Passenger occupancy estimation in vehicles: A review of current methods and research challenges
Passenger detection and occupancy estimation are vital tasks in many fields. The existing
literature emphasises that the increasing demand for such systems will continue to grow …
literature emphasises that the increasing demand for such systems will continue to grow …
Top view multiple people tracking by detection using deep SORT and YOLOv3 with transfer learning: within 5G infrastructure
Nowadays, 5G profoundly impacts video surveillance and monitoring services by processing
video streams at high-speed with high-reliability, high bandwidth, and secure network …
video streams at high-speed with high-reliability, high bandwidth, and secure network …
A real-time person tracking system based on SiamMask network for intelligent video surveillance
Real-time video surveillance systems are widely deployed in various environments,
including public areas, commercial buildings, and public infrastructures. Person detection is …
including public areas, commercial buildings, and public infrastructures. Person detection is …
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 …
An IoT-enabled real-time overhead view person detection system based on Cascade-RCNN and transfer learning
Internet of things (IoT) is transforming technological evolution in several practical
applications. These applications range from smart cities, smart healthcare to intelligent video …
applications. These applications range from smart cities, smart healthcare to intelligent video …
Passenger flow counting in buses based on deep learning using surveillance video
YW Hsu, TY Wang, JW Perng - Optik, 2020 - Elsevier
An efficient traffic management system is crucial for public transportation. If the passenger
flow can be detected accurately and instantaneously, the routes and schedules for public …
flow can be detected accurately and instantaneously, the routes and schedules for public …
Overhead view person detection using YOLO
In video surveillance system, one of the important task is to detect person. In recent years,
different computer vision and deep learning algorithms have been developed, which …
different computer vision and deep learning algorithms have been developed, which …
Estimation of the number of passengers in a bus using deep learning
YW Hsu, YW Chen, JW Perng - Sensors, 2020 - mdpi.com
For the development of intelligent transportation systems, if real-time information on the
number of people on buses can be obtained, it will not only help transport operators to …
number of people on buses can be obtained, it will not only help transport operators to …
A deep neural network approach for top view people detection and counting
People detection and counting is considered as one of the important application in video
surveillance. Various computer vision and deep learning based methods have been …
surveillance. Various computer vision and deep learning based methods have been …
Automatic passenger counting system using image processing based on skin colour detection approach
Public transportation plays a big role in transportation industry which provides mobility and
creates better transport planning for example, electric train and buses. Latterly, the topic that …
creates better transport planning for example, electric train and buses. Latterly, the topic that …