MRSNet: Multi-Resolution Scale Feature Fusion-Based Universal Density Counting Network

MRSNet: Multi-Resolution Scale Feature Fusion-Based Universal Density Counting Network

This study focuses on the problem of dense object counting. In dense scenes, variations in object scales and uneven distributions greatly hinder counting accuracy. The current methods, whether CNNs with fixed convolutional kernel sizes or Transformers with fixed attention sizes, struggle to handle s...

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Bibliographic Details
Main Authors: Yi Zhang, Wei Song, Mingyue Shao, Xiangchun Liu
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Sensors
Subjects:
crowd counting
CNN network
dense target counting
density map
Online Access:https://www.mdpi.com/1424-8220/24/18/5974
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