Detection of motion compensated frame interpolation via motion-aligned temporal difference
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DOI: 10.1007/s11042-018-6504-5
Abstract: Motion compensated frame interpolation (MCFI) is a special frame based video manipulation, which increases the temporal continuity of low frame rate videos by synthesizing new frames between successive frames. MCFI might also be used to… read more here.
Keywords: motion; mcfi; motion compensated; compensated frame ... See more keywords
Multi-Frame Pyramid Refinement Network for Video Frame Interpolation
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DOI: 10.1109/access.2019.2940510
Abstract: Video frame interpolation aims at synthesizing new video frames in-between existing frames to generate higher frame rate video. Current methods usually use two adjacent frames to generate intermediate frames, but sometimes fail to handle challenges… read more here.
Keywords: video; frame; multi frame; frame interpolation ... See more keywords
Video Frame Interpolation Based on Symmetric and Asymmetric Motions
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DOI: 10.1109/access.2023.3252911
Abstract: Video frame interpolation is the task to synthesize intermediate frames between consecutive frames to increase the frame rate. Recently, various deep-learning techniques have been proposed to interpolate intermediate frames more reliably. However, many existing methods… read more here.
Keywords: video frame; interpolation; symmetric asymmetric; intermediate frames ... See more keywords
Phase Optimized Computer-Generated Holographic Video Calculation With Frame Interpolation Using Gradient Descent Algorithm
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DOI: 10.1109/access.2024.3491223
Abstract: Computer-generated holography (CGH) has been anticipated in augmented reality (AR) field since it can fully provide multi-depth 3D information to users. As the gradient descent algorithms have been developed and intensively applied to the holography,… read more here.
Keywords: gradient descent; frame interpolation; generated holographic; computer generated ... See more keywords
Parameter Reduction of Kernel-Based Video Frame Interpolation Methods Using Multiple Encoders
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"
DOI: 10.1109/jetcas.2024.3395418
Abstract: Video frame interpolation synthesises a new frame from existing frames. Several approaches have been devised to handle this core computer vision problem. Kernel-based approaches use an encoder-decoder architecture to extract features from the inputs and… read more here.
Keywords: kernel based; frame interpolation; approach; frame ... See more keywords
Progressive Motion Context Refine Network for Efficient Video Frame Interpolation
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DOI: 10.1109/lsp.2022.3221350
Abstract: Recently, flow-based frame interpolation methods have achieved great success by first modeling optical flow between target and input frames, and then building synthesis network for target frame generation. However, above cascaded architecture can lead to… read more here.
Keywords: network; motion; interpolation; context ... See more keywords
Video Frame Interpolation With Learnable Uncertainty and Decomposition
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DOI: 10.1109/lsp.2022.3232277
Abstract: Video frame interpolation can flexibly increase the temporal resolution of low frame-rate videos by generating the missing intermediate frames at any time. Existing methods generally train a renderer to predict rgb frames based on estimated… read more here.
Keywords: uncertainty; frame; video frame; decomposition ... See more keywords
Fine-Grained Motion Estimation for Video Frame Interpolation
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DOI: 10.1109/tbc.2020.3028323
Abstract: Recent advances in video frame interpolation have shown that convolutional neural networks combined with optical flow are capable of producing a high-quality intermediate frame between two consecutive input frames in most scenes. However, existing methods… read more here.
Keywords: video frame; grained motion; frame interpolation; fine grained ... See more keywords
Video Frame Interpolation via Generalized Deformable Convolution
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3052419
Abstract: Video frame interpolation aims at synthesizing intermediate frames from nearby source frames while maintaining spatial and temporal consistencies. The existing deep-learning-based video frame interpolation methods can be roughly divided into two categories: flow-based methods and… read more here.
Keywords: video frame; based methods; frame interpolation;
Delay-Optimized Multi-User VR Streaming via End-Edge Collaborative Neural Frame Interpolation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2023.3296511
Abstract: In this article, with the objective of significantly increasing the frame rate of virtual reality (VR) videos, we design an efficient end-edge collaborative VR streaming system which consists of three modules: frame similarity analysis, offloading… read more here.
Keywords: end; end edge; delay; frame ... See more keywords
Test-Time Adaptation for Video Frame Interpolation via Meta-Learning.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3129819
Abstract: Video frame interpolation is a challenging problem that involves various scenarios depending on the variety of foreground and background motions, frame rate, and occlusion. Therefore, generalizing across different scenes is difficult for a single network… read more here.
Keywords: test time; frame interpolation; video frame;