Emotion Classification in Dogs by Deep Learning

This study describes an automated system that can identify and react to certain emotions in dogs, including aggression, sorrow, pleasure, and relaxation. Our canine friends mean the world to us. When people learn to read their dogs' facial expressions, it could help them live more harmoniously with their canine companions. This project describes research on canine face expression recognition utilizing CNN VGG16 deep learning algorithm model.

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Publication Details

Published
2024-11-22
DOI
https://doi.org/10.1109/icetems64039.2024.10964995
Citations
3
Primary Topic
Human Pose and Action Recognition
Type
article
Field-Weighted Citation Impact
0.75
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article

Emotion Classification in Dogs by Deep Learning

D C Shubhangi, S. Sameen Fatima
3 citations
Human Pose and Action Recognition
0.75
article

Emotion Classification in Dogs by Deep Learning

D C Shubhangi, S. Sameen Fatima
article en
3 citations

Abstract

This study describes an automated system that can identify and react to certain emotions in dogs, including aggression, sorrow, pleasure, and relaxation. Our canine friends mean the world to us. When people learn to read their dogs' facial expressions, it could help them live more harmoniously with their canine companions. This project describes research on canine face expression recognition utilizing CNN VGG16 deep learning algorithm model.

Gender equality
Openalex Percentile: Top 26%
Human Pose and Action Recognition
0.75
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Emotion Classification in Dogs by Deep Learning — D C Shubhangi, S. Sameen Fatima · (2024) | TGRS Research Map | TGRS