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title
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image
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Project Page for Infinite Nature: Perpetual View Generation
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author
Andrew
updated
2025-12-19 17:38:56
raw text
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image Andrew Liu * Richard Tucker * Varun Jampani Ameesh Makadia Noah Snavely Angjoo Kanazawa Google Research ICCV 2021 (Oral) [Colab Demo] [Github] Input Generated Video Abstract We introduce the problem of perpetual view generation —long-range generation of novel views corresponding to an arbitrarily long camera trajectory given a single image. This is a challenging problem that goes far beyond the capabilities of current view synthesis methods, which work for a limited range of viewpoints and quickly degenerate when presented with a large camera motion. Methods designed for video generation also have limited ability to produce long video sequences and are often agnostic to scene geometry. We take a hybrid approach that integrates both geometry and image synthesis in an iterative ...
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