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 76100 of 402 papers

TitleStatusHype
Accurate Visual Localization for Automotive ApplicationsCode1
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature AggregationCode1
Delta Descriptors: Change-Based Place Representation for Robust Visual LocalizationCode1
BEV-CV: Birds-Eye-View Transform for Cross-View Geo-LocalisationCode1
Geometric Structure Aided Visual Inertial LocalizationCode1
LoFTR: Detector-Free Local Feature Matching with TransformersCode1
FocusTune: Tuning Visual Localization through Focus-Guided SamplingCode1
NeRF-Loc: Visual Localization with Conditional Neural Radiance FieldCode1
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
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
BARF: Bundle-Adjusting Neural Radiance FieldsCode1
Can audio-visual integration strengthen robustness under multimodal attacks?Code1
360Loc: A Dataset and Benchmark for Omnidirectional Visual Localization with Cross-device QueriesCode1
Towards Accurate Active Camera LocalizationCode1
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial LearningCode1
CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR MapsCode1
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded RepresentationsCode1
Line as a Visual Sentence: Context-aware Line Descriptor for Visual LocalizationCode1
Data-efficient Large Scale Place Recognition with Graded Similarity SupervisionCode1
Attention Weighted Local DescriptorsCode1
Handcrafted Outlier Detection RevisitedCode1
ConDo: Continual Domain Expansion for Absolute Pose RegressionCode1
Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature DescriptorsCode1
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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