Sept. 14-16, 2022
Graz, Austria
CBMI aims at bringing together the various communities involved in all aspects of content-based multimedia indexing for retrieval, browsing, management, visualization and analytics.
Awarded papers
Congratulations to the authors of the papers awarded at CBMI2022:
Best Paper: BiasUNet: Learning Change Detection over Sentinel-2 Image Pairs
Maria Eirini Pegia, Anastasia Moumtzidou, Ilias Gialampoukidis, Björn Þór Jónsson, Stefanos Vrochidis and Ioannis Kompatsiaris
Best Student Paper: Retrieval-Augmented Transformer for Image Captioning
Sara Sarto, Marcella Cornia, Lorenzo Baraldi and Rita Cucchiara
The further candidates for the best paper were:
- Hybrid Transformer Network for Deepfake Detection (Sohail Ahmed Khan and Duc-Tien Dang-Nguyen)
- An exploration into the benefits of the CLIP model for lifelog retrieval (Ly-Duyen Tran, Naushad Alam, Yvette Graham, Liting Zhou and Cathal Gurrin)
Important dates
| Deadline for Special Session Proposals | |
| Deadline for Regular, Special Session and Demo Papers | |
| Notification of acceptance | |
| Camera ready papers due | July 11, 2022 |
| Conference | Sept. 14-16, 2022 |
Call for Contributions
CBMI2022 will call for
- Regular papers: Full or short papers presenting previously unpublished research papers in the broad field of content-based multimedia indexing and applications.
- Call for Special Session Papers: Papers in the scope of one of the four accepted special sessions.
- Demos showcasing implementations of multimedia indexing technologies.
- Proposals for special sessions on emerging topics related to multimedia indexing, and papers for this special sessions (closed)
Topics of interest to the CBMI community include, but are not limited to, the following:
Content analysis and indexing
- Audio and visual and multimedia indexing
- Multimodal and cross-modal indexing
- Deep learning for multimedia analysis and indexing
- Audio (speech, music, etc) and visual content analysis and understanding
- Identification and tracking of semantic regions and events
- Social media analysis
- Metadata generation, coding and transformation
- Activity recognition and event-based multimedia indexing
- New technologies for indexing, for example, bio-inspired, spiking neural networks
Search, retrieval and recommendation
- Multimedia information retrieval (image, audio, video, text)
- Mobile media retrieval
- Event-based media retrieval
- Affective/emotional interaction or interfaces for multimedia retrieval
- Multimedia data mining and analytics
- Multimedia retrieval for multimodal analytics and visualisation
- Multimedia recommendation
- Multimedia verification (e.g., multimodal fact checking, deep fake analysis)
- Large scale multimedia database management
- Summarization, browsing and organization of multimedia content
- Evaluation and benchmarking of multimedia retrieval systems
Multimedia user experience
- User interaction and relevance feedback
- Multimedia interfaces, presentation and visualization tools
- Personalization and content adaptation
- Virtual, augmented and mixed reality interfaces for multimedia search
Applications of multimedia indexing and retrieval, e.g., cultural heritage, medicine, lifelogs, satellite imagery, augmented and mixed reality, video surveillance, forensics, security, atmosphere and astronomy.
Venue/Attending
Infos for attendees
Organisation
Conference Chair
Werner Bailer (JOANNEUM RESEARCH, Austria)
Program Committee Chairs
Jakub Lokoc (Charles University, Czech Republic)
Stefanos Vrochidis (CERTH ITI, Greece)
Chaabane Djeraba (University of Lille, France)
Special Session Chairs
Alexander Schindler (AIT, Austria)
Alberto Messina (RAI, Italy)
Invited speakers and tutorial chair
Stevan Rudinac (Univ. of Amsterdam, The Netherlands)
Demo Chairs
Gylfi Þór Guðmundsson (Reykjavik University, Iceland)
Mathias Lux (AAU, Austria)
Publicity and International Liaison Chairs
Klaus Schöffmann (AAU, Austria)
Marco Bertini (Univ. of Florence, Italy)
Richang Hong (Hefei University of Technology, China)
Local Organisation Committee
Harald Mayer (JOANNEUM RESEARCH, Austria)
Alexandra Reder-Streif (JOANNEUM RESEARCH, Austria)
Georg Thallinger (JOANNEUM RESEARCH, Austria)
Sandra Draxler (JOANNEUM RESEARCH, Austria)
Steering Committee
Bernard Merialdo (EURECOM, FRANCE) – Honorary President
Georges Quénot (LIG, FRANCE) – President
Jenny Benois-Pineau (UNIV. BORDEAUX, FRANCE) – Vice President
Laurent Amsaleg, INRIA RENNES, FRANCE
Alexandre Benoît, LISTIC, FRANCE
Marco Bertini, UNIV. FLORENCE, ITALY
Susanne Boll, UNIV. OLDENBURG, GERMANY
Chaabane Djeraba, UNIV. LILLE, FRANCE
Moncef Gabbouj, UNIV. TAMPERE, FINLAND
Cathal Gurrin, DCU, IRELAND
Philippe Joly, IRIT, FRANCE
Klaus Schoeffmann, UNIV. KLAGENFURT, AUSTRIA