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 51–100 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
Digging Into Normal Incorporated Stereo MatchingCode0
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging—0
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
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
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
Matching entropy based disparity estimation from light field—0
Fast Disparity Estimation from a Single Compressed Light Field Measurement—0
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision—0
Perception-Oriented Stereo Image Super-Resolution—0
ORA3D: Overlap Region Aware Multi-view 3D Object Detection—0
Recovering Detail in 3D Shapes Using Disparity Maps—0
4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks—0
Investigating Spherical Epipolar Rectification for Multi-View Stereo 3D Reconstruction—0
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation—0
Disentangling Light Fields for Super-Resolution and Disparity Estimation—0
Sparse LiDAR Assisted Self-supervised Stereo Disparity Estimation—0
FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks—0
Welsch Based Multiview Disparity Estimation—0
A Novel Factor Graph-Based Optimization Technique for Stereo Correspondence Estimation—0
SCV-Stereo: Learning Stereo Matching from a Sparse Cost Volume—0
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction—0
Semi-Supervised Disparity Estimation with Deep Feature Reconstruction—0
A Decomposition Model for Stereo MatchingCode0
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo—0
Multimedia Technology Applications and Algorithms: A Survey—0
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep LearningCode0
Deep Event Stereo Leveraged by Event-to-Image Translation—0
Full Matching on Low Resolution for Disparity Estimation—0
Light-field view synthesis using convolutional block attention module—0
ADCPNet: Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching—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