4 papers
FPGA-Based Hardware Architecture for Contrast Maximization in Event-Based Vision
Michal Filipkowski, Marcin Kowalczyk, Tomasz Kryjak
This paper presents a hardware architecture that implements the Contrast Maximization (CM) algorithm in Field-Programmable Gate Array (FPGA) resources for event-based vision system…
High Throughput Event Filtering: The Interpolation-based DIF Algorithm Hardware Architecture
Marcin Kowalczyk, Tomasz Kryjak
In recent years, there has been rapid development in the field of event vision. It manifests itself both on the technical side, as better and better event sensors are available, an…
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection
Marcin Kowalczyk, Kamil Jeziorek, Tomasz Kryjak
Event-based sensors offer significant advantages over traditional frame-based cameras, especially in scenarios involving rapid motion or challenging lighting conditions. However, e…
Utilisation of Vision Systems and Digital Twin for Maintaining Cleanliness in Public Spaces
Mateusz Wasala, Krzysztof Blachut, Hubert Szolc +3
Nowadays, the increasing demand for maintaining high cleanliness standards in public spaces results in the search for innovative solutions. The deployment of CCTV systems equipped…