Deliverables
The intermediate version of the report presents findings of the evaluation of the second iteration of the prototype system, against which the established test scenarios are executed again, along with an evaluation of a first set of quantitative and qualitative criteria. This version includes a final set of recommended improvements to be included in the final MeMaD prototype system.
Data interchange format specification, final version.This final version of the interchange format specification incorporates feedback from the first and second prototype evaluation cycles and defines the final set of criteria and interchange specifications that that final prototype needs to conform to and will be tested against.
Evaluation report, initial versionThe initial version of the prototype system evaluation report, based on feedback provided by a select group of end users. This report will present the first user feedback after execution of test scenarios and will recommend an initial set of improvements to the system specifications and evaluation criteria.
Summary of dissemination and communication activitiesSummary of dissemination and communication activities taken by partners, highlighting successful generation of new research and commercial projects and collaborations.
Specification of the data interchange format, initial versionThe initial version of the data interchange format will define functional and non-functional requirements of the MeMaD prototype system, based on input concerning the tools developed in WP2, WP3, WP4 and WP5. The requirements are laid out in reference to user requirements and are documented with test scenarios and evaluation criteria.
TV programme annotation modelReport on an initial annotation model for TV programming as well as on the method enabling to go from script and automatic transcription to true subtitles respecting the time and spaces captioning constraints.
Report on discourse-aware machine translation for audio-visual dataA report on neural machine translation models with contextual features beyond sentence boundaries.
Report on cross-lingual content retrieval based on automatic translationA report on the use of machine translation in cross-lingual retrieval of audio-visual content.
Report on multimodal machine translationA report on models with multimodal input and initial evaluations of their quality.
Best Practice Guide for Video DescriptionThis practical guide will outline principles and models of video description drawing on insights about multimodal translation of audiovisual content and the empirical analysis conducted in this WP.
Specification of the data interchange format, intermediate versionThis iteration of the data interchange format updates the specification and future evaluation criteria with feedback and improvements from the first prototype system development and evaluation report.
Evaluation report, final versionThis revision of the report will contain a final evaluation of the MeMaD prototype system, performed using a complete set of quantitative and qualitative test criteria for each of the project’s use cases.
Report on comparative analysis of human and machine video descriptionhis deliverable will report the main findings from the comparative analysis of human descriptions of audiovisual content with corresponding machine-based descriptions generated in WP2.
Report on the initial data management life cycles for the data to be collected, processed and generated during the project.
Data management plan, update 1Updated version of DMP that covers significant changes in project datasets and data policies that arise during the project.
Data management plan, update 2Final version of DMP that covers significant changes in project datasets and data policies that arise during the project.
Updated implementations of the back-end microservices of MeMAD. These will cover the full span of functionalities foreseen in WP3: annotations with a broader set of entity types, diverse enrichments triggered by a more accurate moment detection. The deliverable will include a report describing the microservices and their evaluation results.
Implementations of methods adapted to enhanced human inputsFurther improvements and additions to the tools and libraries contained in D2.1. These will include documentations and actual methods for speaker segmentation and diarization as well as for visual content analysis of video footage. Contains a report.
Collection of annotations and / or video data resulting from the projectA collection of datasets and media corpora that will act as the project legacy datasets. These will be stored to relevant data repositories following the project DMP. Contains a report that describes the collection.
Multimodally annotated dataset of described videoThis deliverable will provide a) transcriptions of a set of audiovisual materials that have audio description and subtitles in at least one project language and b) annotations of relevant visual, auditory and verbal elements, aligned with the corresponding information in the audio description and subtitles. Contains a report that describes the transcriptions and annotations.
TV moments detection and linking, initial versionThe first implementation version of the back-end microservices developed in MeMAD. They will cover initial annotation and enrichment services attached to simple highlight moments extracted from programmes. Contains a report that describes the microservices.
Software and demonstration of human-like content description generationFinal versions of the developed visual and aural tools for multimodal content description, combined with standalone demonstrations and documentation in a report. The methods aim at referring to the recurrent objects and persons in the described media contents in human-like intelligent ways.
