“View Synthesis In Casually Captured Scenes Using a Cylindrical Neural Radiance Field With Exposure Compensation” by Khademi and Ventura
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Entry Number: 14
Title:
- View Synthesis In Casually Captured Scenes Using a Cylindrical Neural Radiance Field With Exposure Compensation
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Abstract:
We extend Neural Radiance Fields (NeRF) with a cylindrical parameterization that enables rendering photorealistic novel views of 360◦ outward facing scenes. We further introduce a learned exposure compensation parameter to account for the varying exposure in training images that may occur from casually capturing a scene.We evaluate our method on a variety of 360◦ casually captured scenes.
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