Drone Time-Lapse Upscaling: 3-Step Temporal vs Single-Pass 4x

A fixed frame-and-zoom check compares a 3-step temporal pipeline with optical flow and fusion to a single-pass 4x upscale for sharper drone time-lapse footage. Independent technical note mirroring the canonical version: https://ai-videoupscale.com/blog/drone-time-lapse-upscaling-3-step-temporal-vs-single-pass-4x.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-27
DOI
https://doi.org/10.5281/zenodo.23717282
Primary Topic
Advanced Image Processing Techniques
Type
preprint
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preprint

Drone Time-Lapse Upscaling: 3-Step Temporal vs Single-Pass 4x

Marcus Vance
Zenodo (CERN European Organization for Nuclear Research)
Advanced Image Processing Techniques
preprint

Drone Time-Lapse Upscaling: 3-Step Temporal vs Single-Pass 4x

Marcus Vance
preprint en

Abstract

A fixed frame-and-zoom check compares a 3-step temporal pipeline with optical flow and fusion to a single-pass 4x upscale for sharper drone time-lapse footage. Independent technical note mirroring the canonical version: https://ai-videoupscale.com/blog/drone-time-lapse-upscaling-3-step-temporal-vs-single-pass-4x.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Advanced Image Processing Techniques
DOIOpen Access PDFOpenAlex
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Drone Time-Lapse Upscaling: 3-Step Temporal vs Single-Pass 4x — Marcus Vance · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS