Video analysis for Investigation of Criminal and TerrORIst Activities

Deliverables

Other (4)

VICTORIA Interface control document

Internal and external interfaces of VICTORIA: data objects, different type of interfaces calls, configuration files, etc. Description of how analytics modules can be added into VICTORIA

The VAFI community and marketplace

Platform hosting the VAFI community with marketplace functions as described in section 2.

Standardisation actions

Report about the standardisation actions carried out in the project the results.

VICTORIA analytics contests and conference

Report about the VICTORIA public dissemination events organised in the last project year.

Documents, reports (5)

Training process and evaluation performance

This document will provide the report on training activities organized for the preparation of the VICTORIA prototype V1 (M22) and V2 (M28) evaluations. These training activities will be performed in the two different workshops stated in T8.4. The training evaluation results of both workshops will be also described in this deliverable.

Training curricula development and scheduling

Using a skill-based structure, the document will produce training curricula adapted to the end-users' needs in order to meet their training requirements

Training methodologies and evaluation criteria definition

In this deliverable will be produced the VICTORIA training methodologies for going beyond the current end users training programs and cover the end users’ training needs and targets.

VICTORIA Dissemination plan

Document describing the strategy and operational plan to raise awareness about the VICTORIA project.

Training contents and tools selection

This document will describe the produced training contents for the LEA members including contents on legal procedures, privacy and ethical principles. In addition, the selection of the developed tools for performing the training will be also shown.

Publications

Book chapters (3)

Image Image in the Database… Tell Me Tell Me Who Is That Face

Author(s): Els Kindt
Published in: Rethinking IT and IP Law: Celebrating 30 Years CiTiP, 2019
Publisher: KU Leuven - Centre for IT & IP Law (CiTiP)
DOI: 10.13140/rg.2.2.22485.17124

Criminal Profiling and Non-Discrimination: On Firm Grounds for the Digital Era?

Author(s): Laurens Naudts
Published in: Security and Law - Legal and Ethical Aspects of Public Security, Cyber Security and Critical Infrastructure Security, 2019, Page(s) 63-96, ISBN 9781780688909
Publisher: Intersentia
DOI: 10.1017/9781780688909.004

How Machine Learning Generates Unfair Inequalities and How Data Protection Instruments May Help in Mitigating Them

Author(s): Laurens Naudts
Published in: Data Protection and Privacy: The Internet of Bodies, 2018, Page(s) 304
Publisher: Hart Publishing

Conference proceedings (15)

Generic Object Detection and Tracking for Accelerating Video Analysis within VICTORIA

Author(s): David Schreiber, Martin Boyer, Peter Gemeiner, Andreas Opitz
Published in: 2019 International Conference on Speech Technology and Human-Computer Dialogue (SpeD), 2019, Page(s) 1-6, ISBN 978-1-7281-0984-8
Publisher: IEEE
DOI: 10.1109/sped.2019.8906552

Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks

Author(s): Alexander Schindler, Martin Boyer, Andrew Lindley, David Schreiber, Thomas Philipp
Published in: MultiMedia Modeling - 25th International Conference, MMM 2019, Thessaloniki, Greece, January 8–11, 2019, Proceedings, Part II, 11296, 2019, Page(s) 106-119, ISBN 978-3-030-05715-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-05716-9_9

Multi-Task Music Representation Learning from Multi-Label Embeddings

Author(s): Alexander Schindler, Peter Knees
Published in: 2019 International Conference on Content-Based Multimedia Indexing (CBMI), 2019, Page(s) 1-6, ISBN 978-1-7281-4673-7
Publisher: IEEE
DOI: 10.1109/cbmi.2019.8877462

Multi-modal video forensic platform for investigating post-terrorist attack scenarios

Author(s): Alexander Schindler, Andrew Lindley, Anahid Jalali, Martin Boyer, Sergiu Gordea, Ross King
Published in: Proceedings of the 11th ACM Multimedia Systems Conference, 2020, Page(s) 365-368, ISBN 9781450368452
Publisher: ACM
DOI: 10.1145/3339825.3393585

Audiovisual Annotation Procedure for Multi-view Field Recordings

Author(s): Patrice Guyot, Thierry Malon, Geoffrey Roman-Jimenez, Sylvie Chambon, Vincent Charvillat, Alain Crouzil, André Péninou, Julien Pinquier, Florence Sèdes, Christine Sénac
Published in: MultiMedia Modeling - 25th International Conference, MMM 2019, Thessaloniki, Greece, January 8–11, 2019, Proceedings, Part I, 11295, 2019, Page(s) 399-410, ISBN 978-3-030-05709-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-05710-7_33

