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 101–125 of 162 papers

TitleStatusHype
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction—0
Multimedia Technology Applications and Algorithms: A Survey—0
Multiple Lane Detection Algorithm Based on Optimised Dense Disparity Map Estimation—0
ADCPNet: Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching—0
Multi-view Disparity Estimation Using a Novel Gradient Consistency Model—0
VHS: High-Resolution Iterative Stereo Matching with Visual Hull Priors—0
Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer—0
Object-Centric Stereo Matching for 3D Object Detection—0
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction—0
Online Adaptive Disparity Estimation for Dynamic Scenes in Structured Light Systems—0
Video Frame Interpolation with Stereo Event and Intensity Camera—0
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation—0
Optimal HDR and Depth from Dual Cameras—0
Optimal Structured Light à La Carte—0
ORA3D: Overlap Region Aware Multi-view 3D Object Detection—0
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging—0
Perception-Oriented Stereo Image Super-Resolution—0
Real-time on-board obstacle avoidance for UAVs based on embedded stereo vision—0
Rectified Iterative Disparity for Stereo Matching—0
Regularizing disparity estimation via multi task learning with structured light reconstruction—0
Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation—0
4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks—0
RobuSTereo: Robust Zero-Shot Stereo Matching under Adverse Weather—0
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo—0
Blur-Aware Disparity Estimation From Defocus Stereo Images—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