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VI-DAS SIGNED

Vision Inspired Driver Assistance Systems

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

VI-DAS project word cloud

Explore the words cloud of the VI-DAS project. It provides you a very rough idea of what is the project "VI-DAS" about.

road ubiquitous monitor learning cooperative innovation employ comfort gen liability back vi input vehicles justifiable capability vision cameras insurance automation introduce understand das reducing stakeholder connectivity continue accidents semi outcomes data cloud patterns l3 industry primarily risks positioned driver human context 720 inexpensive dominant connected promise fusion economic technologies intelligent chain contextual sensing sensors vehicle gracefully continued invasive feedback created reaction status added progress generation computer safety optimal store feed autonomous point reaching adas platform automotive efficiency scene sensor error personalised machine truly collective algorithm hmi deg ideally predictions proposes ethical public adoption

Project "VI-DAS" data sheet

The following table provides information about the project.

Coordinator	FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH Organization address address: PASEO MIKELETEGI PARQUE TECNOLOGICO DE MIRAMON 57 city: DONOSTIA SAN SEBASTIAN postcode: 20009 website: www.vicomtech.org contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Spain [ES]
Project website	http://vi-das.eu
Total cost	6˙225˙246 €
EC max contribution	6˙225˙246 € (100%)
Programme	1. H2020-EU.3.4. (SOCIETAL CHALLENGES - Smart, Green And Integrated Transport)
Code Call	H2020-MG-2015_TwoStages
Funding Scheme	RIA
Starting year	2016
Duration (year-month-day)	from 2016-09-01 to 2019-08-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH Organization address address: PASEO MIKELETEGI PARQUE TECNOLOGICO DE MIRAMON 57 city: DONOSTIA SAN SEBASTIAN postcode: 20009 website: www.vicomtech.org contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (DONOSTIA SAN SEBASTIAN)	coordinator	811˙603.00
2	VALEO SCHALTER UND SENSOREN GMBH VALEO SCHALTER UND SENSOREN GMBH Organization address address: LAIERNSTRASSE 12 city: BIETIGHEIM BISSINGEN postcode: 74321 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (BIETIGHEIM BISSINGEN)	participant	699˙375.00
3	IBM IRELAND LIMITED IBM IRELAND LIMITED Organization address address: IBM House, Shelbourne Road city: Ballsbridge postcode: Dublin 4 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IE (Ballsbridge)	participant	600˙625.00
4	COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES Organization address address: RUE LEBLANC 25 city: PARIS 15 postcode: 75015 website: www.cea.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (PARIS 15)	participant	502˙511.00
5	Honda Research Institute Europe GmbH Honda Research Institute Europe GmbH Organization address address: Carl-Legien-Str. 30 city: Offenbach/Main postcode: 63073 website: www.honda-ri.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (Offenbach/Main)	participant	442˙500.00
6	UNIVERSITE GUSTAVE EIFFEL UNIVERSITE GUSTAVE EIFFEL Organization address address: 5 BOULEVARD DESCARTES CAMPUS DE MARNE-LA-VALLE city: MARNE-LA-VALLEE postcode: 77454 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (MARNE-LA-VALLEE)	participant	373˙792.00
