DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning

Xiao-Hui Li, Fei Yin, Cheng-Lin Liu

Document image segmentation is crucial for document analysis and recognition but remains challenging due to the diversity of document formats and segmentation tasks. Existing metho…