Handwritten documents author verification based on the Siamese network

The paper presents a method for verifying the handwriting of a certain author in a corpus of handwritten documents based on a small number of examples, and proposes an algorithm for data preprocessing.<br />The use of Siamese neural network is proposed to compare and analyze unique characteris...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: V. Kiselev, D. Kropotov, N. Pronina
Формат: Өгүүллэг
Хэл сонгох:English
Хэвлэсэн: Copernicus Publications 2024-12-01
Цуврал:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Онлайн хандалт:https://isprs-archives.copernicus.org/articles/XLVIII-2-W5-2024/73/2024/isprs-archives-XLVIII-2-W5-2024-73-2024.pdf