Method for spherical camera to 3D LiDAR calibration and synchronization with example on Insta360 X4 and LiVOX MID 360

Abstract. This paper introduces a method for 360 camera with 3D LiDAR calibration and synchronization with example on Insta360 X4 and LiVOX MID 360. Both data streams (camera and LiDAR) are recorded separately to reach interoperability, robustness, full resolution, and maximal FPS (Frames Per Second). The novelty is based on LED circle strip illuminating timestamp, thus this information is recorded by camera. The timestamp is presented using gray code utilizing individually addressed LED strips. The data signal for LED is prepared by micro-controller. Microcontroller (ESP-8285) communicates using USB. We incorporated ResNet-18 based binary classifier to classify LEDs. Our method can efficiently assign timestamps with a resolution of 100 ms. To fulfill the process of 3D point cloud colorization, we implemented camera to LiDAR calibration procedure requiring manually assigning 5 pairs of image to 3D point correspondences. Our method is independent from hardware, thus it can be used also for affordable one making it more accessible and easy to use.

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Publication Details

Journal
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
Published
2025-06-16
DOI
https://doi.org/10.5194/isprs-archives-xlviii-1-w4-2025-13-2025
Primary Topic
Remote Sensing and LiDAR Applications
Type
article
Field-Weighted Citation Impact
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article

Method for spherical camera to 3D LiDAR calibration and synchronization with example on Insta360 X4 and LiVOX MID 360

Karol Majek, Michal Pełka, Janusz Będkowski, 王璐
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
Remote Sensing and LiDAR Applications
article

Method for spherical camera to 3D LiDAR calibration and synchronization with example on Insta360 X4 and LiVOX MID 360

Karol Majek, Michal Pełka, Janusz Będkowski, 王璐
article en

Abstract

Abstract. This paper introduces a method for 360 camera with 3D LiDAR calibration and synchronization with example on Insta360 X4 and LiVOX MID 360. Both data streams (camera and LiDAR) are recorded separately to reach interoperability, robustness, full resolution, and maximal FPS (Frames Per Second). The novelty is based on LED circle strip illuminating timestamp, thus this information is recorded by camera. The timestamp is presented using gray code utilizing individually addressed LED strips. The data signal for LED is prepared by micro-controller. Microcontroller (ESP-8285) communicates using USB. We incorporated ResNet-18 based binary classifier to classify LEDs. Our method can efficiently assign timestamps with a resolution of 100 ms. To fulfill the process of 3D point cloud colorization, we implemented camera to LiDAR calibration procedure requiring manually assigning 5 pairs of image to 3D point correspondences. Our method is independent from hardware, thus it can be used also for affordable one making it more accessible and easy to use.

˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciencesVol. XLVIII-1/W4-2025
Institute of Fundamental Technological Research (PL), Evotec (United States) (US)
Openalex Percentile: Top 87%
Remote Sensing and LiDAR Applications
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Method for spherical camera to 3D LiDAR calibration and synchronization with example on Insta360 X4 and LiVOX MID 360 — Karol Majek, Michal Pełka, et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences (2025) | TGRS Research Map | TGRS