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20162026
most citedSubspace Support Vector Data Description

62 citations · 377 across the 29 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

cs.CV2021

Automatic Main Character Recognition for Photographic Studies

Mert Seker, Anssi Männistö, Alexandros Iosifidis +1

Main characters in images are the most important humans that catch the viewer's attention upon first look, and they are emphasized by properties such as size, position, color satur…

cs.CR2021

Multi-level reversible encryption for ECG signals using compressive sensing

Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju

Privacy concerns in healthcare have gained interest recently via GDPR, with a rising need for privacy-preserving data collection methods that keep personal information hidden in ot…

cs.LG2021★ 21 cited

Graph-Embedded Subspace Support Vector Data Description

Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj +1

In this paper, we propose a novel subspace learning framework for one-class classification. The proposed framework presents the problem in the form of graph embedding. It includes…

cs.CV2021★ 2 cited

Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm

Mert Seker, Anssi Männistö, Alexandros Iosifidis +1

The COVID-19 virus has caused a global pandemic since March 2020. The World Health Organization (WHO) has provided guidelines on how to reduce the spread of the virus and one of th…

cs.CV2021

Ensembling object detectors for image and video data analysis

Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis +1

In this paper, we propose a method for ensembling the outputs of multiple object detectors for improving detection performance and precision of bounding boxes on image data. We fur…