Automated Spatiotemporal Analysis of Fibrils and Coronal Rain using the Rolling Hough Transform

Bibliographic Details
Title: Automated Spatiotemporal Analysis of Fibrils and Coronal Rain using the Rolling Hough Transform
Authors: Schad, Thomas A.
Publication Year: 2018
Collection: Astrophysics
Subject Terms: Astrophysics - Solar and Stellar Astrophysics
More Details: A technique is presented that automates the direction characterization of curvilinear features in multidimensional solar imaging data sets. It is an extension of the Rolling Hough Transform (RHT) technique presented by Clark, Peek, and Putman (Astrophys. J. 789, 82, 2014), and it excels at rapid quantification of spatial and spatiotemporal feature orientation even for low signal to noise applications. It operates on a pixel-by-pixel basis within a data set and reliably quantifies orientation even for locations not centered on a feature ridge, which is used here to derive a quasi-continuous map of the chromospheric fine structure projection angle. For time-series analysis, a procedure is developed that uses a hierarchical application of the RHT to automatically derive apparent motion of coronal rain observed off-limb. Essential to the success of this technique is this paper's formulation for the RHT error analysis as it provides a means to properly filter results.
Comment: This the preprint version submitted to Solar Physics. See published article for Version of Record
Document Type: Working Paper
DOI: 10.1007/s11207-017-1153-9
Access URL: http://arxiv.org/abs/1809.03635
Accession Number: edsarx.1809.03635
Database: arXiv
More Details
DOI:10.1007/s11207-017-1153-9