Efficient Document Image Dewarping via Hybrid Deep Learning and Cubic Polynomial Geometry Restoration

Valery Istomin, Oleg Pereziabov, Ilya Afanasyev

Camera-captured document images often suffer from geometric distortions caused by paper deformation, perspective distortion, and lens aberrations, significantly reducing OCR accura…