ICAFusion: Iterative cross-attention guided feature fusion for multispectral object detection

• Published in: Pattern recognition Vol. 145; p. 109913
• Main Authors: Shen, Jifeng, Chen, Yifei, Liu, Yue, Zuo, Xin, Fan, Heng, Yang, Wankou
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.01.2024
• Subjects: Cross-attention; Iterative feature fusion; Multispectral object detection; Transformer; Iterative feature fusion; Transformer; Cross-attention; Multispectral object detection

Effective feature fusion of multispectral images plays a crucial role in multispectral object detection. Previous studies have demonstrated the effectiveness of feature fusion using convolutional neural networks, but these methods are sensitive to image misalignment due to the inherent deficiency in...