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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 402 papers

TitleStatusHype
VR-Caps: A Virtual Environment for Capsule EndoscopyCode1
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial LearningCode1
S2DNet: Learning Image Features for Accurate Sparse-to-Dense MatchingCode1
Handcrafted Outlier Detection RevisitedCode1
Robust Image Retrieval-based Visual Localization using KaptureCode1
GMMLoc: Structure Consistent Visual Localization with Gaussian Mixture ModelsCode1
Robot Perception enables Complex Navigation Behavior via Self-Supervised LearningCode1
Delta Descriptors: Change-Based Place Representation for Robust Visual LocalizationCode1
AdaLAM: Revisiting Handcrafted Outlier DetectionCode1
Persistent Map Saving for Visual Localization for Autonomous Vehicles: An ORB-SLAM ExtensionCode1
Reference Pose Generation for Long-term Visual Localization via Learned Features and View SynthesisCode1
CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR MapsCode1
S2DNet: Learning Accurate Correspondences for Sparse-to-Dense Feature MatchingCode1
VMLoc: Variational Fusion For Learning-Based Multimodal Camera LocalizationCode1
MVP: Unified Motion and Visual Self-Supervised Learning for Large-Scale Robotic NavigationCode1
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationCode1
Hierarchical Multi-Process Fusion for Visual Place RecognitionCode1
Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded RepresentationsCode1
SuperGlue: Learning Feature Matching with Graph Neural NetworksCode1
Accurate Visual Localization for Automotive ApplicationsCode1
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place RecognitionCode1
Kaleidoscopic Background Attack: Disrupting Pose Estimation with Multi-Fold Radial Symmetry Textures—0
Evaluating Attribute Confusion in Fashion Text-to-Image Generation—0
MatChA: Cross-Algorithm Matching with Feature Augmentation—0
OracleFusion: Assisting the Decipherment of Oracle Bone Script with Structurally Constrained Semantic TypographyCode0
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All datasetsOxford Radar RobotCar (Full-6)Aachen Day-Night v1.1 BenchmarkOxford RobotCar FullExtended CMU SeasonsRobotCar Seasons v2

Benchmark Results

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