Libraries and tools for multimodal content analysisA joint collection of tools, libraries and their documentations from Aalto, Eurecom, Lingsoft, LLS and INA. These are needed in the continuation of this work package and also in the task T6.2 Prototype implementation. Contains a report.
Tools and models for multimodal, multilingual and discourse-aware MTA release of tools and pre-trained models described in D4.1 and D4.2 with a report containing the documentation and user guidelines.
Website with presentation of project and consortium partners, initial setup.
Final website with presentation of project and consortium partnersFinal version of Website with presentation of project and consortium partners.
Publications
Author(s):
Lauri Saarikoski, Dieter Van Rijsselbergen, Maija Hirvonen, Maarit Koponen, Umut Sulubacak, Kaisa Vitikainen
Published in:
Proceedings of IBC 2020, 2020
Publisher:
IBC
Author(s):
Mikko Aulamo, Umut Sulubacak, Sami Virpioja, Jörg Tiedemann
Published in:
Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 2020, Page(s) 3782-3789, ISBN 979-10-95546-34-4
Publisher:
European Language Resources Association (ELRA)
Author(s):
Maarit Koponen, Umut Sulubacak, Kaisa Vitikainen, Jörg Tiedemann
Published in:
Proceedings of the 14th Conference of the Association for Machine Translation in the Americas October 6 - 9, 2020 : 1st Workshop on Post-Editing in Modern-Day Translation, 2020, Page(s) 79-92
Publisher:
Association for Machine Translation in the Americas
Author(s):
Tiancai Wang, Rao Muhammad Anwer, Muhammad Haris Khan, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao, Jorma Laaksonen
Published in:
2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, Page(s) 5693-5701, ISBN 978-1-7281-4803-8
Publisher:
IEEE
DOI:
10.1109/iccv.2019.00579
Author(s):
Stig-Arne Grönroos, Sámi Virpioja, Mikko Kurimo
Published in:
Proceedings of the Fifth International Workshop on Computational Linguistics for Uralic Languages, 2019, Page(s) 15-26
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/w19-0302
Author(s):
Dejan Porjazovski, Juho Leinonen, Mikko Kurimo
Published in:
Proceedings of the 2nd International Workshop on AI for Smart TV Content Production, Access and Delivery, 2020, Page(s) 25-29, ISBN 9781450381468
Publisher:
ACM
DOI:
10.1145/3422839.3423066
Author(s):
Aarne Talman, Umut Sulubacak, Raúl Vázquez, Yves Scherrer, Sami Virpioja, Alessandro Raganato, Arvi Hurskainen, Jörg Tiedemann
Published in:
Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), 2019, Page(s) 412-423, ISBN 978-1-950737-27-7
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/w19-5347
Author(s):
Raúl Vázquez, Umut Sulubacak, Jörg Tiedemann
Published in:
Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), 2019, Page(s) 294-300
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/w19-5441
Author(s):
Yves Scherrer, Raúl Vázquez, Sami Virpioja
Published in:
Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), 2019, Page(s) 236-244
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/w19-5432
Author(s):
Phuong Anh Nguyen, Jiaxin Wu, Chong-Wah Ngo, Francis Danny, Benoit Huet
Published in:
TRECVID 2019, 23rd International Workshop on Video Retrieval Evaluation, 12-13 November 2019, Gaithersburg, MD, USA, 2019
Publisher:
NIST
Author(s):
Danny Francis, Phuong Anh Nguyen, Benoit Huet, Chong-Wah Ngo
Published in:
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 2019, Page(s) 1868-1872, ISBN 978-1-7281-5023-9
Publisher:
