PBC-Transformer: Interpreting Poultry Behavior Classification Using Image Caption Generation Techniques

PBC-Transformer: Interpreting Poultry Behavior Classification Using Image Caption Generation Techniques

Accurate classification of poultry behavior is critical for assessing welfare and health, yet most existing methods predict behavior categories without providing explanations for the image content. This study introduces the PBC-Transformer model, a novel model that integrates image captioning techni...

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Bibliographic Details
Main Authors: Jun Li, Bing Yang, Jiaxin Liu, Felix Kwame Amevor, Yating Guo, Yuheng Zhou, Qinwen Deng, Xiaoling Zhao
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Animals
Subjects:
poultry behavior classification
image captioning
transformer
concentrated attention
positional encoding
Online Access:https://www.mdpi.com/2076-2615/15/11/1546
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https://www.mdpi.com/2076-2615/15/11/1546

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