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The view synthesis problem--generating novel views of a scene from known imagery--has garnered recent attention due in part to compelling applications in virtual and augmented reality.
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Portrait mode on the Pixel 2 and Pixel 2 XL smartphones
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Ceres Solver
Sameer Agarwal, Keir Mierle, and Others. 2016 · 2016
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Portrait mode now available on iPhone 7 Plus with iOS 10.1
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Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016 · 2016
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Generating images with perceptual similarity metrics based on deep networks. In NIPS
Alexey Dosovitskiy and Thomas Brox. 2016 · 2016
Cited alongside, same era.
DeepStereo: Learning to Predict New Views From the World’s Imagery. In CVPR
John Flynn, Ivan Neulander, James Philbin, and Noah Snavely. 2016 · 2016
Cited alongside, same era.
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue. In ECCV
Ravi Garg and Ian Reid. 2016 · 2016
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Casual 3D Photography. In Proc. SIGGRAPH Asia
Peter Hedman, Suhib Alsisan, Richard Szeliski, and Johannes Kopf. 2017 · 2017
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3DTV at Home: Eulerian-Lagrangian Stereo-to-Multiview Conversion. In Proc. SIGGRAPH
Petr Kellnhofer, Piotr Didyk, Szu-Po Wang, Pitchaya Sitthi-Amorn, William Freeman, Fredo Durand, and Wojciech Matusik. 2017 · 2017
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Video Frame Synthesis Using Deep Voxel Flow. In ICCV
Ziwei Liu, Raymond Yeh, Xiaoou Tang, Yiming Liu, and Aseem Agarwala. 2017 · 2017
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Soft 3D Reconstruction for View Synthesis. In Proc. SIGGRAPH Asia
Eric Penner and Li Zhang. 2017 · 2017
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Learning to Synthesize a 4D RGBD Light Field from a Single Image. In ICCV
Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, and Ren Ng. 2017 · 2017
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Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency. In CVPR
Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros, and Jitendra Malik. 2017 · 2017
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Sfm-net: Learning of structure and motion from video
Sudheendra Vijayanarasimhan, Susanna Ricco, Cordelia Schmid, Rahul Sukthankar, and Katerina Fragkiadaki. 2017 · 2017
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Multiplane camera
Wikipedia. 2017 · 2017
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Unsupervised learning of depth and ego-motion from video. In CVPR
Tinghui Zhou, Matthew Brown, Noah Snavely, and David Lowe. 2017 · 2017
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Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs
Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, and Alan L Yuille. 2018 · 2018
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Direct sparse odometry
Jakob Engel, Vladlen Koltun, and Daniel Cremers. 2018 · 2018
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The Unreasonable Effectiveness of Deep Networks as a Perceptual Metric. In CVPR
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Closest in time.