SOTAVerified

Camera Pose Estimation

Camera pose estimation is a crucial task in computer vision and robotics that involves determining the position and orientation (pose) of a camera relative to a given reference frame. This task is essential for various applications, such as augmented reality, 3D reconstruction, SLAM, and autonomous navigation.

Papers

Showing 151175 of 304 papers

TitleStatusHype
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry0
Self-Supervised Learning of Image Scale and OrientationCode1
Unsupervised Learning of 3D Scene Flow from Monocular CameraCode0
PixSelect: Less but Reliable Pixels for Accurate and Efficient Localization0
Nerfels: Renderable Neural Codes for Improved Camera Pose Estimation0
Investigating the Role of Image Retrieval for Visual Localization -- An exhaustive benchmarkCode2
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video0
FvOR: Robust Joint Shape and Pose Optimization for Few-view Object ReconstructionCode1
End2End Multi-View Feature Matching with Differentiable Pose Optimization0
BronchoPose: an analysis of data and model configuration for vision-based bronchoscopy pose estimation0
Self-Supervised Equivariant Learning for Oriented Keypoint DetectionCode1
Bimodal Camera Pose Prediction for EndoscopyCode1
Sparse Optical Flow-Based Line Feature Tracking0
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
DiffPoseNet: Direct Differentiable Camera Pose Estimation0
ViewFormer: NeRF-free Neural Rendering from Few Images Using TransformersCode2
Object-Based Visual Camera Pose Estimation From Ellipsoidal Model and 3D-Aware Ellipse Prediction0
RelMobNet: End-to-end relative camera pose estimation using a robust two-stage training0
DKM: Dense Kernelized Feature Matching for Geometry EstimationCode2
A Critical Analysis of Image-based Camera Pose Estimation Techniques0
CrossLocate: Cross-modal Large-scale Visual Geo-Localization in Natural Environments using Rendered ModalitiesCode0
MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic GraphCode0
Camera Pose Estimation Using Implicit Distortion Models0
ScaleNet: A Shallow Architecture for Scale EstimationCode1
ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor ExtractionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Monodepth2Average Translational Error et[%]43.21Unverified
2SfMLearnerAverage Translational Error et[%]29.78Unverified
3GeoNetAverage Translational Error et[%]26.31Unverified
4SC-DepthAverage Translational Error et[%]12.2Unverified
5DeepMatchVOAverage Translational Error et[%]11.05Unverified
6SCIPaDAverage Translational Error et[%]8.63Unverified
7Manydepth2Average Translational Error et[%]7.15Unverified