SOTAVerified

Video Reconstruction

Source: Deep-SloMo

Papers

Showing 26–50 of 145 papers

TitleStatusHype
bit2bit: 1-bit quanta video reconstruction via self-supervised photon predictionCode1
Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure TimeCode1
LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video ReconstructionCode1
Deep Slow Motion Video Reconstruction with Hybrid Imaging SystemCode1
Collaborative Feedback Discriminative Propagation for Video Super-ResolutionCode1
Reducing the Sim-to-Real Gap for Event CamerasCode1
Deep Learning for Event-based Vision: A Comprehensive Survey and BenchmarksCode1
HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark DatasetCode1
Cascaded Temporal Updating Network for Efficient Video Super-ResolutionCode1
HNeRV: A Hybrid Neural Representation for VideosCode1
HyperE2VID: Improving Event-Based Video Reconstruction via HypernetworksCode1
Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent SpaceCode1
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal ContextCode1
An Asynchronous Kalman Filter for Hybrid Event CamerasCode1
Learning Event Guided High Dynamic Range Video ReconstructionCode1
Towards Real-World HDR Video Reconstruction: A Large-Scale Benchmark Dataset and A Two-Stage Alignment NetworkCode1
Animatable Virtual Humans: Learning pose-dependent human representations in UV space for interactive performance synthesis—0
Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning—0
Adaptive Anomaly Recovery for Telemanipulation: A Diffusion Model Approach to Vision-Based Tracking—0
DAVD-Net: Deep Audio-Aided Video Decompression of Talking Heads—0
CycMuNet+: Cycle-Projected Mutual Learning for Spatial-Temporal Video Super-Resolution—0
Brain2Pix: Fully convolutional naturalistic video reconstruction from brain activity—0
CoordFlow: Coordinate Flow for Pixel-wise Neural Video Representation—0
Compressive Coded Aperture Keyed Exposure Imaging with Optical Flow Reconstruction—0
Event Signal Filtering via Probability Flux Estimation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HiNeRVAverage PSNR (dB)38.02—Unverified
2CoordFlowAverage PSNR (dB)36.54—Unverified
3FFNeRVAverage PSNR (dB)35.63—Unverified
4HNeRVAverage PSNR (dB)35.23—Unverified
5E-NeRVAverage PSNR (dB)34.85—Unverified
6PS-NeRVAverage PSNR (dB)34.61—Unverified
7NeRVAverage PSNR (dB)34.49—Unverified
#ModelMetricClaimedVerifiedStatus
1E2VIDMean Squared Error0.18—Unverified
2E2VID+Mean Squared Error0.07—Unverified
3ET-NetMean Squared Error0.05—Unverified
4HyperE2VIDMean Squared Error0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1E2VIDMean Squared Error0.23—Unverified
2E2VID+Mean Squared Error0.13—Unverified
3ET-NetMean Squared Error0.11—Unverified
4HyperE2VIDMean Squared Error0.08—Unverified
#ModelMetricClaimedVerifiedStatus
1FOMML10.02—Unverified
2Siarohin et al.L10.02—Unverified
#ModelMetricClaimedVerifiedStatus
1FOMMAED0.17—Unverified
2Siarohin et al.AED0.15—Unverified
#ModelMetricClaimedVerifiedStatus
1FOMMAED0.2—Unverified
2Siarohin et al.AED0.17—Unverified
#ModelMetricClaimedVerifiedStatus
1FOMMAED0.16—Unverified
2Siarohin et al.AED0.11—Unverified
#ModelMetricClaimedVerifiedStatus
1FOMMAED0.13—Unverified
2Siarohin et al.AED0.13—Unverified
#ModelMetricClaimedVerifiedStatus
1First Order MotionL10.06—Unverified