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In Video Veritas – Verification of Social Media Video Content for the News Industry

Deliverables

Overview of UGC Copyright Management industry practices

This deliverable summarises the work done in Task 3.1 and presents an overview of the common practices in the media industry related with the use and licensing of User Generated Content.

Technology Roadmap

This deliverable reports on the system architecture defined in T5.1, including data exchange definitions, requirements, distributed computing strategy, validation measures, and API specifications to enable communication with third-party applications involved in the use cases.

Quality and knowledge management plan

This deliverable will document the quality and knowledge management plan of the project, and will introduce the procedures and materials (e.g., deliverable quality assessment checklist) that are necessary for realizing this plan throughout the project’s life.

Data management plan

This deliverable will document the data management plan of the project, in accordance with H2020 data management requirements.

Activities and outcome of the Pilots, second report

This will extend the pilot testing results of D.7.1 by covering the pilot testing carried our as part of development cycles 4 to 6 (which run from M19 to M27).

Activities and outcome of the Pilots, first report

Using a variety of methods (ranging from questionnaires to group sessions – details above in task descriptions), this deliverable will report insights gained and user feedback on performance, usability, fit-for-purpose and functionalities of InVID components and the complete InVID applications/systems. This includes the outlining of positive features as well as shortcomings. D7.1 will cover the pilot preparation (from the beginning of WP7 in M7) and the pilot testing carried our as part of development cycles 1 to 3 (which run from M10 to M18; see Gantt chart for the exact timing of each development cycle).

InVID initial industrial requirements

This deliverable describes the industrial requirements for the InVID applications, as identified at the beginning of the project. These are to be continuously updated, and updated versions of them will be reported in D6.2, D6.3 and D6.4.

Activities and outcome of the Pilots, final report

This is the final report on the pilot testing results, covering the pilot testing carried our as part of the last three development cycles of the project (cycles 7 to 9, which run from M28 to M36), and summarizing the results of pilot testing throughout the project’s lifetime.

Updated Data, quality and knowledge management plan

This deliverable will document the updated data, quality and knowledge management plans, based on experience gained during the first 21 months of the project.

Project website and promotional material

This deliverable comprises the design and setup of the project website, and the creation of the project’s promotional materials (Project Presentation, Communication Kit), which will be made publicly available via the website and will also be used as part of other dissemination activities.

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Publications

Concept Language Models and Event-based Concept Number Selection for Zero-example Event Detection

Author(s): Damianos Galanopoulos, Foteini Markatopoulou, Vasileios Mezaris, Ioannis Patras
Published in: Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval - ICMR '17, 2017, Page(s) 397-401
DOI: 10.1145/3078971.3079043

Video Retrieval for Multimedia Verification of Breaking News on Social Networks

Author(s): Lyndon J.B. Nixon, Shu Zhu, Fabian Fischer, Walter Rafelsberger, Max Göbel, Arno Scharl
Published in: Proceedings of the First International Workshop on Multimedia Verification - MuVer '17, 2017, Page(s) 13-21
DOI: 10.1145/3132384.3132386

VideoAnalysis4ALL - An On-line Tool for the Automatic Fragmentation and Concept-based Annotation, and the Interactive Exploration of Videos

Author(s): Chrysa Collyda, Evlampios Apostolidis, Alexandros Pournaras, Foteini Markatopoulou, Vasileios Mezaris, Ioannis Patras
Published in: Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval - ICMR '17, 2017, Page(s) 470-474
DOI: 10.1145/3078971.3079015

MuVer'17 - First International Workshop on Multimedia Verification

Author(s): Vasileios Mezaris, Lyndon Nixon, Symeon Papadopoulos, Jochen Spangenberg
Published in: Proceedings of the 2017 ACM on Multimedia Conference - MM '17, 2017, Page(s) 1983-1984
DOI: 10.1145/3123266.3132058

Learning to Detect Misleading Content on Twitter

Author(s): Christina Boididou, Symeon Papadopoulos, Lazaros Apostolidis, Yiannis Kompatsiaris
Published in: Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval - ICMR '17, 2017, Page(s) 278-286
DOI: 10.1145/3078971.3078979

