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- W3040783491 abstract "We propose a novel idea for depth estimation from multi-view image-pose pairs, where the model has capability to leverage information from previous latent-space encodings of the scene. This model uses pairs of images and poses, which are passed through an encoder--decoder model for disparity estimation. The novelty lies in soft-constraining the bottleneck layer by a nonparametric Gaussian process prior. We propose a pose-kernel structure that encourages similar poses to have resembling latent spaces. The flexibility of the Gaussian process (GP) prior provides adapting memory for fusing information from previous views. We train the encoder--decoder and the GP hyperparameters jointly end-to-end. In addition to a batch method, we derive a lightweight estimation scheme that circumvents standard pitfalls in scaling Gaussian process inference, and demonstrate how our scheme can run in real-time on smart devices." @default.
- W3040783491 created "2020-07-16" @default.
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- W3040783491 date "2019-04-12" @default.
- W3040783491 modified "2023-10-16" @default.
- W3040783491 title "Multi-View Stereo by Temporal Nonparametric Fusion" @default.
- W3040783491 doi "https://doi.org/10.48550/arxiv.1904.06397" @default.
- W3040783491 hasPublicationYear "2019" @default.
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