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
SBEVNet: End-to-End Deep Stereo Layout EstimationCode1
A Decomposition Model for Stereo MatchingCode0
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo—0
CFNet: Cascade and Fused Cost Volume for Robust Stereo MatchingCode1
SMD-Nets: Stereo Mixture Density NetworksCode1
Multimedia Technology Applications and Algorithms: A Survey—0
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep LearningCode0
YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D DetectionCode1
Deep Event Stereo Leveraged by Event-to-Image Translation—0
Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost AggregationCode1
Full Matching on Low Resolution for Disparity Estimation—0
Depth estimation from 4D light field videosCode1
Light-field view synthesis using convolutional block attention module—0
ADCPNet: Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching—0
EDNet: Efficient Disparity Estimation with Cost Volume Combination and Attention-based Spatial Residual—0
Movement-induced Priors for Deep StereoCode0
Do End-to-end Stereo Algorithms Under-utilize Information?Code1
Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution—0
Adjusting Bias in Long Range Stereo Matching: A semantics guided approach—0
MABNet: A Lightweight Stereo Network Based on Multibranch Adjustable Bottleneck Module—0
A Lightweight Neural Network for Monocular View Generation with Occlusion Handling—0
Wasserstein Distances for Stereo Disparity EstimationCode1
PCW-Net: Pyramid Combination and Warping Cost Volume for Stereo MatchingCode1
BidNet: Binocular Image Dehazing Without Explicit Disparity EstimationCode0
Disparity-Aware Domain Adaptation in Stereo Image Restoration—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