Provident Vehicle Detection at Night

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1. Acknowledgments No access
2. Abstract No access
3. Kurzfassung No access
4. Contents No access
1. 1.1 Scope and goal No access
2. 1.2 Terminology No access
3. 1.3 Overview No access
1. 2.1 Driver reaction times at night No access
2. 2.2 Object annotation methods No access
3. 2.3 Datasets for vehicle detection at night No access
4. 2.4 Camera-based vehicle detection at night No access
5. 2.5 Motivation of the research questions No access
1. 3.1 Design of the field study No access
2. 3.2 Conducted field study No access
3. 3.3 Results No access
4. 3.4 Discussion No access
1. 4.1 Proof-of-concept study: Detection of indirect light instances No access
2. 4.2 Comparison of object annotation methods No access
3. 4.3 Annotation methodology No access
4. 4.4 The PVDN dataset No access
5. 4.5 Generation of bounding boxes for light artifacts No access
6. 4.6 Discussion No access
1. 5.1 General design decisions No access
2. 5.2 Light artifact detector No access
3. 5.3 Distance estimator No access
4. 5.4 Detection time analysis No access
5. 5.5 Assessment of the algorithm in a test car: Provident glare-free high beam No access
6. 5.6 Discussion No access
6 Summary and Outlook No access Pages 123 - 126
Publications, Supervised Theses, and Online Material No access Pages 127 - 130
References No access Pages 131 - 138
Lebenslauf No access Pages 139 - 141