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Jan, 2022
AutoAlign:用于多模态3D物体检测的像素-实例特征聚合
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection
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Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinghong Jiang...
TL;DR
本研究提出了一种自动特征融合策略AutoAlign,通过可学习的对齐映射以及交叉注意力特征对齐模块和自监督跨模态特征交互模块实现图像和点云数据源的同步处理,实验结果表明该方法在KITTI和nuScenes数据集上都有较好的表现。
Abstract
object detection
through either RGB images or the
lidar
point clouds has been extensively explored in autonomous driving. However, it remains challenging to make these two data sources complementary and beneficia
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