Constrained Palette-Space Exploration

Autor: Nicolas Mellado, Mathieu Brédif, Sidonie Christophe, Charlotte Hoarau, David Vanderhaeghe, Loïc Barthe
Přispěvatelé: Centre National de la Recherche Scientifique ( CNRS ), Institut de recherche en informatique de Toulouse ( IRIT ), Institut National Polytechnique [Toulouse] ( INP ) -Université Toulouse 1 Capitole ( UT1 ) -Université Toulouse - Jean Jaurès ( UT2J ) -Université Paul Sabatier - Toulouse 3 ( UPS ) -Centre National de la Recherche Scientifique ( CNRS ), Conception Objet et Généralisation de l'Information Topographique ( COGIT ), Institut National de l'Information Géographique et Forestière [IGN] ( IGN ), Méthodes d'Analyses pour le Traitement d'Images et la Stéréorestitution ( MATIS ), ANR-12-CORD-0025,MAPSTYLE,Représentations stylisées en cartographie ( 2012 ), Centre National de la Recherche Scientifique (CNRS), Structural Models and Tools in Computer Graphics (IRIT-STORM), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Cartographie et Géomatique (COGIT), Laboratoire des Sciences et Technologies de l'Information Géographique (LaSTIG), École nationale des sciences géographiques (ENSG), Institut National de l'Information Géographique et Forestière [IGN] (IGN)-Institut National de l'Information Géographique et Forestière [IGN] (IGN)-École nationale des sciences géographiques (ENSG), Institut National de l'Information Géographique et Forestière [IGN] (IGN)-Institut National de l'Information Géographique et Forestière [IGN] (IGN), Méthodes d'Analyses pour le Traitement d'Images et la Stéréorestitution (MATIS), Université Toulouse III - Paul Sabatier (UT3), ANR-12-CORD-0025,MAPSTYLE,Représentations stylisées en cartographie(2012)
Jazyk: angličtina
Rok vydání: 2017
Předmět:
Harmony (color)
Interactive Editing
Computer science
InformationSystems_INFORMATIONINTERFACESANDPRESENTATION(e.g.
HCI)

0211 other engineering and technologies
[INFO.INFO-MM]Computer Science [cs]/Multimedia [cs.MM]
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Color
020207 software engineering
02 engineering and technology
[ INFO.INFO-GR ] Computer Science [cs]/Graphics [cs.GR]
Color space
Computer Graphics and Computer-Aided Design
Space exploration
ACM: I.: Computing Methodologies/I.3: COMPUTER GRAPHICS
[INFO.INFO-GR]Computer Science [cs]/Graphics [cs.GR]
Relative luminance
Computer graphics (images)
Color cycling
ACM : I.: Computing Methodologies/I.3: COMPUTER GRAPHICS
0202 electrical engineering
electronic engineering
information engineering

Color wheel
021101 geological & geomatics engineering
ComputingMethodologies_COMPUTERGRAPHICS
[ INFO.INFO-MM ] Computer Science [cs]/Multimedia [cs.MM]
Zdroj: ACM Transactions on Graphics
ACM Transactions on Graphics, Association for Computing Machinery, 2017, 36 (4), pp.60. 〈10.1145/3072959.3073650〉
ACM Transactions on Graphics, Association for Computing Machinery, 2017, 36 (4), pp.60. ⟨10.1145/3072959.3073650⟩
ISSN: 0730-0301
1557-7368
DOI: 10.1145/3072959.3073650〉
Popis: Color palettes are widely used by artists to define colors of artworks and explore color designs. In general, artists select the colors of a palette by following a set of rules, e.g. contrast or relative luminance. Existing interactive palette exploration tools explore palette spaces following limited constraints defined as geometric configurations in color space e.g. harmony rules on the color wheel. Palette search algorithms sample palettes from color relations learned from an input dataset, however they cannot provide interactive user edits and palette refinement. We introduce in this work a new versatile formulation enabling the creation of constraint-based interactive palette exploration systems. Our technical contribution is a graph-based palette representation, from which we define palette exploration as a minimization problem that can be solved efficiently and provide real-time feedback. Based on our formulation, we introduce two interactive palette exploration strategies: constrained palette exploration, and for the first time, constrained palette interpolation. We demonstrate the performances of our approach on various application cases and evaluate how it helps users finding trade-offs between concurrent constraints.
Databáze: OpenAIRE