Biomimetic Active Stereo Camera System with Variable FOV

Inspired by the biological eye movements of fish such as pipefish and sandlances, this paper presents a novel dynamic calibration method specifically for active stereo vision systems to address the challenges of active cameras with varying fields of view (FOVs). By integrating static calibration based on camera rotation angles with dynamic updates of extrinsic parameters, the method leverages relative pose adjustments between the rotation axis and cameras to update extrinsic parameters continuously in real-time. It facilitates epipolar rectification as the FOV changes, and enables precise disparity computation and accurate depth information acquisition. Based on the dynamic calibration method, we develop a two-DOF bionic active camera system including two cameras driven by motors to mimic the movement of biological eyes; this compact system has a large range of visual data. Experimental results show that the calibration method is effective, and achieves high accuracy in extrinsic parameter calculations during FOV adjustments.

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Publication Details

Journal
Biomimetics
Published
2024-12-04
DOI
https://doi.org/10.3390/biomimetics9120740
Primary Topic
Robotics and Sensor-Based Localization
Type
article
Field-Weighted Citation Impact
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article

Biomimetic Active Stereo Camera System with Variable FOV

Yanmiao Zhou, Xin Wang
Biomimetics
Robotics and Sensor-Based Localization
article

Biomimetic Active Stereo Camera System with Variable FOV

Yanmiao Zhou, Xin Wang
article en

Abstract

Inspired by the biological eye movements of fish such as pipefish and sandlances, this paper presents a novel dynamic calibration method specifically for active stereo vision systems to address the challenges of active cameras with varying fields of view (FOVs). By integrating static calibration based on camera rotation angles with dynamic updates of extrinsic parameters, the method leverages relative pose adjustments between the rotation axis and cameras to update extrinsic parameters continuously in real-time. It facilitates epipolar rectification as the FOV changes, and enables precise disparity computation and accurate depth information acquisition. Based on the dynamic calibration method, we develop a two-DOF bionic active camera system including two cameras driven by motors to mimic the movement of biological eyes; this compact system has a large range of visual data. Experimental results show that the calibration method is effective, and achieves high accuracy in extrinsic parameter calculations during FOV adjustments.

BiomimeticsVol. 9(12)
Harbin Institute of Technology (CN)
Life below water
Openalex Percentile: Top 65%
Robotics and Sensor-Based Localization
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Biomimetic Active Stereo Camera System with Variable FOV — Yanmiao Zhou, Xin Wang · Biomimetics (2024) | TGRS Research Map | TGRS