Computer vision meets visual analytics: enabling 4D crime scene investigation from image and video data

Author(s): T. Pollok, M. Kraus, Chengchao Qu, M. Miller, T. Moritz, T. Kilian, D. Keim, W. Jentner
Published in: 9th International Conference on Imaging for Crime Detection and Prevention (ICDP-2019), 2019, Page(s) 8 (44-49), ISBN 978-1-83953-109-5
Publisher: Institution of Engineering and Technology
DOI: 10.1049/cp.2019.1166

Merge-SfM: Merging Partial Reconstructions

Author(s): Fang, Meiling; Pollok, Thomas; Qu, Chengchao
Published in: Fraunhofer IOSB, 6, 2019
Publisher: BMVC

Generic Object and Motion Analytics for Accelerating Video Analysis within VICTORIA

Author(s): D. Schreiber, M. Boyer, E. Broneder, A. Opitz, S. Veigl
Published in: 2018 European Intelligence and Security Informatics Conference, 24-25 October 2018, 2018, Page(s) Page 86
Publisher: IEEE
DOI: 10.1109/EISIC.2018.00024

Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks

Author(s): A. Schindler, M. Boyer, A. Lindley, D. Schreiber, T. Philpp
Published in: 2019 25th International Conference on MultiMedia Modeling, -, 2019, Page(s) -
Publisher: -

Visual Analytics for Semi-Automatic 4D Crime Scene Reconstruction

Author(s): N. Weiler, M. Kraus, T. Kilian, W. Jentner and D. A. Keim
Published in: 4th International Symposium on Big Data Visual and Immersive Analytics, 2018
Publisher: -

Towards Accountability: The Formalization and Articulation of Fairness in Machine Learning

Author(s): Laurens Naudts
Published in: IFIP Summer School 2018, 13th edition, 2018
Publisher: _

The Articulation of Fair Machine Learning: Luck Equality and Group Differentiation

Author(s): Laurens Naudts
Published in: Amsterdam Privacy Conference, 3rd edition, 2018, Page(s) 1-9 pages
Publisher: -

Fair or Unfair Algorithmic Differentiation? Luck Egalitarianism as a lens for evaluating algorithmic decision-making

Author(s): Laurens Naudts
Published in: Data for Policy 2017, 3rd edition, 2017, Page(s) 1-6
Publisher: -

Breaking the Curse of Visual Data Exploration: Improving Analyses by Building Bridges between Data World and Real World

Author(s): Matthias Kraus, Niklas Weiler, Thorsten Breitkreutz, Daniel Keim, Manuel Stein
Published in: Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019, Page(s) 19-27, ISBN 978-989-758-354-4
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0007257400190027

Unsupervised cross-modal audio representation learning from unstructured multilingual text

Author(s): Alexander Schindler, Sergiu Gordea, Peter Knees
Published in: Proceedings of the 35th Annual ACM Symposium on Applied Computing, 2020, Page(s) 706-713, ISBN 9781450368667
Publisher: ACM
DOI: 10.1145/3341105.3374114

Peer reviewed articles (3)

A Novel Low Processing Time System for Criminal Activities Detection Applied to Command and Control Citizen Security Centers

Author(s): Julio Suarez-Paez, Mayra Salcedo-Gonzalez, Alfonso Climente, Manuel Esteve, Jon Ander Gómez, Carlos Enrique Palau, Israel Pérez-Llopis
Published in: Information, 10/12, 2019, Page(s) 365, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info10120365

Toward Mass Video Data Analysis: Interactive and Immersive 4D Scene Reconstruction

Author(s): Matthias Kraus, Thomas Pollok, Matthias Miller, Timon Kilian, Tobias Moritz, Daniel Schweitzer, Jürgen Beyerer, Daniel Keim, Chengchao Qu, Wolfgang Jentner
Published in: Sensors, 20/18, 2020, Page(s) 5426, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20185426

Having yes, using no? About the new legal regime for biometric data

Author(s): E.J. Kindt
Published in: Computer Law & Security Review, 34/3, 2018, Page(s) 523-538, ISSN 0267-3649
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.clsr.2017.11.004