Author

Da-Dong Wang

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Open access Sep 2026

Research on Manchu Multi-Font Recognition Based on Structure-Aware Adversarial Reconstruction with Difficult Instance Masking

Optical Character Recognition (OCR) for Manchu is hindered by large intra-domain variation caused by diverse fonts. Consequently, traditional end-to-end models perform poorly in zero-shot cross-domain scenarios. To address this bottleneck, we propose a two-stage decoupled paradigm, “Normalize-then-Recognize,” and const...

Hang Yu, Da-Dong Wang, Yu Zhou et al. · Symmetry · 0 citations

Open access Sep 2026

Long-PVSUNet: A Longitudinal Deep Learning Framework for Count-Oriented Perivascular Space Segmentation in Brain MRI.

Enlarged perivascular spaces (ePVS) are small, sparse MRI-visible markers of cerebral small vessel disease and brain ageing. Their size, low contrast, and severe foreground-background imbalance make automated segmentation challenging. Existing methods are mainly cross-sectional and do not model temporal consistency, li...

S. Hayashi, Lei Fan, Jiyang Jiang et al. · Journal of imaging informati... · 0 citations

Open access Aug 2026

AS-Split Conformer: A Stage-Wise Convolution–Attention Framework with Mamba Decoder for End-to-End Speech Recognition

An AS-Split Conformer–Mamba framework that decouples local and global modeling into two explicit stages and achieves consistent improvements over strong baselines is proposed.

Lulu Qin, Xuan Fu, Mingchen Sun et al. · Electronics · 0 citations