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ORCIDHaythem Ghazouani
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Books and Theses
- 2023
[b2]Haythem Ghazouani:
Image Analysis and Understanding: Application to texture classification, facial expression recognition and breast cancer diagnosis. (Analyse et Compréhension de l'Image / Analyse et Compréhension de l'Image: Application à la classification de texture, à la reconnaissance des expressions faciales et au diagnostic du cancer du sein). Carthage University, Tunis, Tunisia, 2023- 2012
- [b1]Haythem Ghazouani:
Navigation visuelle de robots mobiles dans un environnement d'intérieur. (Visual navigation of mobile robots in indoor environments). Montpellier 2 University, France, 2012
Journal Articles
- 2024
- [j16]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) - [j15]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) - [j14]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]Haythem Ghazouani:
Challenges and Emerging Trends for Machine Reading of the Mind from Facial Expressions. SN Comput. Sci. 5(1): 103 (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) - 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) - 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) - 2021
- [j6]Haythem Ghazouani:
A genetic programming-based feature selection and fusion for facial expression recognition. Appl. Soft Comput. 103: 107173 (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) - 2020
- [j3]Haythem Ghazouani, Walid Barhoumi:
Genetic programming-based learning of texture classification descriptors from Local Edge Signature. Expert Syst. Appl. 161: 113667 (2020) - 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) - 2011
- [j1]Haythem Ghazouani, Moncef Tagina, René Zapata:
Fast and robust semi-local stereo matching using possibility distributions. Int. J. Comput. Vis. Robotics 2(3): 237-253 (2011)
Conference and Workshop Papers
- 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
- [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
- [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
- [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 - 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 - 2014
- [c3]Haythem Ghazouani:
Genetic stereo matching algorithm with fuzzy fitness. SoCPaR 2014: 1-5 - 2010
- [c2]Haythem Ghazouani, René Zapata, Moncef Tagina:
Fuzzy Sets Based Improvement of a Stereo Matching Algorithm with Balanced Correlation Window and Occlusion Detection. IPCV 2010: 701-707 - 2007
- [c1]Haythem Ghazouani, Moncef Tagina:
A Behavior-Based Controller with Evolutionary Adapted Fuzzy Rule Base for a Car-like Mobile Robot. IC-AI 2007: 508-514
Informal and Other Publications
- 2014
- [i2]Haythem Ghazouani:
Genetic Stereo Matching Algorithm with Fuzzy Fitness. CoRR abs/1410.2474 (2014) - [i1]Haythem Ghazouani:
Shape and Color Object Tracking for Real-Time Robotic Navigation. CoRR abs/1410.3970 (2014)
Coauthor Index
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