SOTAVerified

Visual Localization

Visual Localization is the problem of estimating the camera pose of a given image relative to a visual representation of a known scene.

Source: Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization

Papers

Showing 101125 of 402 papers

TitleStatusHype
A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera RelocalizationCode1
EP2P-Loc: End-to-End 3D Point to 2D Pixel Localization for Large-Scale Visual LocalizationCode1
Persistent Map Saving for Visual Localization for Autonomous Vehicles: An ORB-SLAM ExtensionCode1
PUMP: Pyramidal and Uniqueness Matching Priors for Unsupervised Learning of Local DescriptorsCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Benchmarking Image Retrieval for Visual LocalizationCode1
AdaLAM: Revisiting Handcrafted Outlier DetectionCode1
A Probabilistic Framework for Visual Localization in Ambiguous ScenesCode1
GMMLoc: Structure Consistent Visual Localization with Gaussian Mixture ModelsCode1
CPO: Change Robust Panorama to Point Cloud LocalizationCode1
BARF: Bundle-Adjusting Neural Radiance FieldsCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
MatchFormer: Interleaving Attention in Transformers for Feature MatchingCode1
VMLoc: Variational Fusion For Learning-Based Multimodal Camera LocalizationCode1
360Loc: A Dataset and Benchmark for Omnidirectional Visual Localization with Cross-device QueriesCode1
Towards Accurate Active Camera LocalizationCode1
FocusTune: Tuning Visual Localization through Focus-Guided SamplingCode1
Data-efficient Large Scale Place Recognition with Graded Similarity SupervisionCode1
Attention Weighted Local DescriptorsCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
NeRF-Loc: Visual Localization with Conditional Neural Radiance FieldCode1
Benchmarking Visual Localization for Autonomous NavigationCode1
Multicam-SLAM: Non-overlapping Multi-camera SLAM for Indirect Visual Localization and NavigationCode1
S2DNet: Learning Image Features for Accurate Sparse-to-Dense MatchingCode1
Geometric Structure Aided Visual Inertial LocalizationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MapNetMean Translation Error48.21Unverified
2PointNetVLADMean Translation Error28.48Unverified
3DCPMean Translation Error18.45Unverified
4AD-MapNetMean Translation Error18.43Unverified
5AtLoc+Mean Translation Error17.92Unverified
6PosePNMean Translation Error16.32Unverified
7VMLocMean Translation Error15.11Unverified
8MS-TransformerMean Translation Error11.69Unverified
9PoseMinkLocMean Translation Error11.2Unverified
10PosePN++Mean Translation Error10.64Unverified
#ModelMetricClaimedVerifiedStatus
1GIM-LoFTRAcc@0.25m, 2°79.1Unverified
2LoFTRAcc@0.25m, 2°78.5Unverified
3GIM-SuperGlueAcc@0.25m, 2°78Unverified
4SuperGlueAcc@0.25m, 2°77Unverified
5GIM-DKMAcc@0.25m, 2°77Unverified
6SCFeatAcc@0.25m, 2°74.3Unverified
7DKMAcc@0.25m, 2°70.2Unverified
#ModelMetricClaimedVerifiedStatus
1AtLocMean Translation Error29.6Unverified
2MapNet++Mean Translation Error29.5Unverified
3GNNMapNetMean Translation Error17.35Unverified
4CoordiNetMean Translation Error14.96Unverified
5AtLoc+Mean Translation Error13.7Unverified
6RobustLocMean Translation Error9.37Unverified
#ModelMetricClaimedVerifiedStatus
1Patch-NetVLADAcc @ .25m, 2°0.12Unverified
#ModelMetricClaimedVerifiedStatus
1Patch-NetVLADAcc @ .25m, 2°0.1Unverified