End-to-end crowd counting via joint learning local and global count

C Shang, H Ai, B Bai - 2016 IEEE International Conference on …, 2016 - ieeexplore.ieee.org
Crowd counting is a very challenging task in crowded scenes due to heavy occlusions,
appearance variations and perspective distortions. Current crowd counting methods …

Benchmark data and method for real-time people counting in cluttered scenes using depth sensors

S Sun, N Akhtar, H Song, C Zhang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Vision-based automatic counting of people has widespread applications in intelligent
transportation systems, security, and logistics. However, there is currently no large-scale …

Water filling: Unsupervised people counting via vertical kinect sensor

X Zhang, J Yan, S Feng, Z Lei, D Yi… - 2012 IEEE ninth …, 2012 - ieeexplore.ieee.org
People counting is one of the key components in video surveillance applications, however,
due to occlusion, illumination, color and texture variation, the problem is far from being …

Counting people by RGB or depth overhead cameras

L Del Pizzo, P Foggia, A Greco, G Percannella… - Pattern Recognition …, 2016 - Elsevier
In this paper we present a vision based method for counting the number of persons which
cross a virtual line. The method analyzes the video stream acquired by a camera mounted in …

[HTML][HTML] A smart surveillance system for people counting and tracking using particle flow and modified SOM

M Pervaiz, YY Ghadi, M Gochoo, A Jalal, S Kamal… - Sustainability, 2021 - mdpi.com
Based on the rapid increase in the demand for people counting and tracking systems for
surveillance applications, there is a critical need for more accurate, efficient, and reliable …

Robust people detection using depth information from an overhead time-of-flight camera

CA Luna, C Losada-Gutierrez… - Expert Systems with …, 2017 - Elsevier
In this paper we describe a system for the automatic detection of multiple people in a scene,
by only using depth information provided by a Time of Flight (ToF) camera placed in …

A comparative study of vision based human detection techniques in people counting applications

C Raghavachari, V Aparna, S Chithira… - Procedia Computer …, 2015 - Elsevier
People counting has a wide range of applications in the context of pervasive systems. These
applications range from efficient allocation of resources in smart buildings to handling …

Real-time accurate crowd counting based on RGB-D information

H Fu, H Ma, H **ao - 2012 19th IEEE International Conference …, 2012 - ieeexplore.ieee.org
Real-time accurate crowd counting is one of important tasks in intelligent visual surveillance
systems. Most previous works can only count passing people robustly without heavy …

DPDnet: A robust people detector using deep learning with an overhead depth camera

D Fuentes-Jimenez, R Martin-Lopez… - Expert Systems with …, 2020 - Elsevier
This paper proposes a deep learning-based method to detect multiple people from a single
overhead depth image with high precision. Our neural network, called DPDnet, is composed …

A versatile and effective method for counting people on either RGB or depth overhead cameras

L Del Pizzo, P Foggia, A Greco… - … on Multimedia & …, 2015 - ieeexplore.ieee.org
In this paper we present an innovative method for counting people from zenithal mounted
cameras. The proposed method is designed to be computationally efficient and able to …