Scholar
Bartosz Ptak
Google Scholar ID: O6BSJZAAAAAJ
Poznan University of Technology
Citations & Impact
Citations
220
H-index
5
i10-index
5
Publications
18
Co-authors
4
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Developed a range of perception technologies, including data processing beyond the visible spectrum (such as depth, thermal imaging, multispectral, and hyperspectral images) and algorithm deployment on edge AI embedded systems.
Research Experience
- Areas of work include, but are not limited to, image filtering and enhancement, segmentation, navigation, object detection, and tracking with applications in robotics, monitoring, remote sensing, agriculture, and healthcare.
Background
- Research interests lie at the intersection of state-of-the-art methods in image processing and machine learning, focusing on extracting meaningful information from images, videos, and signals.
Miscellany
- In addition to regular camera images, explores the best solutions using various imaging sensors; optimizes algorithms for edge AI devices, including low-level optimizations, quantization, mixed-precision processing, and the use of efficient runtime environments.
