Scale-aware Gaussian mixture loss for crowd localization transformers

A fundamental problem in crowd localization using computer vision techniques stems from intrinsic scale shifts. Scale shifts occur when the crowd density within an image is uneven and chaotic, a feature common in dense crowds. At locations nearer to the camera, crowd density is lower than those fart...

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Bibliographic Details
Main Authors: Alabi Mehzabin Anisha, Sriram Chellappan
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:High-Confidence Computing
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667295224000990
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