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Casapietra, Edoardo: Spatial Road Representation for Driving in Complex Scenes by Interpretation of Traffic Behavior. 2019
Inhalt
Introduction
Advanced Driving Assistance Systems
Motivation
Aim of the Thesis
Outline
Related Work
Road Detection
Direct Detection Methods
Indirect Detection Methods
Environment Representation
Trajectory Planning
Road Probability Framework
Motivation
Road Probability Formula
Behavior Interpretation
Trajectory Cloud
Temporary and Permanent Estimations
Unpredicted Maneuvers
Direct Detection
Visibility
Reliability
Conclusions
Lane Segmentation and Directions
Motivation
Orientation and Width
Width Sampling
Model Limitations
Road Segmentation
Lane Segmentation
Driving Directions
Conclusions
System Architecture
System Overview
Pose Estimation
Vehicle Detection
Occlusions
Direct Detection
Representation Grid
Lanes
Trajectory Planner
Middleware
Conclusions
Experiments Report
Road Classification
Ground Truth
Experiments
Lane Segmentation and Driving Directions
Road Direction and Width Estimation
Experiments
Trajectory Evaluation
Parameter Evaluation
Experiments
Conclusions
Conclusions
References