7	DUBLIN CITY UNIVERSITY DUBLIN CITY UNIVERSITY Organization address address: Glasnevin city: DUBLIN postcode: 9 website: www.dcu.ie contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IE (DUBLIN)	participant	371˙250.00
8	TASS INTERNATIONAL TASS INTERNATIONAL Organization address address: AUTOMOTIVE CAMPUS 15 city: HELMOND postcode: 5708 JZ website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (HELMOND)	participant	359˙375.00
9	TECHNISCHE UNIVERSITEIT EINDHOVEN TECHNISCHE UNIVERSITEIT EINDHOVEN Organization address address: GROENE LOPER 3 city: EINDHOVEN postcode: 5612 AE website: www.tue.nl/en contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (EINDHOVEN)	participant	342˙715.00
10	TOMTOM GLOBAL CONTENT BV TOMTOM GLOBAL CONTENT BV Organization address address: LUCHTHAVENWEG 48 city: EINDHOVEN postcode: 5657 EB website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (EINDHOVEN)	participant	338˙750.00
11	INTEL DEUTSCHLAND GMBH INTEL DEUTSCHLAND GMBH Organization address address: AM CAMPEON 10-12 city: NEUBIBERG postcode: 85579 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (NEUBIBERG)	participant	312˙500.00
12	UNIVERSITY OF LIMERICK UNIVERSITY OF LIMERICK Organization address address: NATIONAL TECHNOLOGICAL PARK, PLASSEY city: LIMERICK postcode: - website: www.ul.ie contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IE (LIMERICK)	participant	273˙928.00
13	INTEMPORA INTEMPORA Organization address address: 19 RUE DIDEROT city: ISSY LES MOULINEAUX postcode: 92130 website: www.intempora.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (ISSY LES MOULINEAUX)	participant	226˙250.00
14	KARLSRUHER INSTITUT FUER TECHNOLOGIE KARLSRUHER INSTITUT FUER TECHNOLOGIE Organization address address: KAISERSTRASSE 12 city: KARLSRUHE postcode: 76131 website: www.kit.edu contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (KARLSRUHE)	participant	211˙250.00
15	AKIANI AKIANI Organization address address: 109 AVENUE ROUL city: TALENCE postcode: 33400 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (TALENCE)	participant	207˙500.00
16	TRANSGERO LIMITED TRANSGERO LIMITED Organization address address: NAOMH TREASA CULLINAGH NEWCASTLE WEST city: LIMERICK postcode: V42V384 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IE (LIMERICK)	participant	107˙865.00
17	XL INSURANCE COMPANY SE XL INSURANCE COMPANY SE Organization address address: 20 GRACECHURCH STREET city: LONDON postcode: EC3V 0BV website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (LONDON)	participant	43˙455.00
18	INSTITUT FRANCAIS DES SCIENCES ET TECHNOLOGIES DES TRANSPORTS, DE L'AMENAGEMENT ET DES RESEAUX INSTITUT FRANCAIS DES SCIENCES ET TECHNOLOGIES DES TRANSPORTS, DE L'AMENAGEMENT ET DES RESEAUX Organization address address: BOULEVARD ISAAC NEWTON 14 CITE DESCARTES 14-20 city: MARNE LA VALLEE CEDEX 2 postcode: 77447 website: www.ifsttar.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (MARNE LA VALLEE CEDEX 2)	participant	0.00
19	TASS INTERNATIONAL MOBILITY CENTER BV TASS INTERNATIONAL MOBILITY CENTER BV Organization address address: AUTOMOTIVE CAMPUS 10 city: HELMOND postcode: 5708 JZ website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (HELMOND)	participant	0.00
20	TOMTOM INTERNATIONAL BV TOMTOM INTERNATIONAL BV Organization address address: DE RUIJTERKADE 154 city: AMSTERDAM postcode: 1011 AC website: www.tomtom.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (AMSTERDAM)	participant	0.00

