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TFIENet: Transformer Fusion Information...
Journal article

TFIENet: Transformer Fusion Information Enhancement Network for Multimodel 3-D Object Detection

Abstract

During feature-level data fusion in 3-D object detection, the correlation between different modal data is destroyed by the misalignment problem, which leads to inaccurate localization of small targets at long distances. For the problem, a transformer fusion information enhancement network (TFIENet) is proposed. First, the original point cloud and color images are taken as input. Besides, the standard backbone network of feature extraction is …

Authors

Cao F; Jin Y; Tao C; Luo X; Gao Z; Zhang Z; Zheng S; Zhu Y

Journal

IEEE Transactions on Instrumentation and Measurement, Vol. 73, , pp. 1–13

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

January 1, 2024

DOI

10.1109/tim.2024.3451586

ISSN

0018-9456