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• W4319301056 abstract "In this paper, we propose the first-ever real benchmark thought for evaluating Neural Radiance Fields (NeRFs) and, in general, Neural Rendering (NR) frameworks. We design and implement an effective pipeline for scanning real objects in quantity and effortlessly. Our scan station is built with less than 500$ hardware budget and can collect roughly 4000 images of a scanned object in just 5 minutes. Such a platform is used to build ScanNeRF, a dataset characterized by several train/val/test splits aimed at benchmarking the performance of modern NeRF methods under different conditions. Accordingly, we evaluate three cuttingedge NeRF variants on it to highlight their strengths and weaknesses. The dataset is available on our project page, together with an online benchmark to foster the development of better and better NeRFs." @default.
• W4319301056 created "2023-02-07" @default.
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• W4319301056 date "2023-01-01" @default.
• W4319301056 modified "2023-09-27" @default.
• W4319301056 title "ScanNeRF: a Scalable Benchmark for Neural Radiance Fields" @default.
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• W4319301056 doi "https://doi.org/10.1109/wacv56688.2023.00088" @default.
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