BookNet: Book Image Rectification via Cross-Page Attention Network

arXiv:2601.21938 · cs.CV · Submitted 2026-01-29 · Read on arXiv

cs.CV

Submitted: 2026-01-29

Updated: 2026-10-11

Comments: Accepted by TMM 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Attention Mechanism — 1× in this paper · explained in 3 episodes
• Benchmark — 1× in this paper · explained in 2 episodes

Sources

• PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model
• Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting
• Qwen2.5-VL Technical Report

Related papers

• Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
• AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
• Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
• MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
• TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
• A Survey on Efficient Vision-Language-Action Models