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 26–50 of 162 papers

TitleStatusHype
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging—0
Digging Into Normal Incorporated Stereo MatchingCode0
An evaluation of Deep Learning based stereo dense matching dataset shift from aerial images and a large scale stereo datasetCode1
X-maps: Direct Depth Lookup for Event-based Structured Light SystemsCode2
Left-right Discrepancy for Adversarial Attack on Stereo Networks—0
S3Net: Innovating Stereo Matching and Semantic Segmentation with a Single-Branch Semantic Stereo Network in Satellite Epipolar ImageryCode1
Global Occlusion-Aware Transformer for Robust Stereo MatchingCode1
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
Online Adaptive Disparity Estimation for Dynamic Scenes in Structured Light Systems—0
TIDE: Temporally Incremental Disparity Estimation via Pattern Flow in Structured Light SystemCode0
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images—0
Blur aware metric depth estimation with multi-focus plenoptic camerasCode1
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
OccCasNet: Occlusion-aware Cascade Cost Volume for Light Field Depth EstimationCode1
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouetteCode0
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasksCode1
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
Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image—0
Unsupervised Deep Asymmetric Stereo Matching With Spatially-Adaptive Self-Similarity—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