VHR-BirdPose: Vision Transformer-Based HRNet for Bird Pose Estimation with Attention Mechanism

VHR-BirdPose: Vision Transformer-Based HRNet for Bird Pose Estimation with Attention Mechanism

Pose estimation plays a crucial role in recognizing and analyzing the postures, actions, and movements of humans and animals using computer vision and machine learning techniques. However, bird pose estimation encounters specific challenges, including bird diversity, posture variation, and the fine...

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Bibliographic Details
Main Authors: Runang He, Xiaomin Wang, Huazhen Chen, Chang Liu
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Electronics
Subjects:
bird pose estimation
vision transformer
attention mechanism
Deep High-Resolution Network
Animal Kingdom dataset
Online Access:https://www.mdpi.com/2079-9292/12/17/3643

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