The InVID Plug-in - Web Video Verification on the Browser

Author(s): Denis Teyssou, Jean-Michel Leung, Evlampios Apostolidis, Konstantinos Apostolidis, Symeon Papadopoulos, Markos Zampoglou, Olga Papadopoulou, Vasileios Mezaris
Published in: Proceedings of the First International Workshop on Multimedia Verification - MuVer '17, 2017, Page(s) 23-30
DOI: 10.1145/3132384.3132387

Query and Keyframe Representations for Ad-hoc Video Search

Author(s): Foteini Markatopoulou, Damianos Galanopoulos, Vasileios Mezaris, Ioannis Patras
Published in: Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval - ICMR '17, 2017, Page(s) 407-411
DOI: 10.1145/3078971.3079041

Web Video Verification using Contextual Cues

Author(s): Olga Papadopoulou, Markos Zampoglou, Symeon Papadopoulos, Yiannis Kompatsiaris
Published in: Proceedings of the 2nd International Workshop on Multimedia Forensics and Security - MFSec '17, 2017, Page(s) 6-10
DOI: 10.1145/3078897.3080535

AKSDA-MSVM - A GPU-accelerated Multiclass Learning Framework for Multimedia

Author(s): Stavros Arestis-Chartampilas, Nikolaos Gkalelis, Vasileios Mezaris
Published in: Proceedings of the 2016 ACM on Multimedia Conference - MM '16, 2016, Page(s) 461-465
DOI: 10.1145/2964284.2967263

Character-based Neural Embeddings for Tweet Clustering

Author(s): Lyndon Nixon, Svitlana Vakulenko, Mihai Lupu
Published in: SocialNLP workshop at European Chapter of the Association for Computational Linguistics (EACL) 2017, 2017
DOI: 10.5281/zenodo.582565

ITI-CERTH participation in TRECVID 2016

Author(s): Foteini Markatopoulou; Anastasia Moumtzidou; Damianos Galanopoulos; Theodoros Mironidis; Vagia Kaltsa; Anastasia Ioannidou; Spyridon Symeonidis; Konstantinos Avgerinakis; Stelios Andreadis; Ilias Gialampoukidis; Stefanos Vrochidis; Alexia Briassouli; Vasileios Mezaris; Ioannis Kompatsiaris; Ioannis Patras
Published in: Proceedings of the TRECVID 2016 Workshop, 2016
DOI: 10.5281/zenodo.200498

VERGE IN VBS 2018

Author(s): Anastasia Moumtzidou, Stelios Andreadis, Foteini Markatopoulou, Damianos Galanopoulos, Ilias Gialampoukidis, Stefanos Vrochidis, Vasileios Mezaris, Ioannis Kompatsiaris, Ioannis Patras
Published in: Proceedings of the 24th International Conference on Multimedia Modeling, 2018, Page(s) 444-450
DOI: 10.1007/978-3-319-73600-6_48

ITI-CERTH participation in TRECVID 2017

Author(s): Foteini Markatopoulou, Anastasia Moumtzidou, Damianos Galanopoulos, Konstantinos Avgerinakis, Stelios Andreadis, Ilias Gialampoukidis, Stavros Tachos, Stefanos Vrochidis, Vasileios Mezaris, Ioannis Kompatsiaris, Ioannis Patras
Published in: Proceedings of the TRECVID 2017 Workshop, 2017
DOI: 10.5281/zenodo.1183440

StoryLens - A Multiple Views Corpus for Location and Event Detection

Author(s): Adrian M.P. Braşoveanu, Lyndon J.B. Nixon, Albert Weichselbraun
Published in: Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics - WIMS '18, 2018, Page(s) 1-4
DOI: 10.1145/3227609.3227674

Mining and Leveraging Background Knowledge for Improving Named Entity Linking

Author(s): Albert Weichselbraun, Philipp Kuntschik, Adrian M.P. Braşoveanu
Published in: Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics - WIMS '18, 2018, Page(s) 1-11
DOI: 10.1145/3227609.3227670

