Utilize este identificador para referenciar este registo:
https://hdl.handle.net/10316/44984
Título: | Cross-Diffusion Systems for Image Processing: II. The Nonlinear Case | Autor: | Araújo, Adérito Barbeiro, Sílvia Cuesta, Eduardo Durán, Angel |
Data: | 2017 | Editora: | Springer | Projeto: | info:eu-repo/grantAgreement/FCT/5876/147205/PT | Título da revista, periódico, livro ou evento: | Journal of Mathematical Imaging and Vision | Volume: | 58 | Número: | 3 | Resumo: | In this paper we study the application of 2×2 nonlinear cross-diffusion systems as mathematical models of image filtering. These are systems of two nonlinear, coupled partial differential equations of parabolic type. The nonlinearity and cross-diffusion character are provided by a nondiagonal matrix of diffusion coefficients that depends on the variables of the system. We prove the well-posedness of an initial-boundary-value problem with Neumann boundary conditions and uniformly positive definite cross-diffusion matrix. Under additional hypotheses on the coefficients, the models are shown to satisfy the scale-space properties of shift, contrast, average grey and translational invariances. The existence of Lyapunov functions and the asymptotic behaviour of the solutions are also studied. According to the choice of the cross-diffusion matrix (on the basis of the results on filtering with linear cross-diffusion, discussed by the authors in a companion paper and the use of edge stopping functions ) the performance of the models is compared by computational means in a filtering problem. The numerical results reveal differences in the evolution of the filtering as well as in the quality of edge detection given by one of the components of the system, in terms of the cross-diffusion matrix. | URI: | https://hdl.handle.net/10316/44984 | DOI: | 10.1007/s10851-017-0721-9 10.1007/s10851-017-0721-9 |
Direitos: | embargoedAccess |
Aparece nas coleções: | I&D CMUC - Artigos em Revistas Internacionais |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
---|---|---|---|---|
AraujoBarbeiroCuestaDuran20172.pdf | 10.01 MB | Adobe PDF | Ver/Abrir |
Citações SCOPUSTM
5
Visto em 23/set/2024
Citações WEB OF SCIENCETM
10
5
Visto em 2/out/2024
Visualizações de página 50
582
Visto em 1/out/2024
Downloads
224
Visto em 1/out/2024
Google ScholarTM
Verificar
Altmetric
Altmetric
Todos os registos no repositório estão protegidos por leis de copyright, com todos os direitos reservados.