A generic tool for interactive complex image editing

Cambra, Ana B. ; Murillo, Ana C. (Universidad de Zaragoza) ; Muñoz, Adolfo (Universidad de Zaragoza)

Resumen: Plenty of complex image editing techniques require certain per-pixel property or magnitude to be known, e.g., simulating depth of field effects requires a depth map. This work presents an efficient interaction paradigm that approximates any per-pixel magnitude from a few user strokes by propagating the sparse user input to each pixel of the image. The propagation scheme is based on a linear least-squares system of equations which represents local and neighboring restrictions over superpixels. After each user input, the system responds immediately, propagating the values and applying the corresponding filter. Our interaction paradigm is generic, enabling image editing applications to run at interactive rates by changing just the image processing algorithm, but keeping our proposed propagation scheme. We illustrate this through three interactive applications: depth of field simulation, dehazing and tone mapping.

Idioma: Inglés

DOI: 10.1007/s00371-017-1422-5

Año: 2017

Publicado en: VISUAL COMPUTER 34, 11 (2017), 1493-1505
ISSN: 0178-2789

Factor impacto JCR: 1.036 (2017)

Categ. JCR: COMPUTER SCIENCE, SOFTWARE ENGINEERING rank: 67 / 104 = 0.644 (2017) - Q3 - T2

Factor impacto SCIMAGO: 0.401 - Computer Graphics and Computer-Aided Design (Q2) - Software (Q2) - Computer Vision and Pattern Recognition (Q2)

Financiación: info:eu-repo/grantAgreement/ES/DGA/T04
Financiación: info:eu-repo/grantAgreement/EC/H2020/682080/EU/Intuitive editing of visual appearance from real-world datasets/CHAMELEON
Financiación: info:eu-repo/grantAgreement/ES/MINECO/DPI2015-65962-R
Financiación: info:eu-repo/grantAgreement/ES/MINECO-FEDER/DPI2015-69376-R

Tipo y forma: Article (PostPrint)

Área (Departamento): Área Ingen.Sistemas y Automát. (Dpto. Informát.Ingenie.Sistms.)
Área (Departamento): Área Lenguajes y Sistemas Inf. (Dpto. Informát.Ingenie.Sistms.)