About
Summer School on Image Processing (SSIP) is a traditional, annual, gathering of researchers and professionals dealing with image analysis and machine vision. The 29th Summer School on Image Processing will be held at the University of Rijeka Faculty of Engineering in Rijeka, Croatia, between 8 and 17 July 2021. Fifty students, mostly doctoral students and young researchers, will be attending the lectures given by numerous world-renowned researchers and will be working on exciting hands-on projects under their mentorship. The students will be given the opportunity to present their work through a poster session. The summer school is co-organised by the University of Rijeka Faculty of Engineering (RITEH) and the Center for Artificial Intelligence and Cybersecurity (AIRI), under the auspices of the EDIH Adria initiative.
Important dates
- Deadline for application: 28 May 2021
- Notification of acceptance: 31 May 2021
- Registration deadline: 7 June 2021
- Final programme information: 14 June 2021
- Summer School: 8-17 July 2021
Programme
A list of lecture titles and abstracts is available here.
Time | Session | Speakers | Venue |
---|---|---|---|
13:00 - 14:00 | Registration | ||
14:00 - 14:30 | Opening ceremony | ||
14:30 - 15:00 | Project descriptions and team assingments | ||
15:00 - 15:15 | Coffee break | ||
15:15 - 16:00 | Presentation of labs |
Time | Session | Speakers | Venue |
---|---|---|---|
08:30 - 09:30 | Lecture: Skeletonization and its applications | Kálmán Palágyi, Ph.D. | |
09:30 - 09:45 | Coffee break | ||
09:45 - 10:45 | Lecture: Deep learning in medical imaging | Ernst Schwartz | |
10:45 - 11:00 | Coffee break | ||
11:00 - 12:00 | Lecture: Medical image segmentation with topological constraints | Ilkay Oksuz, Ph.D. | |
12:00 - 13:00 | Lunch break | ||
13:00 - 17:00 | Project work |
Time | Session | Speakers | Venue |
---|---|---|---|
08:30 - 09:30 | Lecture: Sensor modalities for autonomous vehicles | Janez Perš, Ph.D. | |
09:30 - 09:45 | Coffee break | ||
09:45 - 10:45 | Lecture: Analysis of sports scenes using deep neural networks | Marina Ivašić Kos, Ph.D. | |
10:45 - 11:00 | Coffee break | ||
11:00 - 12:00 | Lecture: Anomaly detection in video: approaches and challenges | Radu Tudor Ionescu, Ph.D. | |
12:00 - 13:00 | Lunch break | ||
13:00 - 17:00 | Project work |
Time | Session | Speakers | Venue |
---|---|---|---|
09:00 - 18:00 | School trip |
Time | Session | Speakers | Venue |
---|---|---|---|
08:30 - 09:30 | Lecture: Selected topics in video compression: wavelets and autoencoders | André Kaup, Ph.D. | |
09:30 - 09:45 | Coffee break | ||
09:45 - 10:45 | Lecture: Establishing geometric correspondence between images: from theory to applications I | Jiri Matas, Ph.D. | |
10:45 - 11:00 | Coffee break | ||
11:00 - 12:00 | Lecture: Deep learning for ophthalmology | Hrvoje Bogunović, Ph.D. | |
12:00 - 12:15 | Coffee break | ||
12:15 - 13:15 | Lecture: Establishing geometric correspondence between images: from theory to applications II | Jiri Matas, Ph.D. | |
13:15 - 14:00 | Lunch break | ||
14:00 - 18:00 | Project work |
Time | Session | Speakers | Venue |
---|---|---|---|
08:30 - 09:30 | Lecture: Selected topics on biomedical image processing | Erich Sorantin, MD, Ph.D. | |
09:30 - 09:45 | Coffee break | ||
09:45 - 10:45 | Lecture: Segmenting medical images | Antal Nagy, Ph.D. | |
10:45 - 11:00 | Coffee break | ||
11:00 - 12:00 | Lecture: Integration of spatial configuration into CNNs | Darko Štern, Ph.D. | |
12:00 - 13:00 | Lunch break | ||
13:00 - 17:00 | Project work |
Time | Session | Speakers | Venue |
---|---|---|---|
08:30 - 09:30 | Lecture: Image reconstruction | Péter Balázs, Ph.D. | |
09:30 - 09:45 | Coffee break | ||
09:45 - 10:45 | Lecture: Processing of spectral images | Matija Milanič, Ph.D. | |
10:45 - 11:00 | Coffee break | ||
11:00 - 12:00 | Lecture: Integrated 3D visualisation of heterogeneous 3D data & applications | Alexander Bornik, Ph.D. | |
12:00 - 13:00 | Lunch break | ||
13:00 - 17:00 | Project work |
Time | Session | Speakers | Venue |
---|---|---|---|
08:30 - 09:30 | Lecture: Mathematical models in image processing | Tibor Lukić, Ph.D. | |
09:30 - 09:45 | Coffee break | ||
09:45 - 10:45 | Lecture: Forward and inverse problems in computer graphics and image processing | László Varga, Ph.D. | |
10:45 - 11:00 | Coffee break | ||
11:00 - 12:00 | Poster session | ||
12:00 - 13:00 | Lunch break | ||
13:00 - 17:00 | Project work |
Time | Session | Speakers | Venue |
---|---|---|---|
08:30 - 09:30 | Final test | ||
09:30 - 09:45 | Coffee break | ||
09:45 - 10:45 | Project presentations | ||
10:45 - 11:00 | Coffee break | ||
11:00 - 12:00 | Project presentations | ||
12:00 - 13:00 | Lunch break | ||
13:00 - 14:00 | Project presentations | ||
19:00 | Gala dinner |
Time | Session | Speakers | Venue |
---|---|---|---|
09:00 | Closing ceremony |
Lecturers
Jiri Matas, Ph.D.
