Adaptive ADAS to support incapacitated drivers Mitigate Effectively risks through tailor made HMI under automation

Deliverables

Documents, reports (17)

Project Final report

It includes the description of the key achievements and outcomes of the project.

Use Case test results consolidation

It includes the results of the evaluation per use case identified in WP1.

ADAS&ME Ethics Manual

It includes the Ethics Manual that will be followed for the project evaluation activities.

Dissemination and international cooperation plan

It includes the dissemination and external/ international cooperation plans that will be updated yearly as necessary

Dissemination and international cooperation plan - Annual update 2

This is the 2nd yearly update of the dissemination and international cooperation plan.

Data management plan - Update

Update of D10.2 Data management plan

Evaluation framework

It includes the framework for the evaluation activities of the project. Update M24

Report on project dissemination and international collaboration activites - Update 1

The first update of D9.2 Report on project dissemination and international collaboration activites.

ADAS&ME Quality Assurance Plan

It includes the plan for the internal quality assessment of project outcomes (mainly for project deliverables) supervised by the Quality Control Board described in Section 3.2.1 of Part B Section 1-3.

Evaluation framework - Final

The final update of D7.1 Evaluation Framework

Business and exploitation plans

It includes the business cases and the plan for the exploitation of project products.

Report on project dissemination and international collaboration activites - 2nd update

The 2nd update of D9.2 Report on project dissemination and international collaboration activites.

Impact Assessment

It includes the impact assessment study of the project in relation to key and secondary impacts.

Data management plan

It includes the planning of the data management activities for the pool of data that will be collected within the project.

Report on project dissemination and international cooperation activities

It includes the dissemination and external/ international cooperation activities that will be performed in the project and updated at a yearly basis.

Driver/ Rider models, Use Cases and implementation scenarios

Includes the results of the driver/rider state models of A1.3, as well as the procedure for the identification, prioritisation and selection of the project Use cases including the stakeholders input (A1.2, A1.4)

SoA and Benchmarking

Perform a thorough state-of-the-art analysis for the technologies addressed in ADAS&ME and a benchmark the key findings.

Publications

Conference proceedings (23)

Emotion Recognition from Disturbed Speech – Towards Affective Computing in Real-World In-Car Environments

Author(s): Alicia Lotz, Fabian Faller, Ingo Siegert, Andreas Wendemuth
Published in: Elektronische Sprachsignalverarbeitung 2018: Tagungsband der 29. Konferenz, Issue 90, 2018, Page(s) 208 - 215

Combining Multiple Views for Visual Speech

Author(s): Zimmermann M., Mehdipour Ghazi M., Eekenel H.K. and Thiran J.P.
Published in: 14th International Conference on Audithory Visual Speech Processing (AVSP2017), 2017, ISSN 2308-975x

Driver state monitoring in automation; developing adaptive ADAS to support safe transitions under automation, Proceedings of the 8th International Conference on Applied Human Factors and Ergonomics

Author(s): Nikolaou, S., Bekiaris E. and Anund A
Published in: Proceedings of the 8th International Conference on Applied Human Factors and Ergonomics, 2017

Collecting end-users needs regarding driver state-based automation in the ADAS&ME project. Proceedings of 7th Transport Research Arena TRA 2018

Author(s): Dukic-Willstrand T., Anund A., Pereira Cocron M., Griesche S., Strand N., Troberg S., Zanovello L. and Nikolaou S.
Published in: Proceedings of 7th Transport Research Arena TRA 2018, 2018

Stress and sleepiness in city bus drivers - an explorative study on real roads within the ADAS&ME project.

Author(s): Anund A., Ahlström C and Hakansson Kjellman E.
Published in: 6th International Conference on Driver Distraction and Inattention, 2018

Recognizing Behavioral Factors while Driving: A Real-World Multimodal Corpus to Monitor the Driver's Affective State. 11th Language Resources and Evaluation Conference.

Author(s): Lotz A., Ihme K., Wendemuth A., Charnoz A., Maroudis P and Dmitriev I.
Published in: 11th Language Resources and Evaluation Conference, 2018

A flexible automotive systems architecture for next generation ADAS

Author(s): Johannes Hiltscher, Phanindra Akulaa, Robin Streiter, Gerd Wanielik
Published in: Proceedings of 7th Transport Research Arena TRA 2018, 2018

Assistance and Mitigation Strategies in Case of Impaired Motorcycle Riders: The ADAS&ME Case Study. In: Dubbert J., Müller B., Meyer G. (eds) Advanced Microsystems for Automotive Applications.

