SOTAVerified

Disparity Estimation

The Disparity Estimation is the task of finding the pixels in the multiscopic views that correspond to the same 3D point in the scene.

Papers

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Showing 51–75 of 162 papers

TitleStatusHype
Rectified Iterative Disparity for Stereo Matching—0
SR-Stereo & DAPE: Stepwise Regression and Pre-trained Edges for Practical Stereo MatchingCode0
VHS: High-Resolution Iterative Stereo Matching with Visual Hull Priors—0
Multi-view Disparity Estimation Using a Novel Gradient Consistency Model—0
Iterative Occlusion-Aware Light Field Depth Estimation using 4D Geometrical Cues—0
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging—0
Digging Into Normal Incorporated Stereo MatchingCode0
Left-right Discrepancy for Adversarial Attack on Stereo Networks—0
Color Agnostic Cross-Spectral Disparity EstimationCode0
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context—0
SOccDPT: Semi-Supervised 3D Semantic Occupancy from Dense Prediction Transformers trained under memory constraints—0
Learning based Deep Disentangling Light Field Reconstruction and Disparity Estimation Application—0
TIDE: Temporally Incremental Disparity Estimation via Pattern Flow in Structured Light SystemCode0
Online Adaptive Disparity Estimation for Dynamic Scenes in Structured Light Systems—0
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images—0
Video Frame Interpolation with Stereo Event and Intensity Camera—0
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction—0
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression TasksCode0
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouetteCode0
Unsupervised Light Field Depth Estimation via Multi-view Feature Matching with Occlusion Prediction—0
Regularizing disparity estimation via multi task learning with structured light reconstruction—0
Unsupervised Deep Asymmetric Stereo Matching With Spatially-Adaptive Self-Similarity—0
Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image—0
Disparity estimation for fisheye images with an application to intermediate view synthesis—0
Stereo Image Rain Removal via Dual-View Mutual Attention—0
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All datasetsSintel 4D LFV - ambushfight5Sintel 4D LFV - bamboo3Sintel 4D LFV - shaman2Sintel 4D LFV - thebigfight2

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-stream CNN+CLSTMBadPix(0.01)62.05—Unverified
#ModelMetricClaimedVerifiedStatus
1Two-stream CNN+CLSTMBadPix(0.01)53.3—Unverified
#ModelMetricClaimedVerifiedStatus
1Two-stream CNN+CLSTMBadPix(0.01)74.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Two-stream CNN+CLSTMBadPix(0.01)17.75—Unverified