Czech Technical University in Praguecomputer vision, machine learning, pattern recognition
Janez Perš, Ph.D.
University of Ljubljana, Faculty of Electrical Engineeringcomputer vision, artificial intelligence, embedded systems, robot vision, human motion analysis
Alexander Bornik, Ph.D.
Ludwig Boltzmann Institute for Archaeological Prospection and Virtual Archaeologycomputer graphics, volume visualisation, 3D image processing, virtual reality
Darko Štern, Ph.D.
Medical University of Grazmedical image analysis, computer vision, machine learning, deep learning
Ernst Schwartz
Medical University Viennamedical imaging, fetal MRI, neuroscience, shape analysis
André Kaup, Ph.D.
Friedrich-Alexander University Erlangen-Nurembergimage and video signal processing, video coding, multimedia communication
Ilkay Oksuz, Ph.D.
Istanbul Technical Universitymedical image segmentation, image registration, image quality assessment, cardiac MR, cardiac CT
Antal Nagy, Ph.D.
University of Szegedimage processing, medical image processing, tomography, discrete tomography
Hrvoje Bogunović, Ph.D.
Medical University of Viennamedical image analysis, medical imaging, machine learning, healthcare
Péter Balázs, Ph.D.
University of Szeged, Institute of Informaticsimage reconstruction, discrete geometry, image analysis
Tibor Lukić, Ph.D.
University of Novi Sad, Faculty of Technical Sciencesimage processing, digital and discrete geometry, tomography, optimization, pattern recognition
László Varga, Ph.D.
University of Szeged, Department of Image processing and Computer Graphicsimage processing, tomography, deep learning
Kálmán Palágyi, Ph.D.
University of Szegeddigital image processing, medical image processing, shape representation, skeletonization, digital topology
Erich Sorantin, MD, Ph.D.
Medical University of Grazpaediatric radiology, image processing, pattern recognition, 3D, radiation protection
Radu Tudor Ionescu, Ph.D.
University of BucharestAI, ML, computer vision, image processing, medical imaging, text mining, comp. linguistics
Marina Ivašić Kos, Ph.D.
University of Rijeka, Department of Informaticscomputer vision, machine and deep learning, object detection, object tracking, action recognition
Matija Milanič, Ph.D.
University of Ljubljana, Faculty of Mathematics and Physics; Jozef Stefan Institutemedical imaging, spectroscopy, medical laser therapy, light transport modelling
Projects
- Person detection in thermal images
- Person detection in drone images
- Counting objects – detecting persons
- Counting objects – detecting windows
- Counting objects – detecting cars
- Licence plate detection and recognition
- Traffic signs detection and recognition
- Age recognition
- Artistic style transfer
- Face expression recognition
- Smile!
- Butterfly recognition and retrieval
- Highway traffic monitoring
- Identifying pneumothorax disease
- Ball detection and segmentation
- Gesture recognition
- Detection of roadside vegetation
- Binary tomography
- Food classification
- Bone age estimation
Here is a more detailed list of project topics for the school.
Venue
The summer school will take place at the Faculty of Engineering in Rijeka. The Faculty was established in 1960 and has since been a leading regional STEM research and education hub. At the present moment, approximately 2,000 engineering students are enrolled (from bachelor to doctoral). Rijeka is the principal seaport and the third-largest city in Croatia.
Additional information
The expanded gallery of photos is available here.
History
Previous summer schools on image processing
- 2020 Szeged, Hungary
- 2019 Timisoara, Romania
- 2018 Graz, Austria
- 2017 Novi Sad, Serbia
- 2016 Szeged, Hungary
- 2015 Szeged, Hungary
- 2014 Zagreb, Croatia
- 2013 Veszprém, Hungary
- 2012 Vienna, Austria
- 2011 Szeged, Hungary
- 2010 Cluj-Napoca, Romania
- 2009 Debrecen, Hungary
- 2008 Vienna, Austria
- 2007 Szeged, Hungary
- 2006 Szeged, Hungary
- 2005 Szeged, Hungary
- 2004 Graz, Austria
- 2003 Timisoara, Romania
- 2002 Budapest, Hungary
- 2001 Szeged, Hungary
- 2000 Zagreb, Croatia
- 1999 Szeged, Hungary
- 1998 Debrecen, Hungary
- 1997 Szeged, Hungary
- 1996 Szeged, Hungary
- 1995 Szeged, Hungary
- 1994 Szeged, Hungary
- 1993 Aveiro, Portugal
Supporters
We would like to thank our benefactors for supporting the organisation of the summer school.
Contact
If you require any additional information concerning the summer school, do not hesitate to contact us.
University of Rijeka
FACULTY OF ENGINEERING
Vukovarska 58
51000 Rijeka
Croatia
VAT Number: HR46319717480
The summer school is co-organised by the University of Rijeka Faculty of Engineering (RITEH) and the Center for Artificial Intelligence and Cybersecurity (AIRI).
School directors
Ivan Štajduhar
Sandi Ljubić
Jonatan Lerga
Marina Ivašić-Kos
School organizers
Franko Hržić
Ana Vranković
Alen Salkanović
Denis Selimović
Arian Skoki
Luka Batistić