Historical Film Shot Dataset V1 (HistShotDS V1)

<em>Paper title: </em> <strong>HistShot: A Shot Type Dataset based on Historical Documentation during WWII</strong> <em>Conference title: </em> International Conference on Pattern Recognition Applications and Methods (ICPRAM 2022) <em>Description:</em> Automated shot type classification plays a significant role in film preservation and indexing of film datasets. In this paper a historical shot type dataset (HistShot) is presented, where the frames have been extracted from original historical documentary films. A center frame of each shot has been chosen for the dataset and is annotated according to the following shot types: Close-Up (CU), Medium-Shot (MS), Long-Shot (LS), Extreme-Long-Shot (ELS), Intertitle (I), and Not Available/None (NA). The validity to choose the center frame is shown by a user study. Additionally, standard CNN-based methods (ResNet50, VGG16) have been applied to provide a baseline for the HistShot dataset. <em>References: </em> Github Repository: https://github.com/dahe-cvl/ICPRAM2022_histshotV1 VHH-MMSI: https://vhh-mmsi.eu/ VHH-project Page: https://www.vhh-project.eu/