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Survey of visual crowd analysis

Survey of visual crowd analysis


Visual Crowd Analysis: Open Research Problems

arXiv paper abstract https://arxiv.org/abs/2308.10677



Over the last decade ... surge in interest in automated crowd monitoring within the computer vision community.


Modern deep-learning approaches have made it possible to develop fully-automated vision-based crowd-monitoring applications.


However, despite ... the significant technological advancements ... there are still numerous challenges that need to be overcome.


In this article, ... delve into six major areas of visual crowd analysis, emphasizing the key developments in each of these areas.


... outline the crucial unresolved issues that must be tackled ... to ensure ... automated crowd monitoring continues to progress and thrive.


... this article thoroughly examines and presents a more intuitive categorization of works, while also depicting the latest breakthroughs within the field, incorporating more recent studies carried out within the last few years in a concise manner ...



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