Framing Named Entity Linking Error Types

Author(s): Adrian Brasoveanu, Giuseppe Rizzo, Philipp Kuntschick, Albert Weichselbraun, Lyndon J.B. Nixon
Published in: Proc. 11th Edition of the Language Resources and Evaluation Conference (LREC 2018), 2018
DOI: 10.5281/zenodo.2543382

Near-Duplicate Video Retrieval with Deep Metric Learning

Author(s): Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Ioannis Patras, Yiannis Kompatsiaris
Published in: 2017 IEEE International Conference on Computer Vision Workshops (ICCVW), 2017, Page(s) 347-356
DOI: 10.1109/ICCVW.2017.49

A Web-Based Service for Disturbing Image Detection

Author(s): Jochen, Spangenberg; Papadopoulos, Symeon; Zampoglou, Markos; Kompatsiaris, Yiannis
Published in: Proceedings of the 23rd International Conference on MultiMedia Modeling (MMM’17), 2017, Page(s) 438-441
DOI: 10.1007/978-3-319-51814-5_37

VERGE IN VBS 2017

Author(s): Mironidis, Theodoros; Kompatsiaris, Ioannis; Vrochidis, Stefanos; Andreadis, Stelios; Ioannidou, Anastasia; Gialampoukidis, Ilias; Moumtzidou, Anastasia; Galanopoulos, Damianos; Mezaris, Vasileios; Markatopoulou, Fotini; Patras, Ioannis
Published in: Proceedings of the 23rd International Conference on MultiMedia Modeling (MMM’17), 2017, Page(s) 486-492
DOI: 10.1007/978-3-319-51814-5_46

Deep Multi-task Learning with Label Correlation Constraint for Video Concept Detection

Author(s): Patras, Ioannis; Mezaris, Vasileios; Markatopoulou, Foteini
Published in: Proceedings of the 2016 ACM on Multimedia Conference - MM '16, 2016, Page(s) 501-505
DOI: 10.1145/2964284.2967271

Online multi-task learning for semantic concept detection in video

Author(s): Foteini Markatopoulou, Vasileios Mezaris, Ioannis Patras
Published in: 2016 IEEE International Conference on Image Processing (ICIP), 2016, Page(s) 186-190
DOI: 10.1109/ICIP.2016.7532344

Video aesthetic quality assessment using kernel Support Vector Machine with isotropic Gaussian sample uncertainty (KSVM-IGSU)

Author(s): Christos Tzelepis, Eftichia Mavridaki, Vasileios Mezaris, Ioannis Patras
Published in: 2016 IEEE International Conference on Image Processing (ICIP), 2016, Page(s) 2410-2414
DOI: 10.1109/ICIP.2016.7532791

Near-Duplicate Video Retrieval by Aggregating Intermediate CNN Layers

Author(s): Patras, Ioannis; Kordopatis-Zilos, Giorgos; Kompatsiaris, Yiannis; Papadopoulos, Symeon
Published in: Proceedings of the 23rd International Conference on MultiMedia Modeling (MMM’17), 2017, Page(s) 251-263
DOI: 10.1007/978-3-319-51811-4_21

Comparison of Fine-tuning and Extension Strategies for Deep Convolutional Neural Networks

Author(s): Markatopoulou, Foteini; Pittaras, Nikiforos; Mezaris, Vasileios; Patras, Ioannis
Published in: Proceedings of the 23rd International Conference on MultiMedia Modeling (MMM’17), 2017, Page(s) 102-114
DOI: 10.1007/978-3-319-51811-4_9

Detection and visualization of misleading content on Twitter

Author(s): Christina Boididou, Symeon Papadopoulos, Markos Zampoglou, Lazaros Apostolidis, Olga Papadopoulou, Yiannis Kompatsiaris
Published in: International Journal of Multimedia Information Retrieval, Issue 7/1, 2018, Page(s) 71-86, ISSN 2192-6611
DOI: 10.1007/s13735-017-0143-x

