SOTAVerified

Stereo Depth Estimation

Papers

Showing 5175 of 97 papers

TitleStatusHype
Normal Assisted Stereo Depth EstimationCode0
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth PredictionCode0
Learning to Adapt for StereoCode0
DERD-Net: Learning Depth from Event-based Ray DensitiesCode0
Analysis & Computational Complexity Reduction of Monocular and Stereo Depth Estimation TechniquesCode0
Towards Continual, Online, Self-Supervised DepthCode0
Wireless Software Synchronization of Multiple Distributed Cameras0
Accurate and Real-time Pseudo Lidar Detection: Is Stereo Neural Network Really Necessary?0
Adaptive Stereo Depth Estimation with Multi-Spectral Images Across All Lighting Conditions0
Cameras as Relative Positional Encoding0
Cross-spectral Gated-RGB Stereo Depth Estimation0
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus0
Depth Estimation maps of lidar and stereo images0
Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture0
Diffusion Methods for Classification with Pairwise Relationships0
DPS-Net: Deep Polarimetric Stereo Depth Estimation0
Dual Exposure Stereo for Extended Dynamic Range 3D Imaging0
Efficient Stereo Depth Estimation for Pseudo LiDAR: A Self-Supervised Approach Based on Multi-Input ResNet Encoder0
Entropy-difference based stereo error detection0
Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds0
Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion0
FIReStereo: Forest InfraRed Stereo Dataset for UAS Depth Perception in Visually Degraded Environments0
FoVA-Depth: Field-of-View Agnostic Depth Estimation for Cross-Dataset Generalization0
FusionDepth: Complement Self-Supervised Monocular Depth Estimation with Cost Volume0
H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry0
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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