Essays about: "road lane detection"

Showing result 1 - 5 of 18 essays containing the words road lane detection.

  1. 1. Hybrid Deep Learning approach for Lane Detection : Combining convolutional and transformer networks with a post-processing temporal information mechanism, for efficient road lane detection on a road image scene

    University essay from Jönköping University/Jönköping AI Lab (JAIL)

    Author : Dimitrios Zarogiannis; Stelio Bompai; [2023]
    Keywords : Lane Detection; CNN; Vision Transformer; Deep Learning; Semantic Segmentation; Computer Vision;

    Abstract : Lane detection is a crucial task in the field of autonomous driving and advanced driver assistance systems. In recent years, convolutional neural networks (CNNs) have been the primary approach for solving this problem. READ MORE

  3. 2. Map Based Sensor Fusion for Lane Boundary Estimation on ADAS

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Puya Faghi; [2023]
    Keywords : Lane estimation; Lane detection; Map-matching; Sensor fusion; Smart camera; Vehicle Radar; Intelligent vehicle systems; Körfältsestimering; Körfältsdetektering; Kartmatchning; Sensorfusion; Smart Kamera; Radar system; Fordonsradar; Intelligenta fordonssystem;

    Abstract : A vehicles ability to detect and estimate its surroundings is important for ensuring the safety of the vehicle and passengers regardless of the level of vehicle autonomy. With an improved road and lane estimation, advanced driver-assistance systems will be able to provide earlier and more accurate warnings and actions to prevent a possible accident. READ MORE

  4. 3. Learning Based Road Estimation

    University essay from Lunds universitet/Matematik LTH

    Author : Sanna Amirijoo; Karl Niwong; [2023]
    Keywords : Mathematics and Statistics;

    Abstract : The interest in autonomous driving has vastly increased, leading to a surge in research and development efforts over the past decades. This technology could enhance road safety, alleviate traffic congestion, and yield numerous environmental and economic benefits. READ MORE

  5. 4. High-definition map creation and update for autonomous driving

    University essay from KTH/Geoinformatik

    Author : Wanru Xia; [2021]
    Keywords : HD map; mobile LiDAR; point cloud; road edge; road surface; road marking;

    Abstract : Autonomous driving technology is now evolving at an unprecedented speed. HD maps, which are embedded with highly precise and detailed road spatial and object information, play an important role in supporting autonomous vehicles. READ MORE

  6. 5. Vision-based Driver Assistance Systems for Teleoperation of OnRoad Vehicles : Compensating for Impaired Visual Perception Capabilities Due to Degraded Video Quality

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska högskolan

    Author : Tobias Matts; Anton Sterner; [2020]
    Keywords : teleoperation; adas; driver assistance systems; AR; augmented reality; video compression; visual acuity; driving;

    Abstract : Autonomous vehicles is going to be a part of future transport of goods and people, but to make them usable in unpredictable situations presented in real traffic, there is need for backup systems for manual vehicle control. Teleoperation, where a driver controls the vehicle remotely, has been proposed as a backup system for this purpose. READ MORE