Research map / Video / Video segmentation and tracking
Motion-blurred Video Interpolation and Extrapolation
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use joint motion-based interpolation and extrapolation rather than Jin-SloMo | motion-blurred video interpolation · GoPro | PSNR: 30.321 -> 32.202 | Helped |
| Use joint motion-based interpolation and extrapolation rather than Jin-SloMo | motion-blurred video interpolation · Sony RX V | PSNR: 29.267 -> 31.019 | Helped |
| Use the proposed model rather than SRN | middle frame deblurring · GoPro | PSNR: 33.382 -> 32.994 | Hurt |
| Use the proposed model rather than SRN | middle frame deblurring · Sony RX V | PSNR: 30.827 -> 31.650 | Helped |
| Add optical flow estimation (ablation) | motion-blurred interpolation · GoPro | PSNR: 29.509 -> 32.202 | Helped |
| Add optical flow estimation (ablation) | motion-blurred interpolation · Sony RX V | PSNR: 28.316 -> 31.019 | Helped |
| Apply the flow-based temporal ordering fix when flow estimation is removed (ablation) | no-flow model · GoPro | PSNR: 29.509 -> 30.219 | Helped |
| Apply the flow-based temporal ordering fix when flow estimation is removed (ablation) | no-flow model · Sony RX V | PSNR: 28.316 -> 29.163 | Helped |
| Add motion decoders to refine STN-transformed features with local motion (ablation) | motion-blurred interpolation · GoPro | PSNR: 28.789 -> 32.202 | Helped |
| Add motion decoders to refine STN-transformed features with local motion (ablation) | motion-blurred interpolation · Sony RX V | PSNR: 27.467 -> 31.019 | Helped |
| Add STNs to motion decoders to model global motion (ablation) | motion-blurred interpolation · GoPro | PSNR: 31.317 -> 32.202 | Helped |
| Add STNs to motion decoders to model global motion (ablation) | motion-blurred interpolation · Sony RX V | PSNR: 30.125 -> 31.019 | Helped |
Closest papers by meaning
- Joint Video Multi-Frame Interpolation and Deblurring Under Unknown Exposure Time (CVPR 2023 · similarity 0.90)
- Unifying Motion Deblurring and Frame Interpolation With Events (CVPR 2022 · similarity 0.89)
- Blurry Video Frame Interpolation (CVPR 2020 · similarity 0.89)
- Event-Based Frame Interpolation With Ad-Hoc Deblurring (CVPR 2023 · similarity 0.89)
- Explicit Depth-Aware Blurry Video Frame Interpolation Guided by Differential Curves (CVPR 2025 · similarity 0.86)
- Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring (CVPR 2024 · similarity 0.86)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.