Profil

Kumar Navdeep

Montefiore Institute

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Main Referenced Co-authors
Geurts, Pierre  (4)
Marée, Raphaël  (4)
Muller, Marc  (4)
Arianna Martini (2)
Clara Boglione (2)
Main Referenced Keywords
zebrafish (2); aquaculture (1); aquaculture, fish farming, artificial intelligence, deep learning (1); bioimage analysis (1); biomedical (1);
Main Referenced Unit & Research Centers
Montefiore Institute - Montefiore Institute of Electrical Engineering and Computer Science - ULiège [BE] (1)
Main Referenced Disciplines
Computer science (3)
Human health sciences: Multidisciplinary, general & others (3)
Engineering, computing & technology: Multidisciplinary, general & others (1)
Anatomy (cytology, histology, embryology...) & physiology (1)
Aquatic sciences & oceanology (1)

Publications (total 4)

The most downloaded
133 downloads
Kumar, N., Claudia Di Biagio, Zachary Dellacqua, Raman, R., Arianna Martini, Clara Boglione, Muller, M., Geurts, P., & Marée, R. (2023). Empirical Evaluation of Deep Learning Approaches for Landmark Detection in Fish Bioimages. In Computer Vision – ECCV 2022 Workshops. ECCV 2022. Lecture Notes in Computer Science. Cham, Unknown/unspecified: Springer. doi:10.1007/978-3-031-25069-9_31 https://hdl.handle.net/2268/294220

The most cited

1 citations (Scopus®)

Kumar, N., Claudia Di Biagio, Zachary Dellacqua, Raman, R., Arianna Martini, Clara Boglione, Muller, M., Geurts, P., & Marée, R. (2023). Empirical Evaluation of Deep Learning Approaches for Landmark Detection in Fish Bioimages. In Computer Vision – ECCV 2022 Workshops. ECCV 2022. Lecture Notes in Computer Science. Cham, Unknown/unspecified: Springer. doi:10.1007/978-3-031-25069-9_31 https://hdl.handle.net/2268/294220

Kumar, N., Marée, R., Geurts, P., & Muller, M. (2023). Recent Advances in Bioimage Analysis Methods for Detecting Skeletal Deformities in Biomedical and Aquaculture Fish Species. Biomolecules. doi:10.3390/biom13121797
Peer Reviewed verified by ORBi

Kumar, N., Claudia Di Biagio, Zachary Dellacqua, Raman, R., Arianna Martini, Clara Boglione, Muller, M., Geurts, P., & Marée, R. (2023). Empirical Evaluation of Deep Learning Approaches for Landmark Detection in Fish Bioimages. In Computer Vision – ECCV 2022 Workshops. ECCV 2022. Lecture Notes in Computer Science. Cham, Unknown/unspecified: Springer. doi:10.1007/978-3-031-25069-9_31
Peer reviewed

Navdeep Kumar, Zachary Dellacqua, Clara Boglione, Arianna Martini, Muller, M., Geurts, P., & Marée, R. (04 October 2021). Towards Setting up of an Automatic Recognition System for Vertebrae and Opercular Anomalies in Reared Gilthead Seabream(Sparus aurata) [Poster presentation]. Aquaculture Europe 2021, Funchal, Madeira, Portugal.
Editorial reviewed

Kumar, N., Carletti, A., Gavaia, P. J., Muller, M., Cancela, L., Geurts, P., & Marée, R. (2021). Deep Learning approaches for Head and Operculum Segmentation in Zebrafish Microscopy Images. In Part of the Lecture Notes in Computer Science book series (LNIP, volume 13052). Switzerland: Springer. doi:10.1007/978-3-030-89128-2_15
Peer reviewed

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