车端视角图像的生成方法、装置、电子设备及存储介质

By acquiring data from vehicle-mounted LiDAR and roadside sensors to generate static environment maps and fusing them with dynamic target data, and combining the motion trajectories of electronic devices and camera parameters for rendering, the problem of high cost of vehicle-mounted data acquisition and scarcity of complex scenes is solved, thereby improving the quality and realism of the generated images from the vehicle's perspective.

CN122415344APending Publication Date: 2026-07-17TSINGHUA UNIVERSITY
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
TSINGHUA UNIVERSITY
Filing Date
2026-03-23
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

The high cost of vehicle-side data collection and annotation, coupled with the scarcity and difficulty in reproducing real-world, complex scenarios, presents significant challenges.

Method used

By acquiring vehicle-mounted LiDAR data and roadside sensor data of the target road, a static environment map is generated and fused with dynamic target data. Parametric projection rendering is then performed by combining the motion trajectory of electronic devices and camera installation parameters to generate a vehicle-view image.

Benefits of technology

It effectively reduced the cost of real vehicle data collection, improved the generation quality and realism of vehicle-view images, enhanced the fit between images and real vehicle imaging, and achieved the adaptation of images for various vehicle motion conditions.

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Abstract

本申请涉及车端图像生成技术领域,特别涉及一种车端视角图像的生成方法、装置、电子设备及存储介质,其中,方法包括:获取目标道路的车端激光雷达数据和路侧传感器数据;根据车端激光雷达数据生成目标道路的静态环境地图,根据路侧传感器数据提取目标道路内动态目标数据与位姿轨迹集合,对静态环境地图和目标道路内动态目标数据与位姿轨迹集合,进行外观一致性染色与拼接融合得到动静态融合场景;根据电子设备运动轨迹以及目标相机安装参数集对动静态融合场景进行参数化投影渲染,以得到彩色点云投影图像,根据彩色点云投影图像生成车端视角图像。由此,解决了相关技术中,车端数据采集与标注成本高、真实复杂场景稀缺且难以复现等问题。
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