Hongran Zeng
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View article: Leveraging Prior Knowledge in a Hybrid Network for Multimodal Brain Tumor Segmentation
Leveraging Prior Knowledge in a Hybrid Network for Multimodal Brain Tumor Segmentation Open
Recent advancements in deep learning have significantly enhanced brain tumor segmentation from MRI data, providing valuable support for clinical diagnosis and treatment planning. However, challenges persist in effectively integrating prior…
View article: Multi-object parallel optical encryption for single-pixel imaging security
Multi-object parallel optical encryption for single-pixel imaging security Open
Multi-object optical encryption has emerged as a promising field for enhancing encryption performance and reducing communication overhead, which can ensure the security of single-pixel imaging. However, it faces some critical challenges li…
View article: Chosen Plaintext Attack on Single Pixel Imaging Encryption via Neural Differential Cryptanalysis
Chosen Plaintext Attack on Single Pixel Imaging Encryption via Neural Differential Cryptanalysis Open
Single pixel imaging (SPI) shows great potential in encryption by its indirect imaging mechanism. However, there appears to be room for further exploration in the corresponding cryptanalysis. Current studies primarily rely on straightforwa…
View article: Multiuser computational imaging encryption and authentication with OFDM-assisted key management
Multiuser computational imaging encryption and authentication with OFDM-assisted key management Open
Single-pixel imaging (SPI) enables an invisible target to be imaged onto a photosensitive surface without a lens, emerging as a promising way for indirect optical encryption. However, due to its linear and broadcast imaging principles, SPI…