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Ammar Chouchane
Affiliation : University Center of Barika
- 53Publications (affiliation in Algeria)
- 65Total publications
- 718Citations
- 16h-index
Research profile
Ammar Chouchane has 53 indexed publications (2014–2026). Their work appears mainly in “arXiv (Cornell University)”, “International Conference on Image and Signal Processing and their Applications (ISPA)” and “Multimedia Tools and Applications”. Their most cited article, “AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions” (2023), has been cited 110 times. 26 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in United Arab Emirates.
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Create my free profile Add my publicationsResearch areas
- Face and Expression Recognition
- Face recognition and analysis
- Biometric Identification and Security
- Advanced Neural Network Applications
- Video Surveillance and Tracking Methods
Publications (53)
- Enhancing face verification for Low-Resolution images with Super-Resolution and vision transformers
- Mobile phone model identification with a multilinear discriminant analysis approach leveraging visual features from audio recordings
- ViTs as backbones: Leveraging vision transformers for feature extraction
- Advances in Federated Learning: Applications and Challenges in Smart Building Environments and Beyond
- Optimized Vision Transformers for Superior Plant Disease Detection
- Improving face kinship verification via tensor representation of multiple deep CNNs features combined with 2DDWT histograms
- Tensor-driven face recognition: Integrating super-resolution and multilinear subspace learning for low-resolution images
- Reward Function Analysis for Deep Reinforcement Learning Agent in Goal-Oriented Navigation
- A Federated Cascade Learning Approach for Efficient Occupancy Detection in Smart Buildings
- Advanced CNN-Based Deep Features for Predictive Analysis of Skin Cancer
- Federated Learning Based Anomaly Detection for Cybersecurity in Smart Building Systems
- Hybrid Subspace Learning Approach for Enhancing Face Kinship Verification
- Enhanced Fault Diagnosis in Grid-Connected Photovoltaic Systems: Leveraging Transfer Learning and Ensemble Methods for Superior Accuracy
- Enhancing plant disease detection: a novel CNN-based approach with tensor subspace learning and HOWSVD-MDA
- Deep Learning-Based Leaf Image Analysis for Tomato Plant Disease Detection and Classification
- A hybrid multilinear-linear subspace learning approach for enhanced person re-identification in camera networks
- Knowledge Pre-Trained CNN-Based Tensor Subspace Learning for Tomato Leaf Diseases Detection
- Kinship Verification Using Multiscale Retinex Preprocessing and Integrated 2DSWT-CNN Features
- A Novel Transfer Learning Approach for Detecting Partial Shading in Photovoltaic Systems
- Enhancing Plant Disease Detection: A Novel CNN-Based Approach with Tensor Subspace Learning and HOWSVD-MD
- Federated Learning-Based Intelligent Indoor Smoke and Fire Detection System for Smart Buildings
- Advancing Person Re-Identification: Tensor-based Feature Fusion and Multilinear Subspace Learning
- A Guide to Cost-Effective Collection of Colloquial Algerian Arabic Speech Data
- Very Low-Resolution Face Recognition Based On Multilinear Side-Information Based Discriminant Analysis
- Deep Learning-Driven Skin Cancer Classification via CNN Features and Random Forest Classifier
- Federated Learning for Indoor Air Quality Monitoring and Activity Recognition Approach
- AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions
- High-order knowledge-based Discriminant features for kinship verification
- Improving CNN-based Person Re-identification using score Normalization
- Multilinear subspace learning for Person Re-Identification based fusion of high order tensor features
- An Intelligent Edge-Deployable Indoor Air Quality Monitoring and Activity Recognition Approach
- A new multidimensional discriminant representation for robust person re-identification
- Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features
- AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions
- Improving CNN-based Person Re-identification using score Normalization
- A Powerful Face Preprocessing For Robust Kinship Verification based Tensor Analyses
- Fusion of Deep and Shallow Features for Face Kinship Verification
- Enhancing Person Re-Identification through Tensor Feature Fusion
- Face Kinship Verification Based VGG16 and new Gabor Wavelet Features
- Multilinear subspace learning using handcrafted and deep features for face kinship verification in the wild
- Facial Kinship Verification using Tensor Discriminative Subspace based Color Components
- Multilinear Side-Information based Discriminant Analysis for face and kinship verification in the wild
- Multilinear Enhanced Fisher Discriminant Analysis for robust multimodal 2D and 3D face verification
- A Novel Hybrid Approach for 3D Face Recognition Based on Higher Order Tensor
- Efficient Tensor-Based 2D+3D Face Verification
- 3D face verification across pose based on euler rotation and tensors
- Local descriptors and tensor local preserving projection in face recognition
- 3D and 2D face recognition using integral projection curves based depth and intensity images
- 3D face recognition based on histograms of local descriptors
- 3D face recognition in presence of expressions by fusion regions of interest
- 2D and 3D face recognition based on IPC detection and patch of interest regions
- 3D and 2D face recognition based on image segmentation
- Multimodal face recognition based on histograms of three local descriptors using score level fusion
Publication venues
- arXiv (Cornell University) × 6
- International Conference on Image and Signal Processing and their Applications (ISPA) × 4
- Multimedia Tools and Applications × 3
- IEEE Access × 3
- International Conference on Intelligent Computer Systems, Data Science and Applications (IC2SDA) × 3
- Expert Systems with Applications × 2
Publications per year
- 20262
- 202510
- 202414
- 202312
- 20221
- 20201
- 20191
- 20183
- 20172
- 20161
Collaborations
Partner institutions : University of Biskra · University of Béjaïa · University Yahia Fares of Medea · Ziane Achour University of Djelfa · Agence Thématique de Recherche en Science de la Santé
Co-authors’ countries : United Arab Emirates
Co-authors
- Abdelmalik Ouamane
- El Ouanas Belabbaci
- Mohcene Bessaoudi
- Mébarka Belahcene
- Mohamed Rafik Aymene Berkani
- Mohammed Khammari
- Ali Teta
- Hamza Kheddar
- Abderrazak Debilou
- Ahmed Chennana
- Maissa Medkour
- Ahmed Chennana
Bibliographic data from OpenAlex (open database).
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