Temporally Coherent General Dynamic Scene Reconstruction
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DOI: 10.1007/s11263-020-01367-2
Abstract: Existing techniques for dynamic scene reconstruction from multiple wide-baseline cameras primarily focus on reconstruction in controlled environments, with fixed calibrated cameras and strong prior constraints. This paper introduces a general approach to obtain a 4D… read more here.
Keywords: reconstruction; dynamic scene; scene reconstruction; scene ... See more keywords
Dynamic Scene Video Deblurring Using Robust Incremental Weighted Fourier Aggregation
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DOI: 10.1109/lsp.2021.3097239
Abstract: Motion blur is an inevitable problem when shooting a video in motion, and it will cause serious degradation of images. In this letter, we propose a new robust incremental weighted Fourier aggregation algorithm for dynamic… read more here.
Keywords: weighted fourier; fourier aggregation; robust incremental; dynamic scene ... See more keywords
Long-Short-Term Features for Dynamic Scene Classification
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DOI: 10.1109/tcsvt.2018.2823360
Abstract: Dynamic scene classification has been extensively studied in computer vision due to its widespread applications. The key to dynamic scene classification lies in jointly characterizing spatial appearance and temporal dynamics to achieve informative representation, which… read more here.
Keywords: dynamic scene; scene classification; short term; features dynamic ... See more keywords
A Super Descriptor Tensor Decomposition for Dynamic Scene Recognition
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DOI: 10.1109/tcsvt.2018.2825784
Abstract: This paper presents a new approach for dynamic scene recognition based on a super descriptor tensor decomposition. Recently, local feature extraction based on dense trajectories has been used for modeling motion. However, dense trajectories usually… read more here.
Keywords: super descriptor; tensor; dynamic scene; scene recognition ... See more keywords
Object-Aware Ghost Identification and Elimination for Dynamic Scene Mosaic
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DOI: 10.1109/tcsvt.2021.3093039
Abstract: Composite ghost is a common phenomenon that widely exists in dynamic scene image mosaic and significantly affects the naturalness of mosaic. To remove the ghost effectively and produce visually natural mosaic, we propose a novel… read more here.
Keywords: dynamic scene; ghost; ghost identification; composite ghost ... See more keywords
Deep Ranking Exemplar-Based Dynamic Scene Deblurring
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3142518
Abstract: Dynamic scene deblurring is a challenging problem as it is difficult to be modeled mathematically. Benefiting from the deep convolutional neural networks, this problem has been significantly advanced by the end-to-end network architectures. However, the… read more here.
Keywords: scene deblurring; dynamic scene; deep ranking; network ... See more keywords
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2023.3247082
Abstract: Visually exploring in a real-world 4D spatiotemporal space freely in VR has been a long-term quest. The task is especially appealing when only a few or even single RGB cameras are used for capturing the… read more here.
Keywords: streamable dynamic; dynamic scene; decomposed neural; nerfplayer streamable ... See more keywords