HTCSigNet: A Hybrid Transformer and Convolution Signature Network for offline signature verification

Lidong Zheng, Da Wu, Shengjie Xu, Yuchen Zheng

Abstract: Highlights•A novel hybrid framework named HTCSigNet is proposed for OHSV tasks.•A novel composite CNN block is proposed to capture specific features of signatures.•Extensive results include WD and WI systems are shown on different datasets.