Fast Interactive Python-based Analysis of Streamed Images

التفاصيل البيبلوغرافية
العنوان: Fast Interactive Python-based Analysis of Streamed Images
المؤلفون: Sukhanov, Andrei, Fu, Wenge, Jamilkowski, James, Olsen, Robert
بيانات النشر: JACoW Publishing, Geneva, Switzerland, 2020.
سنة النشر: 2020
مصطلحات موضوعية: Computer Science::Computer Vision and Pattern Recognition, ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, User Interfaces, User Perspective, and User Experience(UX), Accelerator Physics
الوصف: This paper reports on development of a general purpose image analysis application, tailored for beam profile monitor cameras of RHIC Collider-Accelerator complex. ImageViewer is pure Python application, based on PyQtGraph and SciPy packages. It accepts image stream from a RHIC image manager (optionally from an EPICS areaDetector driver, or from the file system). The standard analysis includes recognition of connected objects; for each object the parameters of a fitted ellipsoid (position, axes and tilt angle) are calculated using 2nd-order image moments, the parameters then corrected using gaussian fit of the object and a surrounding background. Other features supported: saving, image rotation, region of interest, projections, subtraction of a reference image, multi-frame averaging, pixel to millimeter calibration. Playback feature allows for fast browsing and cleanup of the saved images. User add-ons can be added dynamically as included modules. Each camera of the RHIC complex is equipped with a server (grahic-less) version of this application, providing the same analysis and publishing calculated parameters to RHIC Controls Architecture.
Proceedings of the 17th International Conference on Accelerator and Large Experimental Physics Control Systems, ICALEPCS2019, New York, NY, USA
اللغة: English
DOI: 10.18429/jacow-icalepcs2019-tucpr06
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::679463ef3f9fb80811ed8921022bdccb
رقم الأكسشن: edsair.doi...........679463ef3f9fb80811ed8921022bdccb
قاعدة البيانات: OpenAIRE
الوصف
DOI:10.18429/jacow-icalepcs2019-tucpr06