Dominika Przewlocka-Rus

According to our database, Dominika Przewlocka-Rus authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

PowerYOLO: Mixed Precision Model for Hardware Efficient Object Detection with Event Data.

Dominika Przewlocka-Rus, Tomasz Kryjak, Marek Gorgon

Proceedings of the 27th Euromicro Conference on Digital System Design, 2024

2023

Power-of- Two Quantized YOLO Network for Pedestrian Detection with Dynamic Vision Sensor.

Dominika Przewlocka-Rus, Tomasz Kryjak

Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

2022

Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks.

Dominika Przewlocka-Rus, Syed Shakib Sarwar, Huseyin Ekin Sumbul, Yuecheng Li, Barbara De Salvo

CoRR, 2022

The bioinspired traffic sign classifier.

Dominika Przewlocka-Rus, Tomasz Kryjak

Bio Algorithms Med Syst., 2022

Energy Efficient Hardware Acceleration of Neural Networks with Power-of-Two Quantisation.

Dominika Przewlocka-Rus, Tomasz Kryjak

Proceedings of the Computer Vision and Graphics, 2022

Towards Real-Time and Energy Efficient Siamese Tracking - A Hardware-Software Approach.

Dominika Przewlocka-Rus, Tomasz Kryjak

Proceedings of the Design and Architecture for Signal and Image Processing, 2022

2021

Real-Time FPGA Implementation of Parallel Connected Component Labelling for a 4K Video Stream.

Marcin Kowalczyk, Piotr Ciarach, Dominika Przewlocka-Rus, Hubert Szolc, Tomasz Kryjak

J. Signal Process. Syst., 2021

Quantised Siamese Tracker for 4K/UltraHD Video Stream - a demo.

Dominika Przewlocka-Rus, Tomasz Kryjak

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

Exploration of Hardware Acceleration Methods for an XNOR Traffic Signs Classifier.

Dominika Przewlocka-Rus, Marcin Kowalczyk, Tomasz Kryjak

Proceedings of the Progress in Image Processing, Pattern Recognition and Communication Systems, 2021

2020

Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking.

Dominika Przewlocka, Mateusz Wasala, Hubert Szolc, Krzysztof Blachut, Tomasz Kryjak

Proceedings of the Computer Vision and Graphics - International Conference, 2020

2019

Real-Time Implementation of Adaptive Correlation Filter Tracking for 4K Video Stream in Zynq UltraScale+ MPSoC.

Marcin Kowalczyk, Dominika Przewlocka, Tomasz Kryjak

Proceedings of the 2019 Conference on Design and Architectures for Signal and Image Processing, 2019

Real-Time FPGA Implementation of Connected Component Labelling for a 4K Video Stream.

Piotr Ciarach, Marcin Kowalczyk, Dominika Przewlocka, Tomasz Kryjak

Proceedings of the Applied Reconfigurable Computing - 15th International Symposium, 2019

2018

Real-Time Implementation of Contextual Image Processing Operations for 4K Video Stream in Zynq UltraScale+ MPSoC.

Marcin Kowalczyk, Dominika Przewlocka, Tomasz Kryjak

Proceedings of the 2018 Conference on Design and Architectures for Signal and Image Processing, 2018