Haythem Ghazouani - researchr alias

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Viewing Publication 1 - 28 from 28

2024

Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive ReviewHadjer Boughanem, Haythem Ghazouani, Walid Barhoumi. sncs, 5(1):96, January 2024. [doi]

Challenges and Emerging Trends for Machine Reading of the Mind from Facial ExpressionsHaythem Ghazouani. sncs, 5(1):103, January 2024. [doi]

Three-phases hybrid feature selection for facial expression recognitionOnes Sidhom, Haythem Ghazouani, Walid Barhoumi. tjs, 80(6):8094-8128, April 2024. [doi]

2023

Multichannel convolutional neural network for human emotion recognition from in-the-wild facial expressionsHadjer Boughanem, Haythem Ghazouani, Walid Barhoumi. vc, 39(11):5693-5718, November 2023. [doi]

YCbCr Color Space as an Effective Solution to the Problem of Low Emotion Recognition Rate of Facial Expressions In-The-WildHadjer Boughanem, Haythem Ghazouani, Walid Barhoumi. visapp 2023: 822-829 [doi]

Hierarchical Convolutional Neural Networks for Leaf Disease DetectionEzzeddine Chakroun, Haythem Ghazouani, Walid Barhoumi, Ezzeddine Zagrouba, Gwanggil Jeon. fuzzIEEE 2023: 1-6 [doi]

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)Haythem Ghazouani. 2023. [doi]

Dealing with Unbalanced Data in Leaf Disease Detection: A Comparative Study of Hierarchical Classification, Clustering-based Undersampling and Reweighting-based ApproachesHaythem Ghazouani, Walid Barhoumi, Ezzeddine Chakroun, Abdellah Chehri. kes 2023: 4891-4900 [doi]

Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature ImportanceHaythem Ghazouani, Walid Barhoumi, Gwanggil Jeon, Ezzeddine Zagrouba. inista 2023: 1-4 [doi]

Subject-dependent selection of geometrical features for spontaneous emotion recognitionOnes Sidhom, Haythem Ghazouani, Walid Barhoumi. mta, 82(2):2635-2661, 2023. [doi]

2022

2021

2020

Genetic programming-based learning of texture classification descriptors from Local Edge SignatureHaythem Ghazouani, Walid Barhoumi. eswa, 161:113667, 2020. [doi]

A Genetic Programming Method for Scale-Invariant Texture ClassificationHaythem Ghazouani, Walid Barhoumi, Yosra Antit. eann 2020: 593-604 [doi]

Driver Drowsiness Detection Based on Joint Monitoring of Yawning, Blinking and NoddingAicha Ghourabi, Haythem Ghazouani, Walid Barhoumi. iccp2 2020: 407-414 [doi]

2019

Sparse coding-based representation of LBP difference for 3D/4D facial expression recognitionHela Bejaoui, Haythem Ghazouani, Walid Barhoumi. mta, 78(16):22773-22796, 2019. [doi]

2017

Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary PatternHela Bejaoui, Haythem Ghazouani, Walid Barhoumi. acivs 2017: 39-50 [doi]

2014

Genetic stereo matching algorithm with fuzzy fitnessHaythem Ghazouani. socpar 2014: 1-5 [doi]

2012

Navigation visuelle de robots mobiles dans un environnement d'intérieur. (Visual navigation of mobile robots in indoor environments)Haythem Ghazouani. PhD thesis, Montpellier 2 University, France, 2012. [doi]

2011

Fast and robust semi-local stereo matching using possibility distributionsHaythem Ghazouani, Moncef Tagina, René Zapata. ijcvr, 2(3):237-253, 2011. [doi]

2010

Fuzzy Sets Based Improvement of a Stereo Matching Algorithm with Balanced Correlation Window and Occlusion DetectionHaythem Ghazouani, René Zapata, Moncef Tagina. ipcv 2010: 701-707

2007

A Behavior-Based Controller with Evolutionary Adapted Fuzzy Rule Base for a Car-like Mobile RobotHaythem Ghazouani, Moncef Tagina. icai 2007: 508-514

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