A Survey of Recent Advances in Crowd Density Estimation using Image Processing

Crowd analysis is an essential topic of research in artificial intelligence. There are several applications on crowd analysis, such as, environmental management, urban planning and public safety. This paper presents review of different methodologies those have been implemented for estimating crowd. This paper covers several methods of crowd density estimation, such as, image processing techniques, machine learning and deep learning based technique, and smartphone based technique.