Multispectral interaction convolutional neural network for pedestrian detection

J Ryu, J Kim, H Kim, S Kim - Computer Vision and Image Understanding, 2022 - Elsevier
Fusion of multispectral data in object detection is inevitable in order to cover various
environments. However, there is still insufficient research on how to fuse information
between two-stream multispectral networks. This paper proposes a novel multispectral
interaction convolutional neural network (MICNN) for fusing information between
multispectral networks. Unlike existing fusion methods that do not have interactions between
multispectral networks, the proposed MICNN reflects information from each multispectral …
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