Publications
Gholipour Picha, S.; Chanti, D. and Caplier, A. (2024). Semantic Textual Similarity Assessment in Chest X-ray Reports Using a Domain-Specific Cosine-Based Metric. In Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies - BIOINFORMATICS; ISBN 978-989-758-688-0; ISSN 2184-4305, SciTePress, pages 487-494. https://www.scitepress.org/Link.aspx?doi=10.5220/0012429600003657
Winner of best paper poster award!
Gholipour Picha, S.; Chanti D. A. and Caplier, A. (2023). How far Generated Data Can Impact Neural Networks Performance?. In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 5: VISAPP; ISBN 978-989-758-634-7; ISSN 2184-4321, SciTePress, pages 472-479. https://www.scitepress.org/Link.aspx?doi=10.5220/0011629000003417
IFSS-Net: Interactive few-shot siamese network for faster muscle segmentation and propagation in volumetric ultrasound
D. A. Chanti, V. G. Duque, M. Crouzier, A. Nordez, L. Lacourpaille and D. Mateus, "IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound," in IEEE Transactions on Medical Imaging, vol. 40, no. 10, pp. 2615-2628, Oct. 2021, doi: 10.1109/TMI.2021.3058303. https://ieeexplore.ieee.org/abstract/document/9350651
Spatio-Temporal Consistency and Negative Label Transfer for 3D Freehand US Segmentation
Gonzalez Duque, V., Al Chanti, D., Crouzier, M., Nordez, A., Lacourpaille, L., Mateus, D. (2020). Spatio-Temporal Consistency and Negative Label Transfer for 3D Freehand US Segmentation. In: , et al. Medical Image Computing and Computer Assisted Intervention – MICCAI 2020. MICCAI 2020. Lecture Notes in Computer Science(), vol 12261. Springer, Cham. https://link.springer.com/chapter/10.1007/978-3-030-59710-8_69
Low-limb muscles segmentation in 3D freehand ultrasound using non-learning methods and label transfer
Proceedings Volume 11583, 16th International Symposium on Medical Information Processing and Analysis; 115830J (2020) https://doi.org/10.1117/12.2575991
Event: The 16th International Symposium on Medical Information Processing and Analysis, 2020, Lima, Peru ) https://doi.org/10.1117/12.2575991
D Al Chanti UGA (Université Grenoble Alpes)
D. Al Chanti and A. Caplier, "Deep Learning for Spatio-Temporal Modeling of Dynamic Spontaneous Emotions," in IEEE Transactions on Affective Computing, vol. 12, no. 2, pp. 363-376, 1 April-June 2021, doi: 10.1109/TAFFC.2018.2873600.
Al Chanti, D. and Caplier, A. (2018). Improving Bag-of-Visual-Words Towards Effective Facial Expressive Image Classification. In Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP, ISBN 978-989-758-290-5; ISSN 2184-4321, pages 145-152. DOI: 10.5220/0006537601450152
Spontaneous Facial Expression Recognition using Sparse Representation
Al Chanti, D. and Caplier, A. (2017). Spontaneous Facial Expression Recognition using Sparse Representation. In Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP, (VISIGRAPP 2017) ISBN 978-989-758-226-4; ISSN 2184-4321, pages 64-74. DOI: 10.5220/0006118000640074
Al Chanti, D. and Caplier, A. arXiv preprint arXiv:1903.04354
Al Chanti, D., Mateus, D. (2021). OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation. In: , et al. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. MICCAI 2021. Lecture Notes in Computer Science(), vol 12903. Springer, Cham. https://doi.org/10.1007/978-3-030-87199-4_25