If you are looking for a "deep paper" (academic research paper) related to this, you are likely looking for the work that introduces or utilizes the or MIDV-500 datasets, as MIDV-709 is one of the data samples within these sets. Core Academic Papers
The dataset (often referred to as the MIDV-2020 or a specific fold of the MIDV family) is a specialized benchmark designed for the evaluation of Automatic Identification and Data Capture (AIDC) systems. It specifically addresses the challenges of video-based identity document recognition. Unlike static image datasets, MIDV-709 provides video streams captured by mobile devices, offering a robust testbed for developing algorithms resistant to motion blur, varying focus, and uncontrolled lighting conditions. midv709