视频插帧（Video Frame interpolation）论文及源码
视频插帧论文列表（含Code）
蓝色突出表示热门方法
CCF A
AAAI
2019
CyclicGen：Deep Video Frame Interpolation Using Cyclic Frame Generation [code]
2020
Channel Attention Is All You Need for Video Frame Interpolation [code]
FISR： Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss [code]
Video Frame Interpolation via Deformable Separable Convolution
ACM Transactions on Graphics
2020
Deep Iterative Frame Interpolation for Full-frame Video Stabilization [code]
CVPR
2015
Phase-based frame interpolation for video [code]
2017
Video Frame Interpolation via Adaptive Convolution
2018
CtxSyn：Context-Aware Synthesis for Video Frame Interpolation
PhaseNet for Video Frame Interpolation [code]
Super SloMo：High Quality Estimation of Multiple Intermediate Frames for Video Interpolation [code]
2019
DAIN：Depth-Aware Video Frame Interpolation [code]
IM-Net for High Resolution Video Frame Interpolation
Zoom-In-To-Check：Boosting Video Interpolation via Instance-Level Discrimination
2020
AdaCoF： Adaptive Collaboration of Flows for Video Frame Interpolation [code]
Blurry Video Frame Interpolation [code]
Scene-Adaptive Video Frame Interpolation via Meta-Learning [code]
Softmax Splatting for Video Frame Interpolation [code]
Zooming Slow-Mo： Fast and Accurate One-Stage Space-Time Video Super-Resolution [code]
FeatureFlow：Robust Video Interpolation via Structure-to-Texture Generation [code]
ICCV
2017
SepConv：Video Frame Interpolation via Adaptive Separable Convolution [code]
DVF：Video frame synthesis using deep voxel flow
2019
Unsupervised Video Interpolation Using Cycle Consistency [code]
IEEE Transactions on Image Processing
2018
HEVC-EPIC：Fast Optical Flow Estimation From Coded Video via Edge-Preserving Interpolation
IEEE Transactions on Pattern Analysis and Machine Intelligence
2020
Deep Slow Motion Video Reconstruction With Hybrid Imaging System [code]
MEMC-Net： Motion Estimation and Motion Compensation Driven Neural Network for Video Frame Interpolation and Enhancement [code]
A Temporally-Aware Interpolation Network for Video Frame Inpainting
International Journal of Computer Vision
2019
TOFlow：Video Enhancement with Task-Oriented Flow [code]
2020
SceneFlowFields++：Multi-frame Matching, Visibility Prediction, and Robust Interpolation for Scene Flow Estimation
NeurIPS
2019
Quadratic Video Interpolation
2020
Video Frame Interpolation without Temporal Priors [code]
ACM MM
2020
ALANET： Adaptive Latent Attention Network for Joint Video Deblurring and Interpolation
CCF B
ECCV
2020
A Flexible Recurrent Residual Pyramid Network for Video Frame Interpolation
All at Once：Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling
BMBC：Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation
Enhanced Quadratic Video Interpolation(Workshop)
Learning Event-Driven Video Deblurring and Interpolation
DCC（Data Compression Conference）
2018
Co-located Reference Frame Interpolation Using Optical Flow Estimation for Video Compression
2019
Deep Frame Interpolation for Video Compression
GeoInformatica
2018
Frame Interpolation Using Deep Pyramid Flow
ICASSP
2020
Video Frame Interpolation via Residue Refinement
Video Frame Interpolation Via Exceptional Motion-Aware Synthesis
Motion Feedback Design for Video Frame Interpolation
ICME
2020
Angularly Consistent Light Field Video Interpolation
2019
Continuous Bidirectional Optical Flow for Video Frame Sequence Interpolation
IEEE Transactions on Circuits and Systems for Video Technology
2020
A Multi-Scale Position Feature Transform Network for Video Frame Interpolation
2019
Robust Localization of Interpolated Frames by Motion-Compensated Frame Interpolation Based on an Artifact Indicated Map and Tchebichef Moments
Temporal Frame Interpolation With Motion-Divergence-Guided Occlusion Handling
Triple-Frame-Based Bi-Directional Motion Estimation for Motion-Compensated Frame Interpolation
CCF C
ACCV
2018
A Temporally-Aware Interpolation Network for Video Frame Inpainting
ICIP
2018
GPU Based Motion-Compensated Frame Interpolation Acceleration for Future Video Coding
Motion Compensated Frame Interpolation of Occlusion and Motion Ambiguity Regions Using Color-Plus-Depth Information
2019
Frame Interpolation Using Phase and Amplitude Feature Pyramids
Lap-Based Video Frame Interpolation
Optical Flow Based Line Drawing Frame Interpolation Using Distance Transform to Support Inbetweenings
Neurocomputing
2017
Video interpolation using optical flow and Laplacian smoothness
非 CCF
EURASIP Journal on Image and Video Processing
Variational Approach for Capsule Video Frame Interpolation
IEEE ACCESS
Multi-Scale Attention Generative Adversarial Networks for Video Frame Interpolation
Residual Learning of Video Frame Interpolation Using Convolutional LSTM
Multi-Frame Pyramid Refinement Network for Video Frame Interpolation
FI-Net：A Lightweight Video Frame Interpolation Network Using Feature-Level Flow