Depth Map Reconstruction Based on Features Formed by Descriptor of Stereo Color Pairs
- Autores: Kravchenko V.1, Ponomaryov V.2, Pustovoit V.3, Rosas-Miranda D.2
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Afiliações:
- Kotelnikov Institute of Radio Engineering and Electronics, Russian Academy of Sciences
- Instituto Politecnico Nacional
- Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences
- Edição: Volume 100, Nº 1 (2019)
- Páginas: 396-400
- Seção: Computer Science
- URL: https://journals.rcsi.science/1064-5624/article/view/225705
- DOI: https://doi.org/10.1134/S1064562419040069
- ID: 225705
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Resumo
An approach to depth map reconstruction from stereo pairs of color images in visualization of three-dimensional objects is proposed and substantiated for the first time. The approach makes use of a novel local image descriptor based on visual primitives and relations between them, namely, cocolority, coplanarity, distance, and angle. The new approach is compared with other well-known descriptors, such as DAISY and SID. Numerical experiments and an analysis and physical interpretation of their results obtained in the case of actual radiometric differences in the exposition or illumination of stereo image pairs have shown that the new approach is superior to other existing descriptors.
Sobre autores
V. Kravchenko
Kotelnikov Institute of Radio Engineering and Electronics, Russian Academy of Sciences
Email: vponomar@ipn.mx
Rússia, Moscow, 125009
V. Ponomaryov
Instituto Politecnico Nacional
Autor responsável pela correspondência
Email: vponomar@ipn.mx
México, Mexico, 04430
V. Pustovoit
Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences
Email: vponomar@ipn.mx
Rússia, Moscow, 117342
D. Rosas-Miranda
Instituto Politecnico Nacional
Email: vponomar@ipn.mx
México, Mexico, 04430