Author(s): Zanovello L., Nikolaou S., Symeonidis I., Manuzzi M.
Published in: International Forum on Advanced Microsystems for Automotive Applications (AMAA 2018), 2019

Experiments for the development of a rider condition monitoring system

Author(s): Symeonidis I., Nikolaou S., Touliou K., Gaitatzi O., Chrysochoou E., Bekiaris E., Xochelli A., Manuzzi M., Guseo T., Zanovello L.and Georgoulas G
Published in: Proceedings of the 12th International Motorcycle Conference 2018, 2018

Heteregeneous Track-to-track Fusion using equivalent measurement and unscented transform

Author(s): Allig C., Wanielik G.
Published in: 21st International Conference on Information Fusion (FUSION), 2018

Adaptation Layer Based Hybrid Communication Architecture: Practical Approach in ADAS&ME

Author(s): Mittal P., Bourne E., and Leinmueller T.
Published in: 22nd International Forum on Advanced Microsystems for Automotive Applications (AMAA 2018), 2018

Driver drowsiness detection: a comparison between intrusive and non-intrusive signal acquisition methods

Author(s): Oliviera L., Cardoso J. S., Lourenco A. R., Ahlström C.
Published in: 7th European Workshop on Visual Information Processing, 2018

Learn to synthesize and syntesize to learn

Author(s): Bozorgtabar B., Saeed Rad M., Kemal Ekenel H., Thiran J.P.
Published in: Elsevier journal of Computer Vision and Image Understanding (CVIU), 2019

Is it possible to adjust the driving and resting times when operating highly autonomous trucks?

Author(s): Axelson M., Ahlström C., Krupenia S., Anund A., Leeuwen W., Kecklund G.
Published in: 24th Congress of the European Sleep Research Society, 2018

Persson A., Jonasson H., Fredriksson I., Wiklund U. and Ahlström, C

Author(s): Heart Rate Variability for Driver Sleepiness Classification in Real Road Driving Conditions
Published in: 41st Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2019), 2019

Cooperative Perception and Generation of Synthetic Data by Extending Artery

Author(s): Allig C. and Wanielik G
Published in: Kleinheubacher Tagung 2018, 2018

ADAS&ME System Architecture: The automotive systems architecture for next-generation ADAS

Author(s): Phanindra Akula S.V.N., Krupenia S., Nikolaou S., Bekiaris A. and Wanielik G.
Published in: ITS World Congress, 2018

A Framework for Personalised HMI interaction in ADAS systems

Author(s): Lilis Y., Zidianakis E., Partarakis N., Ntoa S. and Stephanidis C
Published in: 5th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2019), 2019

An Experimental Paradigm for Inducing Emotions in a Real World Driving Scenario: Evidence from Self-Report, Annotation of Speech Data and Peripheral Physiology

Author(s): Lotz A., Wilbrink M., Siegert I., Jipp M., Wendemuth A. and Ihme K.
Published in: 7th Interdisziplinären Workshop – Kognitive Systeme: Mensch, Teams, Systeme und Automation, 2018

Alignment of Perception Information for Cooperative Perception

Author(s): Allig C. and Wanielik G.
Published in: 30th IEEE Intelligent Vehicles Symposium (IV 2019), 2019

Dynamic Dissemination Method for Collective Perception

Author(s): Allig C. and Wanielik G.
Published in: IEEE Intelligent Transportation Systems Conference (ITSC 2019), 2019

The importance of subject-dependent classification and imbalanced class distributions in driver sleepiness detection in realistic conditions

Author(s): Silviera C. S., Cardoso J. S., Lourenco A. R., Ahlström C
Published in: IET Intelligent Transport Systems, 2018

An HMI Framework for Driver/Rider States Adaptive Transitions and ADAS

Author(s): Knauss A., Diederichs F., Wilbrink M., Lilis Y., Chrysochoou E., Anund A., Bekiaris A., Nikolaou S., Finer S., Zanovello L., Maroudis P., Krupenia S., Abser A., Dimokas N., Apoy C., Karlsson J., Larsson A., Zidianakis E., Efa A., Widlroither H., Teichmann D., Sanatnama H. and Wendemuth A.
Published in: ITS World Congress, 2018

Book chapters (1)

Personalizing HMI Elements in ADAS Using Ontology Meta-Models and Rule Based Reasoning

Author(s): Yannis Lilis, Emmanouil Zidianakis, Nikolaos Partarakis, Margherita Antona, Constantine Stephanidis
Published in: Universal Access in Human–Computer Interaction. Design and Development Approaches and Methods, Issue Vol 10277, 2017, Page(s) 383-401
DOI: 10.1007/978-3-319-58706-6_31

Peer reviewed articles (2)

Influence of Adaptive Human–Machine Interface on Electric-Vehicle Range-Anxiety Mitigation

Author(s): Musabini A., Nguyen K., Rouyer R., Lilis Y.
Published in: MDPI MTI Journal, 2020, ISSN 2414-4088

Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions

Author(s): Anna Persson, Hanna Jonasson, Ingemar Fredriksson, Urban Wiklund, Christer Ahlstrom
Published in: IEEE Transactions on Intelligent Transportation Systems, 2020, Page(s) 1-10, ISSN 1524-9050
DOI: 10.1109/tits.2020.2981941

Monographic books (1)

Machine Learning-Assisted Affect Labelling of Speech Data

Author(s): Requardt A., Egorow O., Wendemuth
Published in: 31st edition of the (International) Conference on Electronic Processing of Speech Signals (Elektronische > Sprachsignalverarbeitung), 2020