holograms of orthogonal views with two synchronized cameras (abstract) |
A New hybrid deep learning coder for Alzheimer classification (abstract) |
Visual Cryptography (abstract) |
Semantic clustering of images using semantic similarity measures: A comparative study (abstract) |
Heating Energy Performance Assessment using KNN Classification method: Investigating Test Size, Neighbor Parameter, and Class Count Effects (abstract) |
Supervised Machine Learning Method based Modulation Formats Classification for WDM Systems (abstract) PRESENTER: Kebaili Rima |
Assessing the Performance of U-Net in Three Dimensional Medical Image Segmentation (abstract) |
Remote sensing of artisanal mines buried in the ground by infrared thermography using UAV (abstract) |
Crack Image Classification: Performance Comparison Among Different Machine Learning Algorithms (abstract) |
A Guide to Cost-Effective Collection of Colloquial Algerian Arabic Speech Data (abstract) |
A Proportionate Fast NLMS with Competent Individual Activation Factors (abstract) PRESENTER: Lynda Fedlaoui |
Analysis of the Quality of Insar Images Encrypted by the Feistel Network-Based Cryptosystem Using the CFB mode (abstract) |
Analysis of the dynamics and synchronization of a Novel 1-11 GHz Chaotic Oscillator (abstract) PRESENTER: Mohammed Bendaoud |
Machine learning for detection and classification of different tumors in mammograms (abstract) |
Blood Products Transfusion Prediction using Multi-label Classification Methods (abstract) |
Detection and Recognition Approaches for Medical Labels in Algeria (abstract) |
ALS Disease Detection in EMG using a Polynomial Compact Support Kernel-based Time-Frequency Distribution and CNN (abstract) |
Palm tree diseases detection using deep learning : a short review (abstract) PRESENTER: Bouthina Rechachi |
Low Complexity PAPR Reduction Scheme for UFMC System Based on L2-by-3 (abstract) |
Autism Spectrum Disorder Classification Using The Most Correlated Features (abstract) |
Distance-Only Task Orchestration Algorithm for Energy Efficiency in Satellite-Based Mist Computing (abstract) PRESENTER: Messaoud Babaghayou |
Breast Micro-Calcification Classification: Xception and DenseNet201 Feature Fusion in Mammography (abstract) |
15:45-17:50 Session 13A: Image Processing
Chairs:
Location: Conference Room I
15:45 | U-Net Based Retinal Vessel Detection on DRIVE and CHASE_DB1 Databases: The Impact of Data Augmentation (abstract) PRESENTER: Sara Atek |
16:10 | Black rot diseases' classification of apples and grapes using convolutional neural network and transfer learning (abstract) |
16:35 | Application of Deep Transfer Learning in Medical Imaging for Thyroid Lesion Diagnostic Assistance (abstract) |
17:00 | Hybrid Machine Learning Application in Alzheimer’s Disease Diagnosis through Magnetic Resonance Images (abstract) |
17:25 | Efficient Region Proposals Generation for Object Detection (abstract) |
15:45-17:50 Session 13B: Signal Processing
Chairs:
Location: Conference Room II
15:45 | Enhancement of GPS signals acquisition in non-homogeneous environment using CFAR techniques (abstract) |
16:10 | Improved Fast NLMS algorithm based on variable forgetting factor technique (abstract) |
16:35 | Comparative study between EMD, EEMD, and CEEMDAN based on De-Noising Bioelectric Signals (abstract) |
17:00 | EEG-based Biometric Authentication Using Machine and Deep Learning Approachs : A Review (abstract) PRESENTER: Ferdi Ahmed Yassine |
17:25 | Addressing Varying Lengths in PCG Signal Classification with BiLSTM Model and MFCC Features (abstract) |
15:45-17:50 Session 13C: Applications
Chairs:
Location: Conference Room III
15:45 | Enhancing Security and Privacy Measures in Internet of Things (IoT) Implementations (abstract) |
16:10 | CFAR Detection of ships based on Median Absolute Deviation for SAR imagery in a Heterogeneous Weibull Sea Clutter (abstract) |
16:35 | Forecast analysis of hybrid renewable energies using deep learning: A case study with data from the Capricorn FLX 202004 weather station in Biskra, Algeria (abstract) |
17:00 | Automated design of Convolutional Neural Network architecture using Gray Wolf Optimization for plant seedlings classification (abstract) PRESENTER: Lamis Badis |
17:25 | Deep Learning- Based Bayoud Disease Recognition Using Palm Fronds Database From Biskra Region, Algeria (abstract) PRESENTER: Mounira Hendaoui |
15:45-17:50 Session 13D: Artificial Intelligence
Chairs:
Location: Conference Room IV
15:45 | Driver Drowsiness Detection Using Swin Transformer model (abstract) |
16:10 | Vision Transformer Model for Gastrointestinal Tract Diseases Classification from WCE Images (abstract) PRESENTER: Faiza Bella |
16:35 | Advancing Person Re-Identification: Tensor-based Feature Fusion and Multilinear Subspace Learning (abstract) |
17:00 | Comparative Study: Physiological-Based Driver Drowsiness Detection Using Traditional and Hybrid Machine Learning Methods (abstract) |
17:25 | CRNN-based Word Recognition Model for Reading Algerian Drug Labels (abstract) |
17:50-18:30 Session 14: Awards and Conference Closing
Awards and Closing of the IEEE ISPA 2024 conference.
Chairs:
Location: Auditorium FST