Color transfer using semantic image annotation

Claudio Cusano; Francesca Gasparini; Raimondo Schettini

doi:10.1117/12.911866

24 January 2012 Color transfer using semantic image annotation

Claudio Cusano, Francesca Gasparini, Raimondo Schettini

Proceedings Volume 8299, Digital Photography VIII; 82990U (2012) https://doi.org/10.1117/12.911866
Event: IS&T/SPIE Electronic Imaging, 2012, Burlingame, California, United States

Abstract

In this work we present an automatic local color transfer method based on semantic image annotation. With this annotation, images are segmented into homogeneous regions, assigned to seven different classes (vegetation, snow, water, ground, street, and sand). Our method permits to automatically transfer the color distribution from regions of the source and target images annotated with the same class (for example the class "sky"). The amount of color transfer can be controlled by tuning a single parameter. Experimental results will show that our local color transfer is usually more visually pleasant than a global approach.

Citation Download Citation

Claudio Cusano, Francesca Gasparini, and Raimondo Schettini "Color transfer using semantic image annotation", Proc. SPIE 8299, Digital Photography VIII, 82990U (24 January 2012); https://doi.org/10.1117/12.911866

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