A PCA-based frame selection method for applying CNN and LSTM to classify postural behaviour in sows-Reference-Cited by-同舟云学术

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A PCA-based frame selection method for applying CNN and LSTM to classify postural behaviour in sows

Published:2021-10 Issue: Volume:189 Page:106351
ISSN:0168-1699
Container-title:Computers and Electronics in Agriculture
language:en
Short-container-title:Computers and Electronics in Agriculture

Author:

Wang Meiqing,oczak Maciek,Larsen Mona,Bayer Florian,Maschat Kristina,Baumgartner Johannes,Rault Jean-Loup,Norton Tomas

Publisher

Elsevier BV

Subject

Horticulture,Computer Science Applications,Agronomy and Crop Science,Forestry

Reference39 articles.

1. Associations between lying-down behaviour problems and body condition, limb disorders and skin lesions of lactating sows housed in farrowing crates in commercial sow herds;Bonde;Livest. Prod. Sci.,2004

2. Preparturient variation in progesterone, prolactin, oxytocin and somatostatin in relation to nest building in sows;Castrén;Appl. Anim. Behav. Sci.,1993

3. An Intelligent Detection and Notification (iDN) System for Handling Piglet Crushing Based on Machine Learning;Chen,2019

4. Classification of drinking and drinker-playing in pigs by a video-based deep learning method;Chen;Biosyst. Eng.,2020

5. Recognition of aggressive episodes of pigs based on convolutional neural network and long short-term memory;Chen;Comput. Electron. Agric.,2020

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1. Multi-behavior detection of group-housed pigs based on YOLOX and SCTS-SlowFast;Computers and Electronics in Agriculture;2024-10

2. Monitoring the lactation-related behaviors of sows and their piglets in farrowing crates using deep learning;Frontiers in Animal Science;2024-07-22

3. Is Deep Learning useful for decision making in pig production?;Internet of Things;2024-07

4. Comparison of Transformers with LSTM for classification of the behavioural time budget in horses based on video data;Biosystems Engineering;2024-06

5. Automatic Identification of Pangolin Behavior Using Deep Learning Based on Temporal Relative Attention Mechanism;Animals;2024-03-28

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