Depth Map Interpolation for Novel View Synthesis

This paper presents an algorithm for depth map interpolation used to generate novel views from multiple camera positions. We investigate both a traditional stereo-based approach with two cameras and extend it to a four-camera setup in a rectangular configuration, approximating placement at monitor corners, enabling view synthesis at any point within the rectangular field. Our method employs state-of-the-art neural networks for disparity computation, followed by a pipeline that adapts to both configurations.

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Publication Details

Published
2025-06-24
DOI
https://doi.org/10.1109/iwssip66997.2025.11151938
Primary Topic
Advanced Vision and Imaging
Type
article
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Depth Map Interpolation for Novel View Synthesis

Šimon Tibenský, Jurian Baas, Gregor Rozinaj, Marek Vančo et al.
Advanced Vision and Imaging
article

Depth Map Interpolation for Novel View Synthesis

Šimon Tibenský, Jurian Baas, Gregor Rozinaj, Marek Vančo, Jaroslav Venjarski
article en

Abstract

This paper presents an algorithm for depth map interpolation used to generate novel views from multiple camera positions. We investigate both a traditional stereo-based approach with two cameras and extend it to a four-camera setup in a rectangular configuration, approximating placement at monitor corners, enabling view synthesis at any point within the rectangular field. Our method employs state-of-the-art neural networks for disparity computation, followed by a pipeline that adapts to both configurations.

Slovak University of Technology in Bratislava (SK)
Openalex Percentile: Top 76%
Advanced Vision and Imaging
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