SOTAVerified

Stereo Depth Estimation

Papers

Showing 150 of 97 papers

TitleStatusHype
Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian SplattingCode7
FoundationStereo: Zero-Shot Stereo MatchingCode7
Unifying Flow, Stereo and Depth EstimationCode3
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo MatchingCode2
MoCha-Stereo: Motif Channel Attention Network for Stereo MatchingCode2
Event-based Stereo Depth Estimation: A SurveyCode2
Attention Concatenation Volume for Accurate and Efficient Stereo MatchingCode2
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with TransformersCode1
Deep Depth Estimation from Thermal Image: Dataset, Benchmark, and ChallengesCode1
MTStereo 2.0: improved accuracy of stereo depth estimation withMax-treesCode1
Dusk Till Dawn: Self-supervised Nighttime Stereo Depth Estimation using Visual Foundation ModelsCode1
Pyramid Stereo Matching NetworkCode1
Efficient Depth Estimation for Unstable Stereo Camera Systems on AR GlassesCode1
Real-time self-adaptive deep stereoCode1
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation ModelCode1
TriStereoNet: A Trinocular Framework for Multi-baseline Disparity EstimationCode1
Context-Enhanced Stereo TransformerCode1
UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching VideosCode1
Wasserstein Distances for Stereo Disparity EstimationCode1
Why Having 10,000 Parameters in Your Camera Model is Better Than TwelveCode1
Why Having 10,000 Parameters in Your Camera Model Is Better Than TwelveCode1
MobileStereoNet: Towards Lightweight Deep Networks for Stereo MatchingCode1
GA-Net: Guided Aggregation Net for End-to-end Stereo MatchingCode1
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth EstimationCode1
Hierarchical Neural Architecture Search for Deep Stereo MatchingCode1
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo MatchingCode1
A Practical Stereo Depth System for Smart GlassesCode1
ARAI-MVSNet: A multi-view stereo depth estimation network with adaptive depth range and depth intervalCode1
A-TVSNet: Aggregated Two-View Stereo Network for Multi-View Stereo Depth EstimationCode1
Bi3D: Stereo Depth Estimation via Binary ClassificationsCode1
RVMDE: Radar Validated Monocular Depth Estimation for RoboticsCode1
Energy-Efficient Adaptive 3D SensingCode1
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
StaSiS-Net: a stacked and siamese stereo network for depth reconstruction in modern 3D laparoscopy.Code1
ES-Net: An Efficient Stereo Matching NetworkCode1
Stereo Hybrid Event-Frame (SHEF) Cameras for 3D PerceptionCode1
Event-based Stereo Depth Estimation from Ego-motion using Ray Density FusionCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
Efficient Attention: Attention with Linear ComplexitiesCode1
TransformerFusion: Monocular RGB Scene Reconstruction using TransformersCode1
Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous DrivingCode0
Deep Depth Estimation From Thermal ImageCode0
Nighttime Stereo Depth Estimation using Joint Translation-Stereo Learning: Light Effects and Uninformative RegionsCode0
Icy Moon Surface Simulation and Stereo Depth Estimation for Sampling AutonomyCode0
Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled NetworksCode0
Octave Deep Plane-Sweeping Network: Reducing Spatial Redundancy for Learning-Based Plane-Sweeping StereoCode0
360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumeCode0
Anytime Stereo Image Depth Estimation on Mobile DevicesCode0
On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network ApproachCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AnyNet three pixel error6.2Unverified
22D-MobileStereoNetthree pixel error2.67Unverified
3HITNETthree pixel error2.43Unverified
4TriStereoNetD1-all All2.35Unverified
5CDN-GANet Deepthree pixel error1.92Unverified
63D-MobileStereoNetthree pixel error1.69Unverified
#ModelMetricClaimedVerifiedStatus
1GA-Net1px total23.23Unverified
2LEA-Stereo1px total19.89Unverified
3RAFT-Stereo1px total15.27Unverified
4ACVNet1px total14.77Unverified
#ModelMetricClaimedVerifiedStatus
12D-MobileStereoNetAverage End-Point Error1.14Unverified
2stereonetAverage End-Point Error1.1Unverified
33D-MobileStereoNetAverage End-Point Error0.8Unverified
#ModelMetricClaimedVerifiedStatus
1TriStereoNetD1-all All2.35Unverified
2MoCha-StereoD1-all All1.53Unverified
#ModelMetricClaimedVerifiedStatus
1AnyNet three pixel error6.1Unverified