IEEE
DOI:
10.1109/iccvw.2019.00233
Author(s):
Tuomas Kaseva, Hemant Kathania, Aku Rouhe and Mikko Kurimo
Published in:
Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa), Issue 178:9, 2021, Page(s) 86-93, ISBN 978-91-7929-614-8
Publisher:
Linköpings universitet
Author(s):
Pasquale Lisena, Ismail Harrando, Oussama Kandakji, Raphael Troncy
Published in:
Proceedings of Second Workshop for NLP Open Source Software (NLP-OSS), 2020, Page(s) 132-140
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/2020.nlposs-1.19
Author(s):
Maari Koponen, Umut Sulubacak, Kaisa Vitikainen, Jörg Tiedemann
Published in:
Proceedings of the 22nd Annual Conference of the European Association for Machine Translation (EAMT 2020), 2020, Page(s) 115-124, ISBN 978-989-33-0589-8
Publisher:
European Association for Machine Translation
Author(s):
Aku Rouhe, Astrid Van Camp, Mittul Singh, Hugo Van Hamme, Mikko Kurimo
Published in:
Proceedings of Interspeech, 2021
Publisher:
International Speech Communication Association
Author(s):
Dejan Porjazovski, Juho Leinonen, Mikko Kurimo
Published in:
Text, Speech, and Dialogue - 24rd International Conference, TSD 2020, Brno, Czech Republic, 2021
Publisher:
Springer
Author(s):
Jean Carrive
Published in:
Proceedings of the 27th ACM International Conference on Multimedia, 2019, Page(s) 1-2, ISBN 9781450368896
Publisher:
ACM
DOI:
10.1145/3343031.3349583
Author(s):
Danny Francis, Benoit Huet
Published in:
Proceedings of the 1st International Workshop on AI for Smart TV Content Production, Access and Delivery - AI4TV '19, 2019, Page(s) 33-41, ISBN 9781450369176
Publisher:
ACM Press
DOI:
10.1145/3347449.3357484
Author(s):
Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
Published in:
Interspeech 2020, 2020, Page(s) 3630-3634
Publisher:
ISCA
DOI:
10.21437/interspeech.2020-1784
Author(s):
Jörg Tiedemann, Santhosh Thottingal
Published in:
Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 2020, Page(s) 479–480, ISBN 978-989-33-0589-8
Publisher:
European Association for Machine Translation
Author(s):
Hector Laria Mantecon, Jorma Laaksonen, Danny Francis, Benoit Huet
Published in:
Proceedings of TRECVID 2019, 2019
Publisher:
NIST
Author(s):
David Doukhan, Eliott Lechapt, Marc Evrard, Jean Carrive
Published in:
14th Music Information Retrieval Evaluation eXchange (MIREX), September 2018, Paris, France., 2018
Publisher:
The International Music Information Retrieval Systems Evaluation Laboratory
Author(s):
Jörg Tiedemann
Published in:
Proceedings of the Fifth Conference on Machine Translation, 2020, Page(s) 1174–1182, ISBN 978-1-948087-81-0
Publisher:
Association for Computational Linguistics
Author(s):
Tuomas Kaseva, Aku Rouhe, Mikko Kurimo
Published in:
2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2019, Page(s) 373-380, ISBN 978-1-7281-0306-8
Publisher:
IEEE
DOI:
10.1109/asru46091.2019.9003967
Author(s):
Ismail Harrando, Alison Reboud, PasqualeLisena,Raphaël Troncy, Jorma Laaksonen, Anja Virkkunen, Mikko Kurimo
Published in:
Proceedings of the TRECVID 2020 Workshop, 2020
Publisher:
NIST
Author(s):
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Published in:
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018, Page(s) 386-393, ISBN 978-1-948087-81-0
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/w18-6410
Author(s):
Franck Burlot, Yves Scherrer, Vinit Ravishankar, Ondřej Bojar, Stig-Arne Grönroos, Maarit Koponen, Tommi Nieminen, François Yvon
Published in:
