Extending Guided Filters Through Effective Utilization of Multi-Channel Guide Images Based on Singular Value Decomposition

This paper proposes the SVD-based Guided Filter, designed to address key limitations of the original guided filter and its improved methods, providing better use of multi-channel guide images. First, we analyzed the guided filter framework, reinterpreting it from a patch-based perspective using sing...

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Bibliographic Details
Main Author: Kazu Mishiba
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10902178/
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