Video frame interpolation: A comprehensive survey

J Dong, K Ota, M Dong - ACM Transactions on Multimedia Computing …, 2023 - dl.acm.org
Video Frame Interpolation (VFI) is a fascinating and challenging problem in the computer
vision (CV) field, aiming to generate non-existing frames between two consecutive video …

Extracting motion and appearance via inter-frame attention for efficient video frame interpolation

G Zhang, Y Zhu, H Wang, Y Chen… - Proceedings of the …, 2023 - openaccess.thecvf.com
Effectively extracting inter-frame motion and appearance information is important for video
frame interpolation (VFI). Previous works either extract both types of information in a mixed …

Ifrnet: Intermediate feature refine network for efficient frame interpolation

L Kong, B Jiang, D Luo, W Chu… - Proceedings of the …, 2022 - openaccess.thecvf.com
Prevailing video frame interpolation algorithms, that generate the intermediate frames from
consecutive inputs, typically rely on complex model architectures with heavy parameters or …

Real-time intermediate flow estimation for video frame interpolation

Z Huang, T Zhang, W Heng, B Shi, S Zhou - European Conference on …, 2022 - Springer
Real-time video frame interpolation (VFI) is very useful in video processing, media players,
and display devices. We propose RIFE, a Real-time Intermediate Flow Estimation algorithm …

Video frame interpolation with transformer

L Lu, R Wu, H Lin, J Lu, J Jia - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
Video frame interpolation (VFI), which aims to synthesize intermediate frames of a video, has
made remarkable progress with development of deep convolutional networks over past …

Film: Frame interpolation for large motion

F Reda, J Kontkanen, E Tabellion, D Sun… - … on Computer Vision, 2022 - Springer
We present a frame interpolation algorithm that synthesizes an engaging slow-motion video
from near-duplicate photos which often exhibit large scene motion. Near-duplicates …

Asymmetric bilateral motion estimation for video frame interpolation

J Park, C Lee, CS Kim - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
We propose a novel video frame interpolation algorithm based on asymmetric bilateral
motion estimation (ABME), which synthesizes an intermediate frame between two input …

Softmax splatting for video frame interpolation

S Niklaus, F Liu - Proceedings of the IEEE/CVF conference …, 2020 - openaccess.thecvf.com
Differentiable image sampling in the form of backward warping has seen broad adoption in
tasks like depth estimation and optical flow prediction. In contrast, how to perform forward …

Bmbc: Bilateral motion estimation with bilateral cost volume for video interpolation

J Park, K Ko, C Lee, CS Kim - … Conference, Glasgow, UK, August 23–28 …, 2020 - Springer
Video interpolation increases the temporal resolution of a video sequence by synthesizing
intermediate frames between two consecutive frames. We propose a novel deep-learning …

Channel attention is all you need for video frame interpolation

M Choi, H Kim, B Han, N Xu, KM Lee - … of the AAAI Conference on Artificial …, 2020 - aaai.org
Prevailing video frame interpolation techniques rely heavily on optical flow estimation and
require additional model complexity and computational cost; it is also susceptible to error …