Map

Project objective

Road accidents continue to be a major public safety concern. Human error is the main cause of accidents. Intelligent driver systems that can monitor the driver’s state and behaviour show promise for our collective safety. VI-DAS will progress the design of next-gen 720° connected ADAS (scene analysis, driver status). Advances in sensors, data fusion, machine learning and user feedback provide the capability to better understand driver, vehicle and scene context, facilitating a significant step along the road towards truly semi-autonomous vehicles. On this path there is a need to design vehicle automation that can gracefully hand-over and back to the driver. VI-DAS advances in computer vision and machine learning will introduce non-invasive, vision-based sensing capabilities to vehicles and enable contextual driver behaviour modelling. The technologies will be based on inexpensive and ubiquitous sensors, primarily cameras. Predictions on outcomes in a scene will be created to determine the best reaction to feed to a personalised HMI component that proposes optimal behaviour for safety, efficiency and comfort. VI-DAS will employ a cloud platform to improve ADAS sensor and algorithm design and to store and analyse data at a large scale, thus enabling the exploitation of vehicle connectivity and cooperative systems. VI-DAS will address human error analysis by the study of real accidents in order to understand patterns and consequences as an input to the technologies. VI-DAS will also address legal, liability and emerging ethical aspects because with such technology comes new risks, and justifiable public concern. The insurance industry will be key in the adoption of next generation ADAS and Autonomous Vehicles and a stakeholder in reaching L3. VI-DAS is positioned ideally at the point in the automotive value chain where Europe is both dominant and in which value can be added. The project will contribute to reducing accidents, economic growth and continued innovation.

