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A Streaming Volumetric Image Generation Framework for Development and Evaluation of Out-of-Core Methods. (arXiv:2112.09809v2 [cs.CV] UPDATED)
May 5, 2022, 1:10 a.m. | Dominik Drees, Xiaoyi Jiang
cs.CV updates on arXiv.org arxiv.org
Advances in 3D imaging technology in recent years have allowed for
increasingly high resolution volumetric images of large specimen. The resulting
datasets of hundreds of Gigabytes in size call for new scalable and memory
efficient approaches in the field of image processing, where some progress has
been made already. At the same time, quantitative evaluation of these new
methods is difficult both in terms of the availability of specific data sizes
and in the generation of associated ground truth data. …
arxiv cv development evaluation framework generation image image generation streaming
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