The QIM Center will host a workshop at the Scandinavian Conference on Image Analysis 2025*, to be held at the University of Iceland campus in Reykjavík, Iceland. The workshop is targeted the SCIA participants and will take place on Sunday, June 22nd, preceding the main conference program, and will focus on the challenges associated with large-scale datasets and their evaluation in image analysis.
The development of AI, particularly in image analysis, is fundamentally driven by the availability and quality of data. As the volume and complexity of image datasets continue to expand, it becomes crucial to develop robust methodologies for their effective analysis. Advanced models require extensive datasets for training, and to enhance their performance, we need benchmarks that accurately reflect this reality. At this workshop, you will see examples of how these challenges are being tackled within different data formats and modalities, and you will have the opportunity to engage in discussing future data requirements to advance AI in image analysis.
The workshop will feature poster presentations and invited speakers. Find the program below:
Program
12:00-12:45: Lunch
12:45-13:00: Welcome and Introduction
13:00-13:30: Nico Lang (University of Copenhagen and the Pioneer centre for AI): Learning From Global Earth Observation Data
13:30-14:00: Björn Þór Jónsson (Reykjavik University): On The Importance of Data Access Patterns
14:00-14:15: Break
14:15-14:45: Alexandra Branzan Albu (University of Victoria): Underwater Environmental Monitoring with Computer Vision Methods
14:45-15:15: Vedrana Andersen Dahl (Technical University of Denmark): Deep-learning-based segmentation for synchrotron 3D imaging: state of the art and challenges
15:15-15:45: Break
15:45-16:45: Panel discussion
The workshop will take place in room HT-101.
We look forward to your participation in Iceland.
*The workshop will be for participants in SCIA. Registration can only happen through the SCIA registration site. Participants will be charged 300 DKK in addition to the SCIA conference fee to attend. Lunch and drinks are included.