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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 162 papers

TitleStatusHype
A Lightweight Neural Network for Monocular View Generation with Occlusion Handling—0
All-directional Disparity Estimation for Real-world QPD Images—0
AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks—0
Analysis of different disparity estimation techniques on aerial stereo image datasets—0
Analytic Signal Phase in N-D by Linear Symmetry Tensor--fingerprint modeling—0
A Novel Factor Graph-Based Optimization Technique for Stereo Correspondence Estimation—0
A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning—0
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision—0
Blur-Aware Disparity Estimation From Defocus Stereo Images—0
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo—0
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction—0
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction—0
Deep 3D-Zoom Net: Unsupervised Learning of Photo-Realistic 3D-Zoom—0
Deep Event Stereo Leveraged by Event-to-Image Translation—0
Deep Material-Aware Cross-Spectral Stereo Matching—0
Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution—0
Dedge-AGMNet:an effective stereo matching network optimized by depth edge auxiliary task—0
DiFuse-Net: RGB and Dual-Pixel Depth Estimation using Window Bi-directional Parallax Attention and Cross-modal Transfer Learning—0
Disentangling Light Fields for Super-Resolution and Disparity Estimation—0
Disparity-Aware Domain Adaptation in Stereo Image Restoration—0
Disparity estimation for fisheye images with an application to intermediate view synthesis—0
DispSegNet: Leveraging Semantics for End-to-End Learning of Disparity Estimation from Stereo Imagery—0
Domain Siamese CNNs for Sparse Multispectral Disparity Estimation—0
EdgeStereo: A Context Integrated Residual Pyramid Network for Stereo Matching—0
EdgeStereo: An Effective Multi-Task Learning Network for Stereo Matching and Edge Detection—0
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
Show:102550
← PrevPage 2 of 4Next →
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