SOTAVerified

Stereo Disparity Estimation

Papers

Showing 129 of 29 papers

TitleStatusHype
Neural Markov Random Field for Stereo MatchingCode2
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo MatchingCode2
MoCha-Stereo: Motif Channel Attention Network for Stereo MatchingCode2
AANet: Adaptive Aggregation Network for Efficient Stereo MatchingCode1
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo SystemsCode1
An evaluation of Deep Learning based stereo dense matching dataset shift from aerial images and a large scale stereo datasetCode1
Hierarchical Neural Architecture Search for Deep Stereo MatchingCode1
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo MatchingCode1
Learning Stereo Matchability in Disparity Regression NetworksCode1
SOS: Stereo Matching in O(1) with Slanted Support WindowsCode1
Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and StereoCode1
Stereo Hybrid Event-Frame (SHEF) Cameras for 3D PerceptionCode1
Stereopagnosia: Fooling Stereo Networks with Adversarial PerturbationsCode1
Wasserstein Distances for Stereo Disparity EstimationCode1
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouetteCode0
Movement-induced Priors for Deep StereoCode0
A hybrid algorithm for disparity calculation from sparse disparity estimates based on stereo visionCode0
Depth-Based Selective Blurring in Stereo Images Using Accelerated FrameworkCode0
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression TasksCode0
Left-Right Comparative Recurrent Model for Stereo Matching0
Shape Estimation from Defocus Cue for Microscopy Images via Belief Propagation0
Sparse LiDAR Assisted Self-supervised Stereo Disparity Estimation0
DiFuse-Net: RGB and Dual-Pixel Depth Estimation using Window Bi-directional Parallax Attention and Cross-modal Transfer Learning0
EV-MGDispNet: Motion-Guided Event-Based Stereo Disparity Estimation Network with Left-Right Consistency0
Stereo under Sequential Optimal Sampling: A Statistical Analysis Framework for Search Space Reduction0
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo0
High-Performance and Tunable Stereo Reconstruction0
AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks0
ORA3D: Overlap Region Aware Multi-view 3D Object Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AANetEPE0.87Unverified
2LEAStereoEPE0.78Unverified
3AANet+EPE0.72Unverified
4CDN-GANet DeepEPE0.7Unverified
5HITNetEPE0.53Unverified
6HITNet LEPE0.43Unverified
7HITNet XLEPE0.36Unverified
8AANetEPE0.07Unverified
#ModelMetricClaimedVerifiedStatus
1DSMD1-all2.28Unverified
2MoCha-StereoD1-all1.53Unverified
#ModelMetricClaimedVerifiedStatus
1RAFT-StereoD1 Error (2px)4.74Unverified
2MoCha-V2D1 Error (2px)3.51Unverified