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018, Page(s) 546-560, ISBN 978-1-948087-81-0
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/w18-6433
Author(s):
Rao Muhammad Anwer, Fahad Shahbaz Khan, Jorma Laaksonen
Published in:
2018 International Conference on Biometrics (ICB), Issue Proceedings - 2018 International Conference on Biometrics, ICB 2018, 2018, Page(s) 90-97, ISBN 978-1-5386-4285-6
Publisher:
IEEE
DOI:
10.1109/ICB2018.2018.00024
Author(s):
Sulubacak, Umut; Tiedemann, Jörg; Rouhe, Aku; Grönroos, Stig-Arne; Kurimo, Mikko
Published in:
Proceedings of the International Workshop on Spoken Language Translation, 2018, Page(s) 89-94
Publisher:
IWSLT
Author(s):
Zhicun Xu, Peter Smit, and Mikko Kurimo
Published in:
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018), 2018, Page(s) 24-28, ISBN 978-952-15-4262-6
Publisher:
Tampere University of Technology
Author(s):
Olfa Ben-Ahmed, Benoit Huet
Published in:
2018 International Conference on Content-Based Multimedia Indexing (CBMI), 2018, Page(s) 1-6, ISBN 978-1-5386-7021-7
Publisher:
IEEE
DOI:
10.1109/cbmi.2018.8516504
Author(s):
Danny Francis, Benoit Huet, Bernard Merialdo
Published in:
TRECVID 2018, 22nd International Workshop on Video Retrieval Evaluation, November 13-15, 2018, Gaithersburg, USA, 2018
Publisher:
NIST
Author(s):
Mats Sjöberg, Hamed R. Tavakoli, Zhicun Xu, Hector Laria Mantecon, Jorma Laaksonen
Published in:
TRECVID 2018, 22nd International Workshop on Video Retrieval Evaluation, November 13-15, 2018, Gaithersburg, USA, 2018
Publisher:
NIST
Author(s):
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Published in:
Proceedings of the 12th Language Resources and Evaluation Conference, 2020, Page(s) 3944–3953, ISBN 979-10-95546-34-4
Publisher:
European Language Resources Association
Author(s):
Wang, Tzu-Jui Julius; Pehlivan, Selen; Laaksonen, Jorma
Published in:
Proceedings of the British Machine Vision Conference (BMVC), 2020
Publisher:
British Machine Vision Association
Author(s):
Danny Francis, Phuong Anh Nguyen, Benoit Huet, Chong-Wah Ngo
Published in:
TRECVID 2019, 23rd International Workshop on Video Retrieval Evaluation, 12-13 November 2019, Gaithersburg, MD, USA, 2019
Publisher:
NIST
Author(s):
Matias Lindgren, Tommi Jauhiainen, Mikko Kurimo
Published in:
Interspeech 2020, 2020, Page(s) 467-471
Publisher:
ISCA
DOI:
10.21437/interspeech.2020-2706
Author(s):
Raúl Vázquez, Mikko Aulamo, Umut Sulubacak, Jörg Tiedemann
Published in:
Proceedings of the 17th International Conference on Spoken Language Translation, 2020, Page(s) 95-102, ISBN 978-1-952148-07-1
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/2020.iwslt-1.10
Author(s):
Aku Rouhe, Tuomas Kaseva, Mikko Kurimo
Published in:
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 7064-7068, ISBN 978-1-5090-6631-5
Publisher:
IEEE
DOI:
10.1109/icassp40776.2020.9053998
Author(s):
Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Merialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphael Troncy, Raúl Vázquez
Published in:
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018, Page(s) 603-611, ISBN 978-1-948087-81-0
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/w18-6439
Author(s):
Harrando, Ismail; Troncy, Raphaël
Published in:
LDK 2021, 3rd Conference on Language, Data and Knowledge, 1-3 September 2021, 2021
Publisher:
Dagstul Publishing
Author(s):
Tzu-Jui Julius Wang, Hamed R. Tavakoli, Mats Sjöberg, Jorma Laaksonen
Published in:
