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A quantitative comparison of automated cleaning techniques for web scraped image data of 'Smart Cities'

Autor: de Witte, B., Bouarfa, S., Geradts, Z.

Publikováno v: IPMV 2022: 2022 4th International Conference on Image Processing and Machine Vision : Virtual Conference, March 25-27, 2022, 64-71
STARTPAGE=64;ENDPAGE=71;TITLE=IPMV 2022

This paper implements and compares four automated image cleaning techniques through the ResNet-34 Convolutional Neural Network, motivated by the need to reduce manual cleaning efforts of large image datasets. For each of these techniques, the relatio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c70e99ea4f71f1f6a2a8c22c9248727f
https://doi.org/10.1145/3529446.3529457

Search and Explore Strategies for Interactive Analysis of Real-Life Image Collections with Unknown and Unique Categories

Autor: Gisolf, F., Geradts, Z., Worring, M., Lokoč, J., Schoeffmann, K., Li, X., Patras, I., Skopal, T., Mezaris, V., Vrochidis, S.

Publikováno v: MultiMedia Modeling ISBN: 9783030678340
MMM (2)
MultiMedia Modeling: 27th International Conference, MMM 2021 : Prague, Czech Republic, June 22–24, 2021 : proceedings, 2, 244-255

Many real-life image collections contain image categories that are unique to that specific image collection and have not been seen before by any human expert analyst nor by a machine. This prevents supervised machine learning to be effective and make

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4211c00cf9469f0e8a53f15d4ee63cdf
https://doi.org/10.1007/978-3-030-67835-7_21

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Forensic challenges on multimedia analytics, big data and the internet of things

Autor: Geradts, Z., Callegari, C., van Sinderen, M., Novais, P., Sarigiannidis, P., Battiato, S., Serrano Sánchez de León, Á., Lorenz, P., Obaidat, M.S.

Publikováno v: ICETE (1)
ICETE 2018 : Proceedings of the 15th International Joint Conference on e-Business and Telecommunications : July 26-28, 2018, in Porto, Portugal.-Volume 1: DCNET, ICE-B, OPTICS, SIGMAP and WINSYS, 5-8
STARTPAGE=5;ENDPAGE=8;TITLE=ICETE 2018 : Proceedings of the 15th International Joint Conference on e-Business and Telecommunications : July 26-28, 2018, in Porto, Portugal.-Volume 1

The speed of change in the digital world is challenging for forensic investigations. New devices are developed rapidly and the Internet of Things is also emerging. Getting access to devices is getting more complicated due to stronger encryption. The

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::924c6706231cf6e98045c732af0bfdd9
https://doi.org/10.5220/0007239400000000