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ORCIDHaythem Ghazouani
- > Home > Persons > Haythem Ghazouani
Publications
- 2026
[j21]Afifa Khelifa, Haythem Ghazouani, Walid Barhoumi:
Rank-aware LDL hybrid MetaFormer for Compound Facial Expression Recognition in-the-wild. Inf. Fusion 126: 103525 (2026)- 2025
- [j19]Imran Ahmed
, Misbah Ahmad, Haythem Ghazouani, Walid Barhoumi, Gwanggil Jeon:
Intelligent Computing for Crop Monitoring in CIoT: Leveraging AI and Big Data Technologies. Expert Syst. J. Knowl. Eng. 42(2) (2025) - [j18]Afifa Khelifa, Haythem Ghazouani, Walid Barhoumi:
Label distribution learning for compound facial expression recognition in-the-wild: A comparative study. Expert Syst. J. Knowl. Eng. 42(2) (2025) - 2024
- [j17]Afifa Khelifa, Haythem Ghazouani, Walid Barhoumi:
A multi-task meta-learner-based ensemble for robust facial expression recognition in-the-wild. Evol. Intell. 17(5): 4007-4027 (2024) - [j16]Amani Elaoud, Haythem Ghazouani, Walid Barhoumi:
XYZ-channel encoding and augmentation of human joint skeleton coordinates for end-to-end action recognition. Signal Image Video Process. 18(11): 7857-7871 (2024) - [j15]Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi:
Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive Review. SN Comput. Sci. 5(1): 96 (2024) - [j13]Amal Jlassi, Amani Elaoud, Haythem Ghazouani, Walid Barhoumi:
Potato Leaf Disease Classification Using Transfer Learning and Reweighting-Based Training with Imbalanced Data. SN Comput. Sci. 5(8): 987 (2024) - [j12]Ones Sidhom, Haythem Ghazouani, Walid Barhoumi:
Three-phases hybrid feature selection for facial expression recognition. J. Supercomput. 80(6): 8094-8128 (2024) - [j11]Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi:
Data Augmentation for Genetic Programming-Driven Late Merging of HOG and Uniform LBP Features for Texture Classification. Vietnam. J. Comput. Sci. 11(2): 211-239 (2024) - [c14]Ones Sidhom, Haythem Ghazouani, Walid Barhoumi, Abdellah Chehri:
A Facial Morphology-Guided Feature Selection Method For Spontaneous Expression Recognition. KES 2024: 3044-3053 - 2023
- [j10]Ones Sidhom, Haythem Ghazouani, Walid Barhoumi:
Subject-dependent selection of geometrical features for spontaneous emotion recognition. Multim. Tools Appl. 82(2): 2635-2661 (2023) - [j9]Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi:
Multichannel convolutional neural network for human emotion recognition from in-the-wild facial expressions. Vis. Comput. 39(11): 5693-5718 (2023) - [c13]Ezzeddine Chakroun, Haythem Ghazouani, Walid Barhoumi, Ezzeddine Zagrouba, Gwanggil Jeon:
Hierarchical Convolutional Neural Networks for Leaf Disease Detection. FUZZ 2023: 1-6 - [c12]Haythem Ghazouani, Walid Barhoumi, Gwanggil Jeon, Ezzeddine Zagrouba:
Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature Importance. INISTA 2023: 1-4 - [c11]Haythem Ghazouani, Walid Barhoumi, Ezzeddine Chakroun, Abdellah Chehri:
Dealing with Unbalanced Data in Leaf Disease Detection: A Comparative Study of Hierarchical Classification, Clustering-based Undersampling and Reweighting-based Approaches. KES 2023: 4891-4900 - [c10]Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi:
YCbCr Color Space as an Effective Solution to the Problem of Low Emotion Recognition Rate of Facial Expressions In-The-Wild. VISIGRAPP (5: VISAPP) 2023: 822-829 - 2022
- [j8]Hajer Guerdelli, Claudio Ferrari, Walid Barhoumi, Haythem Ghazouani, Stefano Berretti:
Macro- and Micro-Expressions Facial Datasets: A Survey. Sensors 22(4): 1524 (2022) - [j7]Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi:
Genetic programming-based fusion of HOG and LBP features for fully automated texture classification. Vis. Comput. 38(2): 457-476 (2022) - [c9]Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi:
Automated Late Fusion of Low Level Descriptors for Feature Extraction and Texture Classification Using Data Augmentation. ACIIDS (Companion) 2022: 147-162 - 2021
- [j5]Haythem Ghazouani, Walid Barhoumi:
Towards non-data-hungry and fully-automated diagnosis of breast cancer from mammographic images. Comput. Biol. Medicine 139: 105011 (2021) - [j4]Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi:
Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints. Evol. Syst. 12(3): 591-603 (2021) - [c8]Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi:
Towards a deep neural method based on freezing layers for in-the-wild facial emotion recognition. AICCSA 2021: 1-8 - [c7]Khouloud Ferchichi, Haythem Ghazouani, Walid Barhoumi:
Efficient Face Verification Under Makeup Changes Using Few Salient Regions. AICCSA 2021: 1-8 - 2020
- [j3]Haythem Ghazouani, Walid Barhoumi:
Genetic programming-based learning of texture classification descriptors from Local Edge Signature. Expert Syst. Appl. 161: 113667 (2020) - [c6]Haythem Ghazouani, Walid Barhoumi, Yosra Antit:
A Genetic Programming Method for Scale-Invariant Texture Classification. EANN 2020: 593-604 - [c5]Aicha Ghourabi, Haythem Ghazouani, Walid Barhoumi:
Driver Drowsiness Detection Based on Joint Monitoring of Yawning, Blinking and Nodding. ICCP 2020: 407-414 - 2019
- [j2]Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi:
Sparse coding-based representation of LBP difference for 3D/4D facial expression recognition. Multim. Tools Appl. 78(16): 22773-22796 (2019) - 2017
- [c4]Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi:
Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern. ACIVS 2017: 39-50
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