09:00-09:50 | General Lecture II
Chair: Arkadiusz Or³owski
1 Video-surveillance Tools for Monitoring Social Responsibility under Covid-19 Restrictions M. Sami Zitouni (Khalifa University), Andrzej ¦luzek (Khalifa University and SGGW)Visual surveillance, Crowd behavior, Tracking, Automatic analysis, Covid-19. The paper presents a number of recently developed methods for automatic categorization of socio-cognitive crowd behavior from video surveillance data. Sadly and unexpectedly, the recent pandemic outbreak of Covid-19 created a new important niche for such tasks, which otherwise have been rather associated with police monitoring public events or oppressive regimes tightly controlling selected communities. First, we argue that a recently proposed (see [31]) general socio-cognitive categorization of crowd behavior well corresponds to the needs of social distancing monitoring. It is explained how each of four proposed categories represents a different level of social (ir)responsibility in public spaces. Then, several techniques are presented which can be used to perform in real time such a categorization, based only the raw-data inputs (i.e. video-sequences from surveillance cameras). In particular, we discuss: (a) selected detection and tracking aspects for individual people and their groups, (b) practicality of data association combining results of detection and tracking, and (c) mid-level features proposed for neural-network-based classifiers of the behavior categories. Some illustrative results obtained in the developed feasibility studies are also included. |  hide paper details |
| 09:50-10:00 | Coffee break | 10:00-11:20 | Session III. Biomedical applications
Chair: Joanna Jaworek-Korjakowska
1 Software for CT-image analysis to assist the choice of mechanical-ventilation settings in acute respiratory distress syndrome Eduardo E. Dįvila Serrano CNRS, Franēois Dhelft Univ. Lyon 1 - Hospices Civils de Lyon, Laurent Bitker Univ. Lyon 1 - Hospices Civils de Lyon, Jean-Christophe Richard Univ. Lyon 1 - Hospices Civils de Lyon, Maciej Orkisz Univ. Lyon 1, CREATIS, France |  show paper details | 
2 Tuberculosis Abnormality Detection in Chest X-Rays: A Deep Learning Approach Mustapha Oloko-Oba, Serestina Viriri |  show paper details | 
3 On the Effect of DCE MRI Slice Thickness and Noise on Estimated Pharmacokinetic Biomarkers - A Simulation Study Jakub Jurek, Lars A. Reisæter, Marek Kociński, Andrzej Materka |  show paper details | 
4 Nuclei detection with local threshold processing in DAB&H stained breast cancer biopsy images Lukasz Roszkowiak (IBIB PAN), Jakub Zak (IBIB PAN), Krzysztof Siemion (IBIB PAN), Dorota Pijanowska (IBIB PAN), Anna Korzynska (IBIB PAN) |  show paper details |
| 10:20-13:00 | Lunch break | 13:00-14:20 | Session IV. 3D vision
Chair: Andrzej ¦luzek
1 Performance Evaluation of Selected 3D Keypoint Detector-Descriptor Combinations Paula Stancelova, Elena Sikudova, Zuzana Cernekova |  show paper details | 
2 A vision based hardware-software real-time control system for the autonomous landing of an UAV Krzysztof Blachut, Hubert Szolc, Mateusz Wasala, Tomasz Kryjak, Marek Gorgon, AGH University of Science and Technology, Krakow, Poland |  show paper details | 
3 RGB-D and Lidar Calibration Supported by GPU Artur Wilkowski, Warsaw University of Technology and Dariusz Mańkowski, United Robots |  show paper details | 
4 Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking Dominika Przewlocka, Mateusz Wasala, Hubert Szolc, Krzysztof Blachut, Tomasz Kryjak - AGH University of Science and Technology, Krakow, Poland |  show paper details |
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