Dawood AL CHANTI
Dawood AL CHANTI
Personnel G-INP Permanent
Site Ampère
Bureau : B147
Téléphone : 04 76 82 64 86
Département Science des Données
PICSA
Biographie
(à compléter)
Publications / Travaux
10 documents
Articles dans une revue
- Sayeh Gholipour Picha, Dawood Al Chanti, Alice Caplier. Trust but verify: Image-aware evaluation of radiology report generators. Machine Learning with Applications, 2026, 23, pp.100851. ⟨10.1016/j.mlwa.2026.100851⟩. ⟨hal-05476777⟩
- Sayeh Gholipour Picha, Dawood Al Chanti, Alice Caplier. VICCA: Visual interpretation and comprehension of chest X-ray anomalies in generated report without human feedback. Machine Learning with Applications, 2025, 21, pp.100684. ⟨10.1016/j.mlwa.2025.100684⟩. ⟨hal-05299257⟩
- Dawood Al Chanti, Vanessa Gonzalez Duque, Marion Crouzier, Antoine Nordez, Lilian Lacourpaille, et al.. IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound. IEEE Transactions on Medical Imaging, 2021, pp.1-14. ⟨10.1109/TMI.2021.3058303⟩. ⟨hal-03197457⟩
- Dawood Al Chanti, Alice Caplier. Deep Learning for Spatio-Temporal Modeling of Dynamic Spontaneous Emotions. IEEE Transactions on Affective Computing, 2018, pp.1 – 1. ⟨10.1109/TAFFC.2018.2873600⟩. ⟨hal-01889512⟩
Communications dans un congrès
- Sayeh Gholipour Picha, Dawood Al Chanti, Alice Caplier. Semantic Textual Similarity Assessment in Chest X-ray Reports Using a Domain-Specific Cosine-Based Metric. BIOSTEC 2024 – 17th International Joint Conference on Biomedical Engineering Systems and Technologies, Feb 2024, Rome, Italy. ⟨10.5220/0012429600003657⟩. ⟨hal-04474757⟩
- Sayeh Gholipour Picha, Dawood Al Chanti, Alice Caplier. How far Generated Data Can Impact Neural Networks Performance?. VISAPP 2023 – 18th International Conference on Computer Vision Theory and Applications, Feb 2023, Lisbon, Portugal. pp.472-479, ⟨10.5220/0011629000003417⟩. ⟨hal-04399481⟩
- Dawood Al Chanti, Diana Mateus. OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation. the 24th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2021, Strasbourg (virtuel), France. ⟨hal-03261428⟩
- Dawood Al Chanti, Alice Caplier. Improving Bag-of-Visual-Words Towards Effective Facial Expressive Image Classification. VISIGRAPP 2018 – 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, INSTICC, Jan 2018, Funchal,Madeira, Portugal. pp.145-152, ⟨10.5220/0006537601450152⟩. ⟨hal-01684620⟩
- Dawood Al Chanti, Alice Caplier. Spontaneous Facial Expression Recognition using Sparse Representation. VISIGRAPP 2017 – 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2017, Porto, Portugal. pp.11, ⟨10.5220/0006118000640074⟩. ⟨hal-01485279v2⟩
Thèses
- Dawood Al Chanti. Automatic Analysis of Macro and Micro Facial Expressions : Detection and Recognition via Machine Learning. Signal and Image processing. Université Grenoble Alpes, 2019. English. ⟨NNT : 2019GREAT058⟩. ⟨tel-02525707v2⟩
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