Computer vision and deep learning techniques for pedestrian detection and tracking: A survey

A Brunetti, D Buongiorno, GF Trotta, V Bevilacqua - Neurocomputing, 2018 - Elsevier
… Regardless of the use of active or passive sensors, vision systems for pedestrian detection
may be differentiated considering the video acquisition technology (2D vs 3D), or the …

3D vision sensing for improved pedestrian safety

G Grubb, A Zelinsky, L Nilsson… - IEEE Intelligent Vehicles …, 2004 - ieeexplore.ieee.org
… To fulfill such needs, we use a vision based, 3D temporal approach for detecting and
tracking pedestrians. Our system aims to detect at least those pedestrians in front of the vehicle …

Pedestrian tracking with shoe-mounted inertial sensors

E Foxlin - IEEE Computer graphics and applications, 2005 - ieeexplore.ieee.org
… approach to position tracking based on inertial sensing. Our … need computer vision to provide
the precision tracking of the … for computer vision, making it much simpler and more robust. …

Pedestrian dynamic and kinematic information obtained from vision sensors

SG Konrad, M Shan, FR Masson… - 2018 IEEE intelligent …, 2018 - ieeexplore.ieee.org
… the use of vehicle vision systems for the estimation of high quality pedestrian dynamic and
… in pedestrian pose tracking that can be used in the robust estimation of pedestrian intent. …

Pedestrian Tracking Based on Receptive Field Improvement: A One-Shot Multi-Object Tracking Approach Based on Vision Sensors

G Li, D Ouyang, X Chen, W Chu, B Lu… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
… sequences has gradually become one of the most essential fields in computer vision tasks.
As the … Three public pedestrian tracking datasets are applied to verify the effectiveness and …

Motion periodicity based pedestrian detection and particle filter based pedestrian tracking using stereo vision camera

K Al-Mutib, M Emaduddin, M Alsulaiman… - … and Machine Vision …, 2012 - ieeexplore.ieee.org
… to device a pedestrian detection and tracking method that is … stereo vision camera is used
as the primary input sensor for … The point cloud from the stereo vision sensor is processed …

A review on vision-based pedestrian detection for intelligent vehicles

Z Li, K Wang, L Li, FY Wang - 2006 IEEE International …, 2006 - ieeexplore.ieee.org
… Different sensor technologies, such as ultrasonic Abstract Vision-based … Among them,
visioncan recognize pedestrians in front of the moving vehicle, then based pedestrian detection is …

Inertial-vision sensor fusion for pedestrian localization

D Chdid, R Oueis, H Khoury, D Asmar… - 2011 IEEE International …, 2011 - ieeexplore.ieee.org
… output from both inertial and vision sensor systems in order to obtain results that are more
accurate than those produced with the use of either sensor system independently. The overall …

iPAC: Integrate pedestrian dead reckoning and computer vision for indoor localization and tracking

D Li, Y Lu, J Xu, Q Ma, Z Liu - IEEE Access, 2019 - ieeexplore.ieee.org
sensors-based pedestrian tracking is non-trivial due to the low robustness of visual tracking,
… , an integrated inertial sensor and camerabased indoor localization and tracking system that …

[HTML][HTML] Identifying and tracking pedestrians based on sensor fusion and motion stability predictions

B Musleh, F García, J Otamendi, JM Armingol… - Sensors, 2010 - mdpi.com
sensor hybrid fusion approach: a stereo camera vision system and a laser scanner. Second,
it correctly identifies pedestrians … disparity maps and uv disparity (vision subsystem). Third, it …