Detail publikace

Clothing Color Based De-Identification

PŘINOSIL, J.

Originální název

Clothing Color Based De-Identification

Anglický název

Clothing Color Based De-Identification

Jazyk

en

Originální abstrakt

Color of clothing can be easily used in the process of people identification as a non-biometric trait. This trait would be modified appropriately to preserve personal anonymity in social media or in video surveillance systems. This paper deals with a proposal of new method for clothing color de-identification in image records. The method consists of silhouette segmentation and clothing color segmentation algorithms. The de-identification is done by modifying components of HSV color space upon segmented clothing. The process of de-identification is reversible, i.e. original clothing color can be restored in case of transformation parameters that were used are known.

Anglický abstrakt

Color of clothing can be easily used in the process of people identification as a non-biometric trait. This trait would be modified appropriately to preserve personal anonymity in social media or in video surveillance systems. This paper deals with a proposal of new method for clothing color de-identification in image records. The method consists of silhouette segmentation and clothing color segmentation algorithms. The de-identification is done by modifying components of HSV color space upon segmented clothing. The process of de-identification is reversible, i.e. original clothing color can be restored in case of transformation parameters that were used are known.

Dokumenty

BibTex


@inproceedings{BUT150966,
  author="Jiří {Přinosil}",
  title="Clothing Color Based De-Identification",
  annote="Color of clothing can be easily used in the process of people identification as a non-biometric trait. This trait would be modified appropriately to preserve personal anonymity in social media or in video surveillance systems. This paper deals with a proposal of new method for clothing color de-identification in image records. The method consists of silhouette segmentation and clothing color segmentation algorithms. The de-identification is done by modifying components of HSV color space upon segmented clothing. The process of de-identification is reversible, i.e. original clothing color can be restored in case of transformation parameters that were used are known.",
  address="IEEE",
  booktitle="Proceedings of the IEEE 2018 41st International Conference on Telecommunications and Signal Processing (TSP2018)",
  chapter="150966",
  doi="10.1109/TSP.2018.8441413",
  howpublished="online",
  institution="IEEE",
  year="2018",
  month="july",
  pages="1--5",
  publisher="IEEE",
  type="conference paper"
}