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 201225 of 402 papers

TitleStatusHype
Reuse your features: unifying retrieval and feature-metric alignmentCode0
Shared Coupling-bridge for Weakly Supervised Local Feature LearningCode0
Soft Expectation and Deep Maximization for Image Feature DetectionCode0
Sparse-to-Dense Hypercolumn Matching for Long-Term Visual LocalizationCode0
TBPos: Dataset for Large-Scale Precision Visual LocalizationCode0
To Glue or Not to Glue? Classical vs Learned Image Matching for Mobile Mapping Cameras to Textured Semantic 3D Building ModelsCode0
Understanding the Limitations of CNN-based Absolute Camera Pose RegressionCode0
Visual Global Localization with a Hybrid WNN-CNN ApproachCode0
Visual Localization Under Appearance Change: Filtering ApproachesCode0
Visual Re-Ranking with Non-Visual Side InformationCode0
Visual Servoing of Unmanned Surface Vehicle from Small Tethered Unmanned Aerial VehicleCode0
Image Stylization for Robust Features0
LiM-Loc: Visual Localization with Dense and Accurate 3D Reference Maps Directly Corresponding 2D Keypoints to 3D LiDAR Point Clouds0
IF-Net: An Illumination-invariant Feature Network0
LIP-Loc: LiDAR Image Pretraining for Cross-Modal Localization0
IDLS: Inverse Depth Line based Visual-Inertial SLAM0
LISA: Localized Image Stylization with Audio via Implicit Neural Representation0
i3dLoc: Image-to-range Cross-domain Localization Robust to Inconsistent Environmental Conditions0
Localization and Control of Magnetic Suture Needles in Cluttered Surgical Site with Blood and Tissue0
Localization of Autonomous Vehicles: Proof of Concept for A Computer Vision Approach0
Locking On: Leveraging Dynamic Vehicle-Imposed Motion Constraints to Improve Visual Localization0
LocoNeRF: A NeRF-based Approach for Local Structure from Motion for Precise Localization0
Hybrid Scene Compression for Visual Localization0
HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer0
LoGS: Visual Localization via Gaussian Splatting with Fewer Training Images0
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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