1st International Workshop on Multimodal Understanding and Learning for Embodied Applications - MULEA '19, 2019, Page(s) 3-11, ISBN 9781450369183
Publisher:
ACM
DOI:
10.1145/3347450.3357656
Author(s):
Reboud, Alison; Harrando, Ismail; Laaksonen, Jorma; Troncy, Raphaël
Published in:
Working Notes Proceedings of the MediaEval 2020 Workshop, Issue 3, 2020
Publisher:
CEUR
Author(s):
Raphaël Troncy, Jorma Laaksonen, Hamed R. Tavakoli, Lyndon Nixon, Vasileios Mezaris, Mohammad Hosseini
Published in:
Proceedings of the 28th ACM International Conference on Multimedia, 2020, Page(s) 4756-4757, ISBN 9781450379885
Publisher:
ACM
DOI:
10.1145/3394171.3421894
Author(s):
Harrando, Ismail; Troncy, Raphaël
Published in:
The Semantic Web - ESWC 2021, 18th Extended Semantic Web Conference, 6-10 June 2021, 2021, ISBN 978-3-030-77385-4
Publisher:
Springer
Author(s):
Alison Reboud, Ismail Harrando, Jorma Laaksonen, Danny Francis, Raphaël Troncy, Hector Laria Mantecon
Published in:
CEUR Workshop Proceedings - Working Notes Proceedings of the MediaEval 2019 Workshop, Sophia Antipolis, France, 27-30 October 2019, Issue 2670, 2019, ISSN 1613-0073
Publisher:
CEUR Workshop Proceedings
Author(s):
Peter Smit, Sami Virpioja, Mikko Kurimo
Published in:
Computer Speech & Language, Issue 66, 2021, Page(s) 101158, ISSN 0885-2308
Publisher:
Academic Press
DOI:
10.1016/j.csl.2020.101158
Author(s):
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
Published in:
Machine Translation, Issue 34/2-3, 2020, Page(s) 97-147, ISSN 0922-6567
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10590-020-09250-0
Author(s):
Kim Linda Starr, Sabine Braun, Jaleh Delfani
Published in:
Journal of Audiovisual Translation, Issue 3/2, 2020, ISSN 2617-9148
Publisher:
European Association for Studies in Screen Translation
DOI:
10.47476/jat.v3i2.2020.138
Author(s):
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Published in:
Machine Translation, Issue 34/4, 2020, Page(s) 251-286, ISSN 0922-6567
Publisher:
Kluwer Academic Publishers
DOI:
10.1007/s10590-020-09253-x
Author(s):
Maarit Koponen, Tiina Tuominen, Maija Hirvonen, Kaisa Vitikainen, Liisa Tiittula
Published in:
Bridge: Trends and Traditions in Translation and Interpreting Studies, Issue 2, 2021, Page(s) 47-67, ISSN 2729-8183
Publisher:
Nitra: Department of Translation Studies Faculty of Arts Constantine the Philosopher University in Nitra
Author(s):
Sabine Braun, Kim Starr
Published in:
Journal of Audiovisual Translation, Issue 2/2, 2019, Page(s) 11-35, ISSN 2617-9148
Publisher:
European Association for Studies in Screen Translation
DOI:
10.47476/jat.v2i2.103
Author(s):
Cohendet, Romain; Demarty, Claire-Hélène; Duong, Ngoc Q.K.; Sjöberg, Mats; Ionescu, Bogdan; Do, Thanh Toan
Published in:
CEUR Workshop Proceedings, Issue 2283, 2018, ISSN 1613-0073
Publisher:
CEUR
Author(s):
Pasquale Lisena; Jorma Laaksonen; Raphael Troncy
Published in:
Ceur Workshop Proceedings, 2021, ISSN 1613-0073
Publisher:
CEUR Workshop Proceedings
DOI:
10.5281/zenodo.4764633
Author(s):
Carrive, Jean; Beloued, Abdelkrim; Goetschel, Pascale; Heiden, Serge; Laurent, Antoine; Lisena, Pasquale; Mazuet, Franck; Meignier, Sylvain; Pincemin, Bénédicte; Poels, Géraldine; Troncy, Raphaël
Published in:
Digital Humanities Quarterly, Issue 15 (1), 2021, ISSN 1938-4122
Publisher:
Alliance of Digital Humanities Organizations
Author(s):
Mohammad Reza Kavoosifar, Daniele Apiletti, Elena Baralis, Paolo Garza, Benoit Huet
Published in:
