Stereo occlusion enhancement by the use of semantic information and monocular depth estimation

Ricardo Oliva-García; Miguel Jiménez-Gomis; Daniel Paz-Marcos; Miriam Velasco-Ocaña; Juan M. Trujillo-Sevilla; José Manuel Rodríguez-Ramos

doi:10.1364/3D.2022.3Tu5A.8

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP)
Technical Digest Series (Optica Publishing Group, 2022),
paper 3Tu5A.8
•https://doi.org/10.1364/3D.2022.3Tu5A.8

Stereo occlusion enhancement by the use of semantic information and monocular depth estimation

Ricardo Oliva-García, Miguel Jiménez-Gomis, Daniel Paz-Marcos, Miriam Velasco-Ocaña, Juan M. Trujillo-Sevilla, and José Manuel Rodríguez-Ramos

3D Image Acquisition and Display: Technology, Perception and Applications 2022

Vancouver, British Columbia Canada
11–15 July 2022
ISBN: 978-1-957171-09-8

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3D Sensing and Processing (3Tu5A)

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R. Oliva-García, M. Jiménez-Gomis, D. Paz-Marcos, M. Velasco-Ocaña, J. M. Trujillo-Sevilla, and J. M. Rodríguez-Ramos, "Stereo occlusion enhancement by the use of semantic information and monocular depth estimation," in Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP), Technical Digest Series (Optica Publishing Group, 2022), paper 3Tu5A.8.

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Abstract

Stereoscopic techniques have the disadvantage of occlusions in the mismatched pixels between images. Monocular depth estimation together with semantic features is pro posed to improve the depth map at non-coincident areas.

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