https://github.com/ActiveVisionLab/direct-posenet
공식 코드Direct-PoseNet: Absolute Pose Regression with Photometric Consistency
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
"Camera relocalization, or image-based localization is a fundamental problem in robotics and computer vision. It refers to the process of determining camera pose from the visual scene representation and it is essential for many applications such as navigation of autonomous vehicles, structure from motion (SfM), augmented reality (AR) and simultaneous localization and mapping (SLAM)." (Source)
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
Direct-PoseNet: Absolute Pose Regression with Photometric Consistency
Backtracking Regression Forests for Accurate Camera Relocalization
Beyond Controlled Environments: 3D Camera Re-Localization in Changing Indoor Scenes
Differentiable Product Quantization for Memory Efficient Camera Relocalization
DFNet: Enhance Absolute Pose Regression with Direct Feature Matching
D2S: Representing sparse descriptors and 3D coordinates for camera relocalization
Fast and Lightweight Scene Regressor for Camera Relocalization
Representing 3D sparse map points and lines for camera relocalization
VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization
RobustLoc: Robust Camera Pose Regression in Challenging Driving Environments
FaVoR: Features via Voxel Rendering for Camera Relocalization
Hybrid Structure-from-Motion and Camera Relocalization for Enhanced Egocentric Localization
A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera Relocalization
KFNet: Learning Temporal Camera Relocalization using Kalman Filtering
6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference
6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.