A People Counting Method Based on Multiple Cameras Information Fusion

2015 ◽  
Author(s):  
Qinglong Chang ◽  
Zhijun Song ◽  
Rongrong Shi ◽  
Jiayao Xu
Keyword(s):  
Information Fusion ◽  
Multiple Cameras ◽  
Counting Method ◽  
People Counting

scholarly journals A Soft-YoloV4 for High-Performance Head Detection and Counting

Mathematics ◽  
2021 ◽  
Vol 9 (23) ◽  
pp. 3096
Author(s):  
Zhen Zhang ◽  
Shihao Xia ◽  
Yuxing Cai ◽  
Cuimei Yang ◽  
Shaoning Zeng
Keyword(s):  
High Performance ◽  
Detection Rate ◽  
Detection Method ◽  
State Of The Art ◽  
Counting Method ◽  
People Counting ◽  
Detection Model ◽  
Detection And Counting ◽  
Head Detection ◽  
Ap Value

Blockage of pedestrians will cause inaccurate people counting, and people’s heads are easily blocked by each other in crowded occasions. To reduce missed detections as much as possible and improve the capability of the detection model, this paper proposes a new people counting method, named Soft-YoloV4, by attenuating the score of adjacent detection frames to prevent the occurrence of missed detection. The proposed Soft-YoloV4 improves the accuracy of people counting and reduces the incorrect elimination of the detection frames when heads are blocked by each other. Compared with the state-of-the-art YoloV4, the AP value of the proposed head detection method is increased from 88.52 to 90.54%. The Soft-YoloV4 model has much higher robustness and a lower missed detection rate for head detection, and therefore it dramatically improves the accuracy of people counting.

People counting via multiple views using a fast information fusion approach

2016 ◽  
Vol 76 (5) ◽  
pp. 6801-6819 ◽  
Author(s):  
Mikaël A. Mousse ◽  
Cina Motamed ◽  
Eugène C. Ezin
Keyword(s):  
Information Fusion ◽  
Multiple Views ◽  
People Counting ◽  
Fusion Approach

A Reliable People Counting System via Multiple Cameras

2012 ◽  
Vol 3 (2) ◽  
pp. 1-22 ◽  
Author(s):  
Huadong Ma ◽  
Chengbin Zeng ◽  
Charles X. Ling
Keyword(s):  
Multiple Cameras ◽  
Counting System ◽  
People Counting
Sign in / Sign up

Export Citation Format

Share Document