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Camera Calibration
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Camera calibration involves estimating camera parameters(including camera intrinsics and extrinsics) to infer geometric features from captured sequences, which is crucial for computer vision and robotics. Driven by different architectures of the neural network, the researchers have developed two main paradigms for learning-based camera calibration and its applications. One is Regression-based Calibration，Reconstruction-based Calibration is another.
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/African-Robotics-Unit/AcinoSet
공식 코드AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild
https://github.com/CAMMA-public/mvor
공식 코드MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation
https://github.com/DNA-Rendering/DNA-Rendering
공식 코드DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering
https://github.com/DeepSportRadar/ball-3d-localization-challenge
공식 코드DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations
https://github.com/JakubSochor/BrnoCompSpeed
공식 코드Comprehensive Data Set for Automatic Single Camera Visual Speed Measurement
https://github.com/MobilePerceptionLab/EventCalib
공식 코드https://github.com/MortenHannemose/pytorch-vfi-cft
공식 코드https://github.com/NikolasEnt/soccernet-calibration-sportlight
공식 코드Enhancing Soccer Camera Calibration Through Keypoint Exploitation
https://github.com/PStelldinger/PuzzleBoard
공식 코드PuzzleBoard: A New Camera Calibration Pattern with Position Encoding
https://github.com/SBCV/SatelliteSurfaceReconstruction
공식 코드https://github.com/ShreyasSkandanS/pst900_thermal_rgb
공식 코드PST900: RGB-Thermal Calibration, Dataset and Segmentation Network
https://github.com/TimoBolkart/TEMPEH
공식 코드Instant Multi-View Head Capture through Learnable Registration
https://github.com/UMich-BipedLab/extrinsic_lidar_camera_calibration
공식 코드https://github.com/YanjieZe/Improved-3D-Diffusion-Policy
공식 코드Generalizable Humanoid Manipulation with 3D Diffusion Policies
https://github.com/absterzhu/muc
공식 코드MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction
https://github.com/acfr/cam_lidar_calibration
공식 코드Optimising the selection of samples for robust lidar camera calibration
https://github.com/ais-bonn/extrcamcalib_personkeypoints
공식 코드Online Marker-free Extrinsic Camera Calibration using Person Keypoint Detections
https://github.com/amy-tabb/calico
공식 코드Multi-camera calibration with pattern rigs, including for non-overlapping cameras: CALICO
https://github.com/ankitdhall/lidar_camera_calibration
공식 코드https://github.com/bbenligiray/lens-distortion-triangulation
공식 코드Lens Distortion Rectification using Triangulation based Interpolation
https://github.com/boschresearch/symfm6d
공식 코드SyMFM6D: Symmetry-aware Multi-directional Fusion for Multi-View 6D Object Pose Estimation
https://github.com/boycehbz/DMMR
공식 코드Dynamic Multi-Person Mesh Recovery From Uncalibrated Multi-View Cameras
https://github.com/cartucho/surgt_benchmarking
공식 코드SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery
https://github.com/chaehyeonsong/discocal
공식 코드Unbiased Estimator for Distorted Conics in Camera Calibration
https://github.com/chenhoy/droid-splat
공식 코드DROID-Splat: Combining end-to-end SLAM with 3D Gaussian Splatting
https://github.com/climbingdaily/SLOPER4D
공식 코드SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments
https://github.com/cogsys-tuebingen/cp_eval
공식 코드Comprehensive Analysis of the Object Detection Pipeline on UAVs
https://github.com/comsee-research/compote
공식 코드Leveraging blur information for plenoptic camera calibration
https://github.com/comsee-research/libpleno
공식 코드Leveraging blur information for plenoptic camera calibration
https://github.com/comsee-research/plenoptic-datasets
공식 코드Leveraging blur information for plenoptic camera calibration
https://github.com/cvlablums/cvgl-camera-calibration
공식 코드Camera Calibration through Geometric Constraints from Rotation and Projection Matrices
https://github.com/deepsportradar/camera-calibration-challenge
공식 코드DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations
https://github.com/deepsportradar/instance-segmentation-challenge
공식 코드DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations
https://github.com/deepsportradar/player-reidentification-challenge
공식 코드DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations
https://github.com/easonyesheng/ccs
공식 코드출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.