Implicit and Explicit Concept Relations in Deep Neural Networks for Multi-Label Video/Image Annotation

Author(s): Foteini Markatopoulou, Vasileios Mezaris, Ioannis Patras
Published in: IEEE Transactions on Circuits and Systems for Video Technology, 2018, Page(s) 1-1, ISSN 1051-8215
DOI: 10.1109/TCSVT.2018.2848458

Verifying information with multimedia content on twitter

Author(s): Christina Boididou, Stuart E. Middleton, Zhiwei Jin, Symeon Papadopoulos, Duc-Tien Dang-Nguyen, Giulia Boato, Yiannis Kompatsiaris
Published in: Multimedia Tools and Applications, Issue 77/12, 2018, Page(s) 15545-15571, ISSN 1380-7501
DOI: 10.1007/s11042-017-5132-9

Content-aware Detection of JPEG Grid Inconsistencies for Intuitive Image Forensics

Author(s): Iakovidou, Chryssanthi; Zampoglou, Markos; Papadopoulos, Symeon; Kompatsiaris, Yannis
Published in: Journal of Visual Communication and Image Representation, Issue 2, 2018, Page(s) 155-170, ISSN 1047-3203
DOI: 10.5281/zenodo.1246437

On the Importance of Drill-Down Analysis for Assessing Gold Standards and Named Entity Linking Performance

Author(s): Fabian Odoni, Philipp Kuntschik, Adrian M.P. Braşoveanu, Albert Weichselbraun
Published in: Procedia Computer Science, Issue 137, 2018, Page(s) 33-42, ISSN 1877-0509
DOI: 10.1016/j.procs.2018.09.004

A corpus of debunked and verified user-generated videos

Author(s): Olga Papadopoulou, Markos Zampoglou, Symeon Papadopoulos, Ioannis Kompatsiaris
Published in: Online Information Review, 2018, ISSN 1468-4527
DOI: 10.1108/OIR-03-2018-0101

Automatic synchronization of multi-user photo galleries

Author(s): Emanuele Sansone, Konstantinos Apostoldis, Nicola Conci, Giulia Boato, Vasileios Mezaris, F.G.B De Natale
Published in: IEEE Transactions on Multimedia, Issue 19/6, 2017, Page(s) 1-1, ISSN 1520-9210
DOI: 10.1109/TMM.2017.2655446

Event-based media processing and analysis: A survey of the literature

Author(s): Ionescu, Bogdan; Mezaris, Vasileios; Tzelepis, Christos; Sebe, Nicu; Ma, Zhigang; Kompatsiaris, Ioannis; Yan, Shuicheng; Boato, Giulia
Published in: Image and Vision Computing, Issue 53, 2016, Page(s) 3-19, ISSN 0262-8856
DOI: 10.1016/j.imavis.2016.05.005

Multimodal Video Annotation for Retrieval and Discovery of Newsworthy Video in a News Verification Scenario

Author(s): Lyndon Nixon, Evlampios Apostolidis, Foteini Markatopoulou, Ioannis Patras, Vasileios Mezaris
Published in: Plant MicroRNAs - Methods and Protocols, Issue 1932, 2019, Page(s) 143-155
DOI: 10.1007/978-3-030-05710-7_12

Image Aesthetics Assessment Using Fully Convolutional Neural Networks

Author(s): Konstantinos Apostolidis, Vasileios Mezaris
Published in: Plant MicroRNAs - Methods and Protocols, Issue 1932, 2019, Page(s) 361-373
DOI: 10.1007/978-3-030-05710-7_30

Detecting Tampered Videos with Multimedia Forensics and Deep Learning

Author(s): Markos Zampoglou, Foteini Markatopoulou, Gregoire Mercier, Despoina Touska, Evlampios Apostolidis, Symeon Papadopoulos, Roger Cozien, Ioannis Patras, Vasileios Mezaris, Ioannis Kompatsiaris
Published in: Plant MicroRNAs - Methods and Protocols, Issue 1932, 2019, Page(s) 374-386
DOI: 10.1007/978-3-030-05710-7_31