Deliverables

List of deliverables.
TESTFEST report and completion of standardisation	Documents, reports	2020-04-03 12:14:34
VI-DAS third workshop	Other	2020-04-03 12:14:11
VI-DAS second workshop	Other	2020-04-03 12:13:45
Report on scientific and industrial dissemination activities (final version)	Documents, reports	2020-04-03 12:13:17
OUTSIDE scene monitoring system, LDM generation (final version)	Documents, reports	2020-04-03 12:10:33
Legal responsibility and ethical considerations (final version)	Documents, reports	2020-04-03 12:11:28
Underwriting, legal and ethics protocols for future ADAS development (final version)	Documents, reports	2020-04-03 12:12:45
Detection, tracking and classification of static and dynamic objects (final version)	Documents, reports	2020-04-03 12:10:08
Product liability (final version)	Documents, reports	2020-04-03 12:10:59
Visual driver monitoring (final version)	Documents, reports	2020-04-03 12:09:42
Driver model and behaviour assessment (final version)	Documents, reports	2020-03-25 15:29:10
OUTSIDE scene monitoring system specification, design, and implementation (final version)	Documents, reports	2020-03-25 15:29:10
Personal and fleet auto liability (final version)	Documents, reports	2020-03-25 15:29:10
Standardisation plan (final version)	Documents, reports	2020-03-25 15:29:10
Dissemination plan (final version)	Documents, reports	2020-03-25 15:29:10
Report on scientific and industrial dissemination activities (second version)	Documents, reports	2020-03-25 15:29:10
Integration of scene context data: Technical specification (final version)	Documents, reports	2020-03-25 15:29:09
INSIDE monitoring specification, design and implementation (final version)	Documents, reports	2020-03-25 15:29:09
Use cases definition using Human-Centred Design methodology (final version)	Documents, reports	2020-03-25 15:29:09
OUTSIDE scene monitoring system specification, design, and implementation (second version)	Documents, reports	2020-03-25 15:29:09
Data legal requirements reference guide (final version)	Documents, reports	2020-03-25 15:29:10
Specifications of the network and cloud infrastructure (second version)	Documents, reports	2020-03-25 15:29:09
Standardisation plan (second version)	Documents, reports	2020-03-25 15:29:10
Report on scientific and industrial dissemination activities (first version)	Documents, reports	2020-03-25 15:29:09
Model for situation-specific risk prediction, estimation and behaviour planning (final version)	Documents, reports	2020-03-25 15:29:09
VI-DAS first workshop	Other	2020-03-25 15:29:10
INSIDE monitoring specification, design and implementation (initial version)	Documents, reports	2020-03-25 15:29:07
Integration of scene context data: Technical specification (initial version)	Documents, reports	2020-03-25 15:29:06
Requirements, specifications and reference architecture (second version)	Documents, reports	2020-03-25 15:29:07
Requirements, specifications and reference architecture (first version)	Documents, reports	2020-03-25 15:29:06
Dissemination plan (first version)	Documents, reports	2020-03-25 15:29:07
Driver model and behaviour assessment (first version)	Documents, reports	2020-03-25 15:29:06
Standardisation plan (first version)	Documents, reports	2020-03-25 15:29:07
Specifications of the network and cloud infrastructure (first version)	Documents, reports	2020-03-25 15:29:06
Detection, tracking and classification of static and dynamic objects (initial version)	Documents, reports	2020-03-25 15:29:06
Use cases definition using Human-Centred Design methodology (first version)	Documents, reports	2020-03-25 15:29:06
Legal responsibility and ethical considerations (initial version)	Documents, reports	2020-03-25 15:29:07
OUTSIDE scene monitoring system, LDM generation (initial version)	Documents, reports	2020-03-25 15:29:06
OUTSIDE scene monitoring system specification, design, and implementation (first version)	Documents, reports	2020-03-25 15:29:06
Product liability (initial version)	Documents, reports	2020-03-25 15:29:06
Model for situation-specific risk prediction, estimation and behaviour planning (first version)	Documents, reports	2020-03-25 15:29:06
Visual driver monitoring (first version)	Documents, reports	2020-03-25 15:29:06
Dissemination material	Websites, patent fillings, videos etc.	2020-03-25 15:29:07
Personal and fleet auto liability (initial version)	Documents, reports	2020-03-25 15:29:06
Data legal requirements reference guide (initial version)	Documents, reports	2020-03-25 15:29:07
IPR management guide	Documents, reports	2020-03-25 15:29:07
Underwriting, legal and ethics protocols for future ADAS development (initial version)	Documents, reports	2020-03-25 15:29:07
Use cases definition using Human-Centred Design methodology (second version)	Documents, reports	2020-03-25 15:29:09
Specifications of the network and cloud infrastructure (final version)	Documents, reports	2020-03-25 15:29:09
Final dissemination material	Websites, patent fillings, videos etc.	2020-03-25 15:29:09
Dissemination plan (second version)	Documents, reports	2020-03-25 15:29:09
Requirements, specifications and reference architecture (final version)	Documents, reports	2020-03-25 15:29:10
Model for situation-specific risk prediction, estimation and behaviour planning (second version)	Documents, reports	2020-03-25 15:29:09

