Passenger Location Estimation in Public Transport: Evaluating Methods and Camera Placement Impact
Marczyk M, Kempski A, Socha M, Cogiel M, Foszner P, Staniszewski M. Passenger Location Estimation in Public Transport: Evaluating Methods and Camera Placement Impact. IEEE Transactions On Intelligent Transportation Systems 2024, 25: 17878-17887. DOI: 10.1109/tits.2024.3434746.Peer-Reviewed Original ResearchPublic transportCase of public transportMachine learningHuman head detectionML modelsSpecialized hardware devicesDistance estimation methodPassenger bodyPassengerPerformance of ML modelsHead detectionHardware devicesOcclusion problemLocation estimationCrowd densityML methodsComputation timePlacement impactCameraDistance estimationEvaluation methodTransportEstimation methodMinibusImage analysis method