Paper Info
Title
Iterative Nadaraya-Watson Distribution Transfer for Colour Grading
Abstract
We propose a new method with Nadaraya-Watson that maps one N-dimensional distribution to another, taking into account available information about correspondences. We extend the 2D/3D problem to higher dimensions by encoding overlapping neighborhoods of data points and solve the high-dimensional problem in 1D space using an iterative projection approach. To show the potentials of this mapping, we apply it to colour transfer between two images that exhibit overlapped scenes. Experiments show quantitative and qualitative improvements over the previous state of the art colour transfer methods.
Year
DOI
Venue
2020
10.1109/MMSP48831.2020.9287097
2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP)
Keywords
DocType
ISSN
Nadaraya-Watson estimator,Iterative Distribution Transfer,Colour Transfer
Conference
2163-3517
ISBN
Citations 
PageRank 
978-1-7281-9323-6
0
0.34
References 
Authors
11
2
Name
Order
Citations
PageRank
Alghamdi Hana100.34
Rozenn Dahyot234032.62