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 76–100 of 162 papers

TitleStatusHype
EDNet: Efficient Disparity Estimation with Cost Volume Combination and Attention-based Spatial Residual—0
End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching—0
Estimating disparity with confidence from energy neurons—0
EV-MGDispNet: Motion-Guided Event-Based Stereo Disparity Estimation Network with Left-Right Consistency—0
Eye2Eye: A Simple Approach for Monocular-to-Stereo Video Synthesis—0
FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks—0
Fast Disparity Estimation from a Single Compressed Light Field Measurement—0
Online Adaptive Disparity Estimation for Dynamic Scenes in Structured Light Systems—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
RobuSTereo: Robust Zero-Shot Stereo Matching under Adverse Weather—0
SCV-Stereo: Learning Stereo Matching from a Sparse Cost Volume—0
SegStereo: Exploiting Semantic Information for Disparity Estimation—0
Semi-Supervised Disparity Estimation with Deep Feature Reconstruction—0
Shape Estimation from Defocus Cue for Microscopy Images via Belief Propagation—0
SOccDPT: Semi-Supervised 3D Semantic Occupancy from Dense Prediction Transformers trained under memory constraints—0
Sparse LiDAR Assisted Self-supervised Stereo Disparity Estimation—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