About

The goal of Video Frame Interpolation is to synthesize several frames in the middle of two adjacent frames of the original video. Video Frame Interpolation can be applied to generate slow motion video, increase video frame rate, and frame recovery in video streaming.

Source: Reducing the X-ray radiation exposure frequency in cardio-angiography via deep-learning based video interpolation

Benchmarks

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Datasets

Latest papers without code

Efficient Space-time Video Super Resolution using Low-Resolution Flow and Mask Upsampling

12 Apr 2021

Input LR frames are super-resolved using a state-of-the-art Video Super-Resolution method.

VIDEO FRAME INTERPOLATION VIDEO SUPER-RESOLUTION

Distributed Video Adaptive Block Compressive Sensing

1 Apr 2021

At the decoder, we exploit temporal correlation by using video frame interpolation and temporal differential pulse code modulation.

COMPRESSIVE SENSING VIDEO FRAME INTERPOLATION

The U-Net based GLOW for Optical-Flow-free Video Interframe Generation

17 Mar 2021

Through experiments, we \sam {confirmed the feasibility of the proposed algorithm and would like to suggest the U-Net based Generative Flow as a new possibility for baseline in video frame interpolation.

OCCLUSION HANDLING OPTICAL FLOW ESTIMATION VIDEO FRAME INTERPOLATION

Texture-aware Video Frame Interpolation

26 Feb 2021

Our study shows that video texture has significant impact on the performance of frame interpolation models and it is beneficial to have separate models specifically adapted to these texture classes, instead of training a single model that tries to learn generic motion.

TEXTURE CLASSIFICATION VIDEO COMPRESSION VIDEO FRAME INTERPOLATION

Temporal Spatial-Adaptive Interpolation with Deformable Refinement for Electron Microscopic Images

17 Jan 2021

The TSA interpolation module aggregates temporal contexts and then adaptively samples the spatial-related features with the proposed residual spatial adaptive block.

OPTICAL FLOW ESTIMATION VIDEO FRAME INTERPOLATION

Revisiting Adaptive Convolutions for Video Frame Interpolation

2 Nov 2020

Video frame interpolation, the synthesis of novel views in time, is an increasingly popular research direction with many new papers further advancing the state of the art.

IMAGE DENOISING VIDEO FRAME INTERPOLATION VIDEO PREDICTION

Reducing the X-ray radiation exposure frequency in cardio-angiography via deep-learning based video interpolation

1 Jun 2020

With the help of this technology, doctors can significantly reduce exposure frequency and intensity of the X-ray during coronary angiography.

VIDEO FRAME INTERPOLATION

Convolutional Neural Networks vs. Deformable Image Registration For Medical Slice Interpolation

28 Apr 2020

Here, a deformable registration-based method specifically designed for medical applications and a learning-based method, trained for video frame interpolation, are considered.

IMAGE REGISTRATION VIDEO FRAME INTERPOLATION

Physical Integrity Attack Detection of Surveillance Camera with Deep Learning Based Video Frame Interpolation

15 Jun 2019

Surveillance cameras, which is a form of Cyber Physical System, are deployed extensively to provide visual surveillance monitoring of activities of interest or anomalies.

VIDEO FRAME INTERPOLATION