The Institute of Visual Computing and Human-Centered Technology is one of four institutes in the faculty of Informatics at TU Wien. The institute investigates the design and development of key technologies in the areas of computer vision, computer graphics, visualization, augmented/mixed/virtual reality, and human-computer interaction. Topics include visual methods in the computational sciences (computer graphics and computer vision) including modelling, image analysis and synthesis, photorealistic rendering, real-time rendering, visualization of large data sets, processing of sensor data as well as the recognition of contained patterns and structures. Further topics are socio-technical systems, mobile and ubiquitous technologies, people-centered design and evaluation, as well as ethics and responsible research and innovation.
The Computer Vision Lab (CVL) is devoted to both basic and applied research in the field of Computer Vision, which comprehends the natural world through images, image sequences, and films and reconstructs its properties, such as shape, illumination, and color distributions. The theoretical backbones at CVL are: Image Processing, Feature Extraction and Object Recognition, Document Analysis, 3-D Computer Vision, Motion Detection and Tracking, Multi-Spectral Imaging (MSI), and Machine Learning (Neural Networks, Adaptive Methods, Deep Learning, etc.) which are employed in applied research in areas such as Cultural Heritage Applications, Ambient Assisted Living (AAL), Medical Imaging, Micro-Array Image Analysis (e.g. in Biotechnology), Image Sequence Analysis, Surveillance, Image Compression and others.
The Institute of Information Systems Engineering, also at the faculty of Informatics, provides foundational and advanced techniques, algorithms, design and engineering approaches to model complete lifecycles of data-intensive and distributed information systems.
The Data and Text analytics group at the Research Unit E-Commerce performs research and creates solutions in the Business-2-Business (B2B) and Business-2-Consumer (B2C) domains, in Data Intelligence and in High Performance Computing (HPC) Systems. Topics include process modeling, semantic web research, ontology engineering, information integration, network analysis, text mining. Further topics are online analytics, data mining, and machine learning as well as recommender systems and information retrieval.
Role in the Project
TUW is work package leader and responsible for developing and implementing techniques for automated media analysis. The objective is the extraction of meaningful content-based information from audio-visual and textual materials. This includes text analysis by creating links between words and concepts (texts) and patterns detection in multiple modalities (film, video, image, audio recordings).
Team Members
Anna Marakasova
PhD student, researcher and developer (automated text analysis) (until January 2022)
TU Wien
Robert Sablatnig
Work Package Leader, member of the Management Board, TUW-CVL team leader (automated image analysis), main contact and representative of TU Wien
TU Wien
Article Author
Video Shot Analysis for Digital Curation and Preservation of Historical FilmsDaniel Helm, Martin Kampel, Video Shot Analysis for Digital Curation and Preservation of Historical Films, in: Proceedings of the 17th Eurographics Workshop on Graphics and Cultural Heritage (November 2019), 25-28. |
Shot Boundary Detection for Automatic Video Analysis of Historical FilmsDaniel Helm, Martin Kampel, Shot Boundary Detection for Automatic Video Analysis of Historical Films, in: Marco Cristani, Andrea Prati, Oswald Lanz, Stefano Messelodi, Nicu Sebe (eds.), New Trends in Image Analysis and Processing – ICIAP 2019. Lecture Notes in Computer Science, vol. 11808 (Cham: Springer, 2019), 137-147. |
Overscan Detection in Digitized Analog Films by Precise Sprocket Hole SegmentationDaniel Helm, Martin Kampel, Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation, in: George Bebis et al. (eds.), Advances in Visual Computing. ISVC 2020. Lecture Notes in Computer Science, vol. 12509 (Cham: Springer, 2020), 148-159. |
