Depth-Aware Image Compositing Model for Parallax Camera Motion Blur

نویسندگان

چکیده

Camera motion introduces spatially varying blur due to the depth changes in 3D world. This work investigates scene configurations where such is produced under parallax camera motion. We present a simple, yet accurate, Image Compositing Blur (ICB) model for depth-dependent blur. The (forward) produces realistic from single image, map, and trajectory. Furthermore, we utilize ICB model, combined with coordinate-based MLP, learn sharp neural representation blurred input. Experimental results are reported synthetic real examples. verify that forward computationally efficient blur, despite lack of occlusion information. Additionally, our method restoring proves be competitive approach deblurring task.

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ژورنال

عنوان ژورنال: Lecture Notes in Computer Science

سال: 2023

ISSN: ['1611-3349', '0302-9743']

DOI: https://doi.org/10.1007/978-3-031-31435-3_19