Reinforcement Learning-Based Power-Saving Algorithm for Video Traffics Considering Network Delay Jitter
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3201866
Abstract: Recent studies on energy efficiency and scheduling of power-saving mode have been considered as key technologies for reducing the energy consumption of device-to-device (D2D) communication. Wi-Fi Direct (P2P), one of the key protocols for D2D… read more here.
Keywords: power saving; power; video frame; video ... See more keywords
Video Frame Interpolation Based on Symmetric and Asymmetric Motions
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
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
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
Video Frame Interpolation With Learnable Uncertainty and Decomposition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
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
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Broadcasting"
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;
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;
SuperFast: 200× Video Frame Interpolation via Event Camera
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3224051
Abstract: Traditional frame-based video frame interpolation (VFI) methods rely on the linear motion assumption and brightness invariance assumption, which may lead to fatal errors confronting the scenarios with high-speed motions. To tackle the above challenge, inspired… read more here.
Keywords: mml; event; frame; video frame ... See more keywords
Video frame interpolation for high dynamic range sequences captured with dual‐exposure sensors
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14748
Abstract: Video frame interpolation (VFI) enables many important applications such as slow motion playback and frame rate conversion. However, one major challenge in using VFI is accurately handling high dynamic range (HDR) scenes with complex motion.… read more here.
Keywords: dynamic range; dual exposure; high dynamic; motion ... See more keywords
Video frame interpolation based on depthwise over-parameterized recurrent residual convolution
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.33.4.043036
Abstract: Abstract. To effectively address the challenges of large motions, complex backgrounds and large occlusions in videos, we introduce an end-to-end method for video frame interpolation based on recurrent residual convolution and depthwise over-parameterized convolution in… read more here.
Keywords: residual convolution; recurrent residual; convolution; depthwise parameterized ... See more keywords
Arbitrary Timestep Video Frame Interpolation with Time-Dependent Decoding
Sign Up to like & getrecommendations! Published in 2024 at "Mathematics"
DOI: 10.3390/math12020303
Abstract: Given an observed low frame rate video, video frame interpolation (VFI) aims to generate a high frame rate video, which has smooth video frames with higher frames per second (FPS). Most existing VFI methods often… read more here.
Keywords: video; frame interpolation; timestep; frame ... See more keywords