International Journal of Multimedia Information Retrieval, Issue 9/3, 2020, Page(s) 215-227, ISSN 2192-6611
Publisher:
Springer
DOI:
10.1007/s13735-019-00173-y
Author(s):
Mary Nurminen, Maarit Koponen
Published in:
Translation Spaces, Issue 9/1, 2020, Page(s) 150-169, ISSN 2211-3711
Publisher:
John Benjamins Publishing
DOI:
10.1075/ts.00025.nur
Author(s):
David Doukhan, Géraldine Poels, Zohra Rezgui, Jean Carrive
Published in:
VIEW Journal of European Television History and Culture, Issue 7/14, 2019, Page(s) 103, ISSN 2213-0969
Publisher:
Netherlands Institute for Sound and Vision
DOI:
10.18146/2213-0969.2018.jethc156
Author(s):
Julien Plu, Giuseppe Rizzo, Raphaël Troncy
Published in:
Semantic Web Journal, 2019, ISSN 1570-0844
Publisher:
IOS Press
Author(s):
Arturs Polis
Published in:
Master's thesis, 2019
Publisher:
University of Helsinki
Author(s):
Tuomas Kaseva
Published in:
Master's thesis, 2019
Publisher:
Aalto University
Author(s):
Aditya Surikuchi
Published in:
Master's thesis, 2019
Publisher:
Aalto University
Author(s):
Zhicun Xu
Published in:
Master's thesis, 2018
Publisher:
Aalto University
Author(s):
Héctor Laria Mantecón
Published in:
Master's thesis, 2019
Publisher:
Aalto University
Author(s):
Danny Francis
Published in:
2019
Publisher:
Eurecom
Author(s):
Phuong Anh Nguyen, Jiaxin Wu, Chong-Wah Ngo, Danny Francis, Benoit Huet
Published in:
MultiMedia Modeling - 26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020, Proceedings, Part II, Issue 11962, 2020, Page(s) 772-777, ISBN 978-3-030-37733-5
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-37734-2_68
Author(s):
Sabine Braun, Kim Starr, Jorma Laaksonen
Published in:
Innovation in Audio Description Research, 2020, Page(s) 159-196, ISBN 9781003052968
Publisher:
Routledge
DOI:
10.4324/9781003052968-9
Author(s):
Kim Starr, Sabine Braun
Published in:
Innovation in Audio Description Research, 2020, Page(s) 1-13, ISBN 9781003052968
Publisher:
Taylor and Francis Ltd.
Author(s):
Pasquale Lisena, Albert Meroño-Peñuela, Tobias Kuhn, Raphaël Troncy
Published in:
The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part II, Issue 11779, 2019, Page(s) 454-470, ISBN 978-3-030-30795-0
Publisher:
Springer
DOI:
10.1007/978-3-030-30796-7_28
Author(s):
Sabine Braun, Kim Starr
Published in:
Innovation in Audio Description Research, 2020, Page(s) 97-120, ISBN 9781003052968
Publisher:
Taylor and Francis Ltd.
Author(s):
Lorenzo Canale, Pasquale Lisena, Raphaël Troncy
Published in:
The Semantic Web – ISWC 2018 - 17th International Semantic Web Conference, Monterey, CA, USA, October 8–12, 2018, Proceedings, Part I, Issue 11136, 2018, Page(s) 91-107, ISBN 978-3-030-00670-9
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-00671-6_6
Author(s):
Rao Muhammad Anwer, Fahad Shahbaz Khan, Jorma Laaksonen, Nazar Zaki
Published in:
Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Salerno, Italy, September 3–5, 2019, Proceedings, Part I, Issue 11678, 2019, Page(s) 196-208, ISBN 978-3-030-29887-6
Publisher:
Springer
DOI:
10.1007/978-3-030-29888-3_16
Author(s):
Stefanos Vrochidis, Benoit Huet,Edward Chang, Ioannis Kompatsiaris
Published in:
2019, ISBN 9781119376996
Publisher:
Wiley
DOI:
10.1002/9781119376996
Author(s):
Sabine Braun, Kim Starr
Published in:
2020, ISBN 9781003052968
Publisher:
Taylor & Francis Ltd
DOI:
10.4324/9781003052968
Author(s):
Zohra Rezgui
Published in:
2019
Publisher:
University of Carthage
DOI:
10.13140/rg.2.2.25957.76005
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