Take a look to the deliverables list in detail: detailed list of VI-DAS deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2018	Florian Damerow, Yuda Li, Tim Puphal, Benedict Flade, Julian Eggert Intersection Warning System for Occlusion Risks Using Relational Local Dynamic Maps published pages: 47-59, ISSN: 1939-1390, DOI: 10.1109/mits.2018.2867525	IEEE Intelligent Transportation Systems Magazine 10/4	2020-03-25
2019	Siavash Shakeri Multi-sensor fusion localization framework: map-based vehicle localization published pages: , ISSN: , DOI:		2020-03-25
2019	Cian Ryan, Finbarr Murphy, Martin Mullins Semiautonomous Vehicle Risk Analysis: A Telematics-Based Anomaly Detection Approach published pages: 1125-1140, ISSN: 0272-4332, DOI: 10.1111/risa.13217	Risk Analysis 39/5	2020-03-25
2019	T. Puphal, M. Probst, M. Komuro, Y. Li, J. Eggert Comfortable Priority Handling with Predictive Velocity Optimization for Intersection Crossings published pages: , ISSN: , DOI:	Intelligent Transportation Systems Conference (ITSC)	2020-03-25
2016	VAN ELSLANDE, Pierre; BANET, AurÃ©lie IFSTTAR In-depth accident study (EDA) published pages: , ISSN: , DOI:	2016-01-23 1	2020-03-25
2019	Bellet, Thierry; Cunneen, Martin; Mullins, Martin; Murphy, Finbarr; PÃ¼tz, Fabian; Spickermann, Florian; Braendle, Claudia; Baumann, Martina Felicitas From semi to fully autonomous vehicles: New emerging risks and ethico-legal challenges for human-machine interactions published pages: 153â€“164, ISSN: 1369-8478, DOI:	Transportation Research Part F Transportation Research Part F,	2020-03-25
2019	Fabian PÃ¼tz, Finbarr Murphy, Martin Mullins, Lisa O\'Malley Connected automated vehicles and insurance: Analysing future market-structure from a business ecosystem perspective published pages: 101182, ISSN: 0160-791X, DOI: 10.1016/j.techsoc.2019.101182	Technology in Society 59	2020-03-25
2019	Fabian PÃ¼tz, Finbarr Murphy, Martin Mullins Driving to a future without accidents? Connected automated vehiclesâ€™ impact on accident frequency and motor insurance risk published pages: , ISSN: 2194-5403, DOI: 10.1007/s10669-019-09739-x	Environment Systems and Decisions	2020-03-25
2019	Martina F. Baumann, Claudia BrÃ¤ndle, Silke Zimmer-Merkle Dis/orientations on driverless driving and autonomous vehicles? published pages: 251-255, ISSN: 2380-0127, DOI: 10.1080/23800127.2019.1623566	Applied Mobilities 4/2	2020-03-25
2018	Fabian PÃœTZ, Finbarr MURPHY, Martin MULLINS, Karl MAIER, Raymond FRIEL, Torsten ROHLFS Reasonable, Adequate and Efficient Allocation of Liability Costs for Automated Vehicles: A Case Study of the German Liability and Insurance Framework published pages: 548-563, ISSN: 1867-299X, DOI: 10.1017/err.2018.35	European Journal of Risk Regulation 9/3	2020-03-25
2019	Martin Cunneen, Martin Mullins, Finbarr Murphy Autonomous Vehicles and Embedded Artificial Intelligence: The Challenges of Framing Machine Driving Decisions published pages: 706-731, ISSN: 0883-9514, DOI: 10.1080/08839514.2019.1600301	Applied Artificial Intelligence 33/8	2020-03-25
2018	Jon Goenetxea, Luis Unzueta, Unai Elordi, Juan Diego Ortega, Oihana Otaegui Efficient monocular point-of-gaze estimation on multiple screens and 3D face tracking for driver behaviour analysis published pages: , ISSN: , DOI:	DDI2018 Proceedings	2020-03-25
2019	Kose, Neslihan; Kopuklu, Okan; Unnervik, Alexander; Rigoll, Gerhard Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach published pages: , ISSN: , DOI:	IEEE Intelligent Transportation Systems Conference (ITSC 2019)	2020-03-25
2017	J. Eggert, D. Aguirre Salazar, T. Puphal and B. Flade Relational Local Dynamic Maps for Driving Situation Analysis published pages: , ISSN: , DOI:	International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero)	2020-03-25
2019	Finbarr Murphy, Martin Mullins Editorial for the special issue â€“ Liability and insurance for semi-autonomous vehicles published pages: 505-506, ISSN: 0965-8564, DOI: 10.1016/j.tra.2018.07.014	Transportation Research Part A: Policy and Practice 124	2020-03-25
2018	Martin Cunneen, Martin Mullins, Finbarr Murphy, SeÃ¡n Gaines Artificial Driving Intelligence and Moral Agency: Examining the Decision Ontology of Unavoidable Road Traffic Accidents through the Prism of the Trolley Dilemma published pages: 267-293, ISSN: 0883-9514, DOI: 10.1080/08839514.2018.1560124	Applied Artificial Intelligence 33/3	2020-03-25
