Toward identity preserving in face sketch-photo synthesis using a hybrid CNN-Mamba framework
Duoxun Tang,
Xinhang Jiang,
Kunpeng Wang
et al.
Abstract:The synthesis of facial sketch-photo has important applications in practical life, such as crime investigation. Many convolutional neural networks (CNNs) based methods have been proposed to address this issue. However, due to the substantial modal differences between sketch and photo, the CNN’s insensitivity to global information, and insufficient utilization of hierarchical features, synthesized photos struggle to balance both identity preservation and image quality. Recently, State Space Sequence Models (SSM… Show more
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