A machine learning approach to pedestrian detection for autonomous vehicles using high-definition 3D range data
PJ Navarro, C Fernandez, R Borraz, D Alonso - Sensors, 2016 - mdpi.com
This article describes an automated sensor-based system to detect pedestrians in an
autonomous vehicle application. Although the vehicle is equipped with a broad set of …
autonomous vehicle application. Although the vehicle is equipped with a broad set of …
Efficient and robust pedestrian detection using deep learning for human-aware navigation
This paper addresses the problem of Human-Aware Navigation (HAN), using multi camera
sensors to implement a vision-based person tracking system. The main contributions of this …
sensors to implement a vision-based person tracking system. The main contributions of this …
Pedestrian counting with occlusion handling using stereo thermal cameras
The number of pedestrians walking the streets or gathered in public spaces is a valuable
piece of information for shop owners, city governments, event organizers and many others …
piece of information for shop owners, city governments, event organizers and many others …
Pedestrian traffic light control with crosswalk FMCW radar and group tracking algorithm
The increased mobility requirements of modern lifestyles put more stress on existing traffic
infrastructure, which causes reduced traffic flow, especially in peak traffic hours. This calls for …
infrastructure, which causes reduced traffic flow, especially in peak traffic hours. This calls for …
Multispectral pedestrian detection based on feature complementation and enhancement
L Nie, M Lu, Z He, J Hu, Z Yin - IET Intelligent Transport …, 2024 - Wiley Online Library
Multispectral pedestrian detection with visible light and infrared images is robust to changes
in lighting conditions and therefore is of great importance to numerous applications that …
in lighting conditions and therefore is of great importance to numerous applications that …
Development of Algorithms and Software for Automatic Pedestrian Recognition for Intelligent Situation Control Systems
N Abramov, V Rakova, D Barinov… - IOP Conference …, 2019 - iopscience.iop.org
The article is devoted to the development of algorithms and software that automatically
recognize road users-pedestrians, build their trajectory according to the analysis of the video …
recognize road users-pedestrians, build their trajectory according to the analysis of the video …
Detecting multi-resolution pedestrians using group cost-sensitive boosting with channel features
C Zhu, XC Yin - Sensors, 2019 - mdpi.com
Significant progress has been achieved in the past few years for the challenging task of
pedestrian detection. Nevertheless, a major bottleneck of existing state-of-the-art …
pedestrian detection. Nevertheless, a major bottleneck of existing state-of-the-art …
Un estudio de la generalización en la clasificación de peatones
Desde el surgimiento de los Histogramas de Gradientes Orientados (HOG, por sus siglas en
inglés) en 2005 como el descriptor más utilizado para la detección de peatones, ha habido …
inglés) en 2005 como el descriptor más utilizado para la detección de peatones, ha habido …
Criticality Labeling Via Optimal Control and Machine Learning in Automotive Active Safety
S Herrmann - 2019 - mediatum.ub.tum.de
Active safety systems require a criticality or threat metric to trigger interventions like
automatic emergency braking. We propose an optimal control problem (OCP) to find ground …
automatic emergency braking. We propose an optimal control problem (OCP) to find ground …