2018	Martin Cunneen, Martin Mullins Artificial Intelligence Technologies and Decision Disorientation: Why Ontology Matters for Anticipating the Societal, Ethical and Legal Impacts of Artificial Intelligence Products published pages: , ISSN: , DOI:	S.NET 2018	2020-03-25
2019	Willem P. Sanberg, Gijs Dubbelman, Peter H.N. de With From stixels to asteroids: Towards a collision warning system using stereo vision published pages: 34-1-34-7, ISSN: 2470-1173, DOI: 10.2352/issn.2470-1173.2019.15.avm-034	Electronic Imaging 2019/15	2020-03-25
2019	Barry Sheehan, Finbarr Murphy, Martin Mullins, Cian Ryan Connected and autonomous vehicles: A cyber-risk classification framework published pages: 523-536, ISSN: 0965-8564, DOI: 10.1016/j.tra.2018.06.033	Transportation Research Part A: Policy and Practice 124	2020-03-25
2018	Julian Eggert, Tim Puphal Continuous Risk Measures for Driving Support published pages: Pages 130-137, ISSN: 2185-0992, DOI: 10.20485/jsaeijae.9.3_130	International Journal of Automotive Engineering Volume 9 Issue 3	2020-03-25
2019	W.P. Sanberg, G. Dubbelman, P.H.N. de With ASTEROIDS: a stixel tracking extrapolation-based relevant obstacle impact detection system published pages: , ISSN: 2379-8904, DOI:	IEEE Transactions in Intelligent Vehicles (T-IV)	2020-03-25
2019	Martin Cunneen, Martin Mullins, Finbarr Murphy, Darren Shannon, Irini Furxhi, Cian Ryan Autonomous Vehicles and Avoiding the Trolley (Dilemma): Vehicle Perception, Classification, and the Challenges of Framing Decision Ethics published pages: 1-22, ISSN: 0196-9722, DOI: 10.1080/01969722.2019.1660541	Cybernetics and Systems	2020-03-25
2019	Tim Puphal, Malte Probst, Julian Eggert Probabilistic Uncertainty-Aware Risk Spot Detector for Naturalistic Driving published pages: 406-415, ISSN: 2379-8904, DOI: 10.1109/tiv.2019.2919465	IEEE Transactions on Intelligent Vehicles 4/3	2020-03-25
2017	Cian Ryan Risk Assessment of Semi-Autonomous vehicles Using Vehicle Behaviour Analysis: A Paradigm Shift in Motor Insurance published pages: , ISSN: , DOI:	26th SRA-E conference	2020-03-25
2016	VAN ELSLANDE; BANET IFSTTAR In-depth accident study (EDA) published pages: , ISSN: , DOI:		2020-03-25
2017	J. Eggert, D. Aguirre Salazar, T. Puphal and B. Flade Relational Local Dynamic Maps for Driving Situation Analysis published pages: , ISSN: , DOI:	Proc. 4th Int. Symp. FAST-zero, 2017	2020-03-25
2017	Julian Eggert, Daniela Aguirre Salazar, Tim Puphal and Benedict Flade Driving Situation Analysis with Relational Local Dynamic Maps (R-LDM) published pages: , ISSN: , DOI:	International Symposium on Future Active Safety Technology (FAST-zero)	2020-03-25
2017	Barry Sheehan, Finbarr Murphy, Cian Ryan, Martin Mullins, Hai Yue Liu Semi-autonomous vehicle motor insurance: A Bayesian Network risk transfer approach published pages: 124-137, ISSN: 0968-090X, DOI: 10.1016/j.trc.2017.06.015	Transportation Research Part C: Emerging Technologies 82	2020-03-25
2018	Martina F. Baumann, Claudia BrÃ¤ndle, Christopher Coenen, Silke Zimmer-Merkle Taking responsibility: A responsible research and innovation (RRI) perspective on insurance issues of semi-autonomous driving published pages: , ISSN: 0965-8564, DOI: 10.1016/j.tra.2018.05.004	Transportation Research Part A: Policy and Practice	2020-03-25
2017	Julian Eggert and Tim Puphal Continuous Risk Measures for ADAS and AD published pages: , ISSN: , DOI:	IEEE International Conference on Vehicular Electronics and Safety (ICVES)	2020-03-25
2017	Julian Eggert and Tim Puphal Continuous Risk Measures for ADAS and AD published pages: , ISSN: , DOI:	International Symposium on Future Active Safety Technology (FAST-zero)	2020-03-25
2018	Darren Shannon, Finbarr Murphy, Martin Mullins, Julian Eggert Applying crash data to injury claims - an investigation of determinant factors in severe motor vehicle accidents published pages: 244-256, ISSN: 0001-4575, DOI: 10.1016/j.aap.2018.01.037	Accident Analysis & Prevention 113	2020-03-25
2018	Martin Mullins, et all. The Impact of Autonomous Vehicle Technologies on Product Recall Riskâ€™ published pages: , ISSN: 0020-7543, DOI:	Intl. Journal of Production Research	2020-03-25

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