Discrimination between the facial gestures of vocalising and non-vocalising lemurs and small apes using deep learning

Discrimination between the facial gestures of vocalising and non-vocalising lemurs and small apes using deep learning

Facial expression studies in animal communication are essential. However, manual inspection methods are only practical for small datasets. Deep learning techniques can help discriminate facial configurations associated with vocalisations over large datasets. We extracted and labelled frames of diffe...

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Bibliographic Details
Main Authors: Filippo Carugati, Olivier Friard, Elisa Protopapa, Camilla Mancassola, Emanuela Rabajoli, Chiara De Gregorio, Daria Valente, Valeria Ferrario, Walter Cristiano, Teresa Raimondi, Valeria Torti, Brice Lefaux, Longondraza Miaretsoa, Cristina Giacoma, Marco Gamba
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Ecological Informatics
Subjects:
Primate face
Indri indri
Propithecus diadema
Nomascus gabriellae
DeepLabCut
Acoustic communication
Online Access:http://www.sciencedirect.com/science/article/pii/S1574954124003893
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