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End-to-end crowd counting via joint learning local and global count
Crowd counting is a very challenging task in crowded scenes due to heavy occlusions,
appearance variations and perspective distortions. Current crowd counting methods …
appearance variations and perspective distortions. Current crowd counting methods …
Benchmark data and method for real-time people counting in cluttered scenes using depth sensors
Vision-based automatic counting of people has widespread applications in intelligent
transportation systems, security, and logistics. However, there is currently no large-scale …
transportation systems, security, and logistics. However, there is currently no large-scale …
Water filling: Unsupervised people counting via vertical kinect sensor
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 …
due to occlusion, illumination, color and texture variation, the problem is far from being …
Counting people by RGB or depth overhead cameras
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 …
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
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 …
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
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 …
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 …
applications range from efficient allocation of resources in smart buildings to handling …
Real-time accurate crowd counting based on RGB-D information
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 …
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 …
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
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 …
cameras. The proposed method is designed to be computationally efficient and able to …