首页|期刊导航|空间控制技术与应用(中英文)|基于窄带反射滤光阵列的光谱偏振形貌多模态成像方法

基于窄带反射滤光阵列的光谱偏振形貌多模态成像方法OA

Spectral-Polarimetric Multimodal Imaging Method Based on Narrowband Reflective Filter Arrays

中文摘要英文摘要

为满足复杂场景下目标精细识别与多维信息获取的需求,本文构建了一套共光路的多光谱偏振形貌一体化成像系统.系统采用窄带反射式滤光片阵列与微偏振调制阵列获取多谱段、多偏振状态图像,并与近红外激光雷达形貌通道紧凑集成,实现多光谱偏振信息与强度、深度信息的同步获取.在此基础上,提出强度-光谱-深度三模态自动配准与融合算法,通过尺度估计、相似变换粗配准、互信息细配准和边缘相位相关,实现三模态在公共视场内的像素级对齐与多种伪彩融合显示.室内试验结果表明,该系统成像质量稳定,配准精度可满足多模态信息融合需求,多光谱偏振与形貌信息在材料区分、边缘增强和空间结构表达方面具有良好互补性.本研究可为航天遥感等领域复杂目标的材质识别、结构感知与多维信息协同探测提供一定的理论依据与技术支撑.

To meet the demands for precise target recognition and multidimensional information acquisition in complex scenarios,this paper precents an integrated multispectral-polarimetric-topographic imaging system sharing a common optical path.The system employs a narrowband reflective filter array and a micro-polarization modulation array to capture multispectral,multi-polarization-state images.It is compactly integrated with the topographic channel of a near-infrared lidar,enabling simultaneous acquisition of multispectral-polarimetric information along with intensity and depth data.Building upon this foundation,an automatic tri-modal registration and fusion algorithm is propased for intensity-spectral-depth data.Through scale estimation,coarse registration via similarity transformation,fine registration based on mutual information,and edge-phase correlation,the algorithm achieves pixel-level alignment of the three modalities within a common field of view and enables multi-pseudo-color fused display.Indoor experimental results demonstrate stable imaging quality and registration accuracy sufficient for multimodal information fusion.Multispectral polarization and topographic data exhibit strong complementarity in material differentiation,edge enhancement,and spatial-structure representation.This study provides a theoretical basis and technical support for material identification,structural perception,and multidimensional collaborative detection of complex targets in the field of aerospace remote sensing and related applications.

狄文倩;杨宇;祝海波;宗毅;李建欣

南京理工大学,南京 10288北京控制工程研究所,北京 100094北京控制工程研究所,北京 100094南京航空航天大学,南京 10287南京理工大学,南京 10288

航空航天

多光谱偏振成像激光雷达三维形貌测量多模态图像配准数据融合

multispectral polarization imaginglidar3D topography measurementmultimodal image registrationdata fusion

《空间控制技术与应用(中英文)》 2026 (3)

79-95,17

国家自然科学基金资助项目(62305161 和 62375128)和北京控制工程研究所空间光电测量与感知实验室开放基金(LabSOMP-2024-13) National Natural Science Foundation of China(62305161 and 62375128)and Open Fund of the Space Optoelectronic Measurement and Perception Laboratory,Beijing Institute of Control Engineering(LabSOMP-2024-13)

10.3969/j.issn.1674-1579.2026.03.009

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