Frame Border Detection for Digitized Historical FootageDaniel Helm, Bernhard Pointner, Martin Kampel, Frame Border Detection for Digitized Historical Footage, in: Proceedings of the Joint Austrian Computer Vision and Robotics Workshop (August 2020), 114-115. |
Graph-based Shot Type Classification in Large Historical Film ArchivesDaniel Helm, Florian Kleber, Martin Kampel, Graph-based Shot Type Classification in Large Historical Film Archives, in: Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4 (February 2022), 991-998. |
HistShot: A Shot Type Dataset based on Historical Documentation during WWIIDaniel Helm, Florian Kleber, Martin Kampel, HistShot: A Shot Type Dataset based on Historical Documentation during WWII, in: Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, vol. 1 (February 2022), 558-565. |
HISTORIAN: A Large-Scale Historical Film Dataset with Cinematographic AnnotationDaniel Helm, Fabian Jogl, Martin Kampel, Historian: A Large-Scale Historical Film Dataset with Cinematographic Annotation, in: 2022 IEEE International Conference on Image Processing (ICIP), (October 2022), 2087-2091. |
Participation in Public Deliverables
Participation in Events
Pre-Kick-off MeetingMeeting Friday, 19.10.2018, 09:15 to Saturday, 20.10.2018, 18:00 |
Kick-off MeetingMeeting Wednesday, 27.02.2019, 09:15 to Friday, 01.03.2019, 20:00 |
Advanced DigitizationWorkshop Wednesday, 20.03.2019, 09:30 to Friday, 22.03.2019, 16:00 |
Curation of Engagement LevelsWorkshop Monday, 20.05.2019, 09:00 to Tuesday, 21.05.2019, 17:00 |
Shot Boundary Detection for Automatic Video Analysis of Historical FilmsPresentation Monday, 09.09.2019 |
Video Shot Analysis for Digital Curation and Preservation of Historical FilmsPresentation Wednesday, 06.11.2019 to Saturday, 09.11.2019 |
VocabulariesWorkshop Thursday, 21.11.2019, 13:45 to Friday, 22.11.2019, 17:00 |
NonAV Metadata (Citavi)Mini-Workshop Wednesday, 27.05.2020, 13:00 to Wednesday, 27.05.2020, 17:00 |
Overscan Detection in Digitized Analog Films by Precise Sprocket Hole SegmentationPresentation Monday, 05.10.2020, 10:30 |
Text AnalysisMini-Workshop Tuesday, 12.01.2021, 09:30 to Tuesday, 12.01.2021, 13:00 |
Relation DetectionMini-Workshop Tuesday, 26.01.2021, 14:00 to Tuesday, 26.01.2021, 17:00 |
Consortium MeetingMeeting Tuesday, 23.02.2021, 15:00 to Wednesday, 24.02.2021, 19:00 |
Video Analysis in Large Historical Film CollectionsPresentation Monday, 31.05.2021, 15:00 to Monday, 31.05.2021, 17:00 |
VHH Research Seminar – Session 5: Soviet Filmed Atrocity Images on American Movie Screens, 1942–1945, and Some Partial Answers to the Questions of What, When, Where and By Whom?Research Seminar Tuesday, 15.06.2021, 18:00 to Tuesday, 15.06.2021, 20:00 |
HistShot: A Shot Type Dataset based on Historical Documentation during WWIIPresentation Thursday, 03.02.2022, 15:00 to Thursday, 03.02.2022, 16:15 |
Graph-based Shot Type Classification in Large Historical Film ArchivesPresentation Monday, 07.02.2022, 16:45 to Monday, 07.02.2022, 18:30 |
A Time-Optimized Content Creation Workflow for Remote TeachingPresentation Saturday, 05.03.2022, 11:15 to Saturday, 05.03.2022, 12:30 |
Tracing Visual Evidence of the Holocaust: Challenges of the Digital Curation of Liberation Footage across Archives and DisciplinesPanel Tuesday, 26.04.2022, 09:00 to Tuesday, 26.04.2022, 10:30 |
Moving Images from the Archives. Historical Footage of Nazi Crimes in DocumentariesConference Sunday, 08.05.2022, 18:00 to Tuesday, 10.05.2022, 17:00 |
VHH Research Seminar – Session 11: By Filming, by Writing. Photographic Testimonies of the Nazi CampsResearch Seminar Thursday, 09.06.2022, 16:00 to Thursday, 09.06.2022, 18:00 |
Migrating Images and Image Migration: How Popular Culture Shapes the Visual History of the HolocaustConference Monday, 12.09.2022, 18:00 to Wednesday, 14.09.2022, 20:00 |
HISTORIAN: A Large-Scale Historical Film Dataset with Cinematographic AnnotationPresentation Monday, 17.10.2022, 10:00 to Monday, 17.10.2022, 12:30 |
Professional Search in ContextPresentation Wednesday, 02.11.2022, 13:00 to Wednesday, 02.11.2022, 14:00 |
Holocaust Remembrance Day – Digitales KuratierenPresentation Friday, 27.01.2023, 09:00 to Friday, 27.01.2023, 12:30 |