MIDV-2020: A Comprehensive Benchmark Dataset for Identity Document Analysis

no code implementations • 1 Jul 2021 • Konstantin Bulatov, Ekaterina Emelianova, Daniil Tropin, Natalya Skoryukina, Yulia Chernyshova, Alexander Sheshkus, Sergey Usilin, Zuheng Ming, Jean-Christophe Burie, Muhammad Muzzamil Luqman, Vladimir V. Arlazarov

Identity documents recognition is an important sub-field of document analysis, which deals with tasks of robust document detection, type identification, text fields recognition, as well as identity fraud prevention and document authenticity validation given photos, scans, or video frames of an identity document capture.

Face Detection

Fast Projective Image Rectification for Planar Objects with Manhattan Structure

no code implementations • 4 Dec 2019 • Julia Shemiakina, Ivan Konovalenko, Daniil Tropin, Igor Faradjev

Also since the camera rotation is estimated the method can be employed for estimation of object orientation (for example, during a surgery with radiograph of osteosynthesis implants).

Object Position