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1. www.nature.com › articles › s41598/022/27079-wExplainable automated recognition of emotional states from ...

   www.nature.com › articles › s41598/022/27079-w

   Dec 30, 2022 · The DogFACS-based approach provides decision trees, that is a mathematical representation which reflects previous findings by human experts in relation to certain facial expressions (DogFACS...

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2. www.mdpi.com › 1999/5903/14-4 › 97Predicting Dog Emotions Based on Posture Analysis Using ...

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   Mar 22, 2022 · This paper describes an emotion recognition system for dogs automatically identifying the emotions anger, fear, happiness, and relaxation. It is based on a previously trained machine learning model, which uses automatic pose estimation to differentiate emotional states of canines.

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3. www.nature.com › articles › s41598/019/52938-4The ability to recognize dog emotions depends on the cultural ...

   www.nature.com › articles › s41598/019/52938-4

   Nov 11, 2019 · Inter-specific emotion recognition is especially adaptive when species spend a long time in close association, like dogs and humans. Here, we comprehensively studied the human ability to...

   • Author: Federica Amici, James Waterman, Christina Maria Kellermann, Christina Maria Kellermann, Karimullah K...

   • Publish Year: 2019

4. www.nature.com › articles › s41598/023/48423-8Digitally-enhanced dog behavioral testing | Scientific Reports

   www.nature.com › articles › s41598/023/48423-8

   Dec 1, 2023 · Brady et al. 20 provide a systematic review of the reliability and validity of behavioral tests that assess behavioral characteristics important in working dogs. Jones and Gosling 21 provide ...

5. www.gbgb.org.uk › racing › resultsResults - Greyhound Board of Great Britain

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6. www.sportinglife.com › greyhounds › resultsToday's Results - Greyhound Racing - Sporting Life

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7. People also ask

   How does computer aided dog emotion recognition work?

   • Computer-aided emotion recognition ensures dogs’ well-being across distances or numerous animals simultaneously without high manual effort. Furthermore, dog emotion detection can assist users who have little experience in dealing with dogs to recognize angry or aggressive dogs early, and thus evade a potential attack.

   Future Internet | Free Full-Text | Predicting Dog Emotions Based on Post…

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   Can dogfacs improve classification of emotion indicators?

   • Importantly, the investigation of which combinations of DogFACS variables may improve classification, can be made in an automated, exhaustive and systematic manner, potentially leading to more fine-grained notions of emotion indicators. This provides a promising path for future research.

   Explainable automated recognition of emotional states from canine

   www.nature.com/articles/s41598-022-27079-w

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   Does automation of affective state recognition address pain in dogs?

   • In animal research, automation of affective states recognition has so far mainly addressed pain in a few species. Emotional states remain uncharted territories, especially in dogs, due to the complexity of their facial morphology and expressions. This study contributes to fill this gap in two aspects.

   Explainable automated recognition of emotional states from canine

   www.nature.com/articles/s41598-022-27079-w

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   How to train a dog emotion recognition model?

   • In this work, two different approaches for training a dog emotion recognition model are explored: Coordinate data from landmark detection are used directly as the training input for a neural network. This approach has the advantage of providing all available data to the model.

   Future Internet | Free Full-Text | Predicting Dog Emotions Based on Post…

   www.mdpi.com/1999-5903/14/4/97

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   Should we observe dogs' behavior to assess their welfare and emotions?

   • Observing dogs’ behavior to assess their welfare and emotions is—when having the necessary background knowledge—often possible and especially relevant in applied settings, such as the veterinary clinic and animal-assisted interventions, as we pointed out above.

   Observational behaviors and emotions to assess welfare of dogs: A

   www.sciencedirect.com/science/article/pii/S1558787823001491

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   Does learning improve dog emotion recognition?

   • This suggests that, although some emotions are recognized early on independently of previous experience, learning is crucial to improve dog emotion recognition. These results confirm previous studies, showing that younger children are less proficient at reading dog emotions e.g. 40.

   The ability to recognize dog emotions depends on the cultural ... - Nature

   www.nature.com/articles/s41598-019-52938-4

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8. www.sciencedirect.com › science › articleObservational behaviors and emotions to assess welfare of ...

   www.sciencedirect.com › science › article

   Mar 1, 2024 · Results per theme. Overall, the most used themes to observe the welfare and/or emotions of dogs were vocalizations (60.5% of the articles), other stress-related behaviors (64.1% of the articles), and interactions with the nonsocial environment (66.7% of the articles).