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Dive into the research topics where Antoine Manzanera is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Foundation models and Transformers for anomaly detection: A survey
Ammar, M. B., Mendoza, A., Belkhir, N., Manzanera, A. & Franchi, G., 1 Feb 2026, In: Information Fusion. 126, 103517.Research output: Contribution to journal › Article › peer-review
Open Access -
A Mixed Audio-Video SPD Network for Online Classification of Parkinsonian Speech Patterns
Archila, J., Manzanera, A. & Martínez, F., 1 Jan 2025, Advances in Artificial Intelligence – IBERAMIA 2024 - 18th Ibero-American Conference on AI, Proceedings. Correia, L., Rosá, A. & Garijo, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 110-121 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15277 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A multimodal gait and ocular geometric representation to generate a Parkinson progression report
Archila, J., Peña, I., Celis, L., Olmos, J., Manzanera, A. & Martínez, F., 15 Nov 2025, In: Engineering Applications of Artificial Intelligence. 160, 111834.Research output: Contribution to journal › Article › peer-review
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A Riemannian multimodal representation to classify parkinsonism-related patterns from noninvasive observations of gait and eye movements
Archila, J., Manzanera, A. & Martínez, F., 1 Jan 2025, In: Biomedical Engineering Letters. 15, 1, p. 81-93 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Geometric multimodal learning to support prostate cancer diagnosis on limited and multicentric bi-parametric MRI data
Olmos, J. A., Manzanera, A. & Martínez, F., 1 Sept 2025, In: Neural Computing and Applications. 37, 25, p. 21173-21192 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Improved monocular depth prediction using distance transform over pre-semantic contours with self-supervised neural networks
Hariat, M., Manzanera, A. & Filliat, D., 1 Jan 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 21868-21879 12 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Learning a geometric deep representation to classify Parkinson smooth pursuit patterns
Celis, L. F., Olmos, J., Manzanera, A. & Martínez, F., 1 Sept 2025, In: Pattern Analysis and Applications. 28, 3, 153.Research output: Contribution to journal › Article › peer-review
Open Access -
Real-time visual pose estimation: from BOP objects to custom drone — A journey
Rey, T., Moras, J., Eudes, A. & Manzanera, A., 1 Aug 2025, In: Mechatronics. 109, 103339.Research output: Contribution to journal › Article › peer-review
Open Access -
A Novel Hybrid Grid Search and Tree Parzen Estimator for Deep Learning Hyperparameters Optimization
Khessiba, S., Blaeich, A. G., Abdallah, A. B., Manzanera, A., Khalifa, K. B. & Bedoui, M. H., 1 Jan 2024, 2024 IEEE/ACS 21st International Conference on Computer Systems and Applications, AICCSA 2024 - Proceedings. IEEE Computer Society, (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Estimating Polyp Size From a Single Colonoscopy Image Using a Shape-From-Shading Model
Ruano, J., Bravo, D., Giraldo, D., Gomez, M., Gonzalez, F. A., Manzanera, A. & Romero, E., 1 Jan 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access