Historical Film Shot Dataset V1 (HistShotDS V1)
Description
Paper title: HistShot: A Shot Type Dataset based on Historical Documentation during WWII Conference title: International Conference on Pattern Recognition Applications and Methods (ICPRAM 2022) Description: 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. References: Github Repository: https://github.com/dahe-cvl/ICPRAM2022_histshotV1 VHH-MMSI: https://vhh-mmsi.eu/ VHH-project Page: https://www.vhh-project.eu/
Resources
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http://data.europa.eu/88u/dataset/oai-zenodo-org-5770202 |
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http://data.europa.eu/88u/dataset/oai-zenodo-org-5770202 |
Tags
- historical-film-preservation,-film-archives,-deep-learning,-automated-film-analysis,-film-shot-data