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 101–150 of 162 papers

TitleStatusHype
Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image—0
Stereo Event Lifetime and Disparity Estimation for Dynamic Vision Sensors—0
Stereo Image Rain Removal via Dual-View Mutual Attention—0
Stereo under Sequential Optimal Sampling: A Statistical Analysis Framework for Search Space Reduction—0
TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching—0
EMatch: A Unified Framework for Event-based Optical Flow and Stereo Matching—0
Unsupervised Deep Asymmetric Stereo Matching With Spatially-Adaptive Self-Similarity—0
Unsupervised Light Field Depth Estimation via Multi-view Feature Matching with Occlusion Prediction—0
VHS: High-Resolution Iterative Stereo Matching with Visual Hull Priors—0
Video Frame Interpolation with Stereo Event and Intensity Camera—0
VommaNet: an End-to-End Network for Disparity Estimation from Reflective and Texture-less Light Field Images—0
Wavelet Synthesis Net for Disparity Estimation to Synthesize DSLR Calibre Bokeh Effect on Smartphones—0
Welsch Based Multiview Disparity Estimation—0
Learning Light Field Reconstruction from a Single Coded Image—0
Left-Right Comparative Recurrent Model for Stereo Matching—0
Left-right Discrepancy for Adversarial Attack on Stereo Networks—0
Recovering Detail in 3D Shapes Using Disparity Maps—0
Light Field Intrinsics With a Deep Encoder-Decoder Network—0
Light Field Super-Resolution Via Graph-Based Regularization—0
Light-field view synthesis using convolutional block attention module—0
Adjusting Bias in Long Range Stereo Matching: A semantics guided approach—0
Low Compute and Fully Parallel Computer Vision With HashMatch—0
MABNet: A Lightweight Stereo Network Based on Multibranch Adjustable Bottleneck Module—0
MAP Disparity Estimation Using Hidden Markov Trees—0
Matching entropy based disparity estimation from light field—0
Monocular Depth Guided Occlusion-Aware Disparity Refinement via Semi-supervised Learning in Laparoscopic Images—0
Multimedia Technology Applications and Algorithms: A Survey—0
Multiple Lane Detection Algorithm Based on Optimised Dense Disparity Map Estimation—0
Multi-view Disparity Estimation Using a Novel Gradient Consistency Model—0
Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer—0
Object-Centric Stereo Matching for 3D Object Detection—0
Learning for Disparity Estimation through Feature ConstancyCode0
A hybrid algorithm for disparity calculation from sparse disparity estimates based on stereo visionCode0
Learning on the Edge: Explicit Boundary Handling in CNNsCode0
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep LearningCode0
SR-Stereo & DAPE: Stepwise Regression and Pre-trained Edges for Practical Stereo MatchingCode0
AutoDispNet: Improving Disparity Estimation With AutoMLCode0
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise LabelingCode0
Depth-Based Selective Blurring in Stereo Images Using Accelerated FrameworkCode0
Variational Disparity Estimation Framework for Plenoptic ImageCode0
Understanding and Robustifying Differentiable Architecture SearchCode0
Road surface 3d reconstruction based on dense subpixel disparity map estimationCode0
Color Agnostic Cross-Spectral Disparity EstimationCode0
Embedded real-time stereo estimation via Semi-Global Matching on the GPUCode0
DispBench: Benchmarking Disparity Estimation to Synthetic CorruptionsCode0
ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity LearningCode0
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression TasksCode0
Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context AggregationCode0
Movement-induced Priors for Deep StereoCode0
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera ArraysCode0
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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