Video Frame Interpolation
21개 벤치마크 · 논문 229편 · 이 태스크의 논문 보기 →
Benchmarks
Vimeo90K
X4K1000FPS
UCF101
Middlebury
SNU-FILM (easy)
SNU-FILM (extreme)
SNU-FILM (hard)
SNU-FILM (medium)
Vid4 - 4x upscaling
X4K1000FPS-2K
Xiph-2K
LAVIB
Xiph-4k
DAVIS
GoPro
ATD-12K
Nvidia Dynamic Scene
VFITex
Xiph 4k
Xiph-4K (Crop)
Most implemented
RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation
Video Frame Interpolation via Adaptive Separable Convolution
Depth-Aware Video Frame Interpolation
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation
Video Enhancement with Task-Oriented Flow
AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation
Papers
Following Motion for Sequential Modeling in Video Frame Interpolation
State Space Models (SSMs) have surfaced as a promising architecture in Video Frame Interpolation (VFI), as they can capture long-range dependencies with linear computational complexity. However, their predefined scanning…
Video Frame InterpolationSNM-VFI: Symmetric Nonlinear Motion-Guided Generative Video Frame Interpolation
We propose Symmetric Nonlinear Motion-guided Generative Video Frame Interpolation (SNM-VFI), a training-free framework for motion-controllable generative video frame interpolation with pre-trained optical flow and video …
Video Frame InterpolationMASS: Motion-Aligned Selective Scan for Refinement in Flow-Based Video Frame Interpolation
Video frame interpolation (VFI) remains a challenging task, particularly when dealing with large, non-linear motions and complex occlusions. While flow-based methods are prevalent, they often struggle with ambiguous corr…
Video Frame InterpolationUniRED: Unified RGB-D Video Frame Interpolation with Event Guidance
High frame-rate RGB-D videos are crucial for a variety of downstream tasks, including motion analysis, dynamic scene understanding, and 3D reconstruction. However, due to hardware and sensing constraints, practical RGB-D…
Video Frame InterpolationScene Understanding3D ReconstructionDeep Slice Interpolation for Reducing Through-Plane Anisotropy and Noise in Head CT
Head computed tomography (CT) typically uses sub-millimeter in-plane resolution but 2-5 mm through-plane spacing, creating substantial anisotropy that degrades multiplanar reconstructions, volumetric measurements such as…
Video Frame InterpolationDiffST: Spatiotemporal-Aware Diffusion for Real-World Space-Time Video Super-Resolution
Diffusion-based models have shown strong performance in video super-resolution (VSR) and video frame interpolation (VFI). However, their role in the coupled space-time video super-resolution (STVSR) setting remains limit…
Space-time Video Super-resolutionVideo Frame Interpolation