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Saliency-Guided Consistent Color Harmonization

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TLDR
Results show that the method limits the visual artifacts of state-of-the-art methods and leads to a visually consistent harmonization.
Abstract
The focus of this paper is automatic color harmonization, which amounts to re-coloring an image so that the obtained color palette is more harmonious for human observers. The proposed automatic algorithm builds on the pioneering works described in [3,12] where templates of harmonious colors are defined on the hue wheel. We bring three contributions in this paper: first, saliency [9] is used to predict the most attractive visual areas and estimate a consistent harmonious template. Second, an efficient color segmentation algorithm, adapted from [4], is proposed to perform consistent color mapping. Third, a new mapping function substitutes usual color shifting method. Results show that the method limits the visual artifacts of state-of-the-art methods and leads to a visually consistent harmonization.

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Journal ArticleDOI

LIRIS-ACCEDE: A Video Database for Affective Content Analysis

TL;DR: A large video database, namely LIRIS-ACCEDE, is proposed, which consists of 9,800 good quality video excerpts with a large content diversity and provides four experimental protocols and a baseline for prediction of emotions using a large set of both visual and audio features.
Proceedings ArticleDOI

A Survey of Color Mapping and its Applications

TL;DR: A comprehensive overview of color mapping or color transfer methods is presented and a classification of current solutions depending not only on their algorithmic formulation but also their range of applications is offered.
Journal ArticleDOI

Colour Mapping: A Review of Recent Methods, Extensions and Applications

TL;DR: A comprehensive overview of colour mapping or colour transfer methods is presented and a classification of current solutions depending not only on their algorithmic formulation but also their range of applications is offered.
Proceedings ArticleDOI

A Large Video Data Base for Computational Models of Induced Emotion

TL;DR: The LIRIS-ACCEDE is an Annotated Creative Commons Emotional DatabasE composed of 9800 video clips extracted from 160 movies shared under Creative Commons licenses that allows to make this database publicly available without copyright issues.
Journal ArticleDOI

Image recoloring using geodesic distance based color harmonization

TL;DR: This method permits the user to obtain recolored results interactively by rotating a harmonious template after completing color harmonization, and is simple and easy to implement, and has good runtime performance.
References
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Proceedings ArticleDOI

Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images

TL;DR: In this paper, the user marks certain pixels as "object" or "background" to provide hard constraints for segmentation, and additional soft constraints incorporate both boundary and region information.
Proceedings ArticleDOI

Affective image classification using features inspired by psychology and art theory

TL;DR: This work investigates and develops methods to extract and combine low-level features that represent the emotional content of an image, and uses these for image emotion classification.
Journal ArticleDOI

A coherent computational approach to model bottom-up visual attention

TL;DR: This paper presents a coherent computational approach to the modeling of the bottom-up visual attention, mainly based on the current understanding of the HVS behavior, which includes Contrast sensitivity functions, perceptual decomposition, visual masking, and center-surround interactions.
Journal ArticleDOI

Color harmonization

TL;DR: In this paper, the authors present a method that enhances the harmony among the colors of a given photograph or of a general image, while remaining faithful, as much as possible, to the original colors.
Book

The art of color : the subjective experience and objective rationale of color

TL;DR: In this article, the authors present a theory of color physics and color design, including the 12-hue color circle and the seven color contrasts. But they do not consider the effect of color mixing.