Abstract
Because edge-aware filtering has been widely used for image-based automation technologies, developing a practical, fast algorithm for its use is important. This letter proposes a simple and fast computational method for edge-aware image filtering based on bilateral half-box regions. Our filter consists of a weighted average of only eight color sums within each halfbox region adjacent to a given pixel, where the tonal weights are similar to those obtained with bilateral filtering. The eight sums are efficiently obtained by a single fast box filter using the relative coordinate relationship between the pixel and each half-box center. We examined the performance of our filter based on comparisons with conventional methods.
Original language | English |
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Pages (from-to) | 427-432 |
Number of pages | 6 |
Journal | International Journal of Automation Technology |
Volume | 18 |
Issue number | 3 |
DOIs | |
Publication status | Published - May 2024 |
Keywords
- bilateral filter
- fast edgeaware filtering
- half-box averaging