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Novel View Synthesis

4 papers with code · Computer Vision

Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.

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Greatest papers with code

Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines

2 May 2019Fyusion/LLFF

We present a practical and robust deep learning solution for capturing and rendering novel views of complex real world scenes for virtual exploration.

NOVEL VIEW SYNTHESIS

Multi-view to Novel view: Synthesizing Novel Views with Self-Learned Confidence

Proceedings of the 15th European Conference on Computer Vision, 2018 shaohua0116/Multiview2Novelview

We address the task of multi-view novel view synthesis, where we are interested in synthesizing a target image with an arbitrary camera pose from given source images.

NOVEL VIEW SYNTHESIS

Transformable Bottleneck Networks

13 Apr 2019kyleolsz/TB-Networks

We propose a novel approach to performing fine-grained 3D manipulation of image content via a convolutional neural network, which we call the Transformable Bottleneck Network (TBN).

3D RECONSTRUCTION NOVEL VIEW SYNTHESIS

Cross-Domain 3D Equivariant Image Embeddings

6 Dec 2018machc/spherical_embeddings

This embedding encodes images with 3D shape properties and is equivariant to 3D rotations of the observed object.

NOVEL VIEW SYNTHESIS POSE ESTIMATION