Vehicle License Plate Detection Using Only Block Partitioning Structure of the High Efficiency Video Coding (HEVC)


Beratoğlu M. S. , Töreyin B. U.

27th Signal Processing and Communications Applications Conference (SIU), Sivas, Türkiye, 24 - 26 Nisan 2019 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2019.8806429
  • Basıldığı Şehir: Sivas
  • Basıldığı Ülke: Türkiye

Özet

In this study, the data which is compressed by the most recent video compression standard HEVC (High Efficient Video Coding) has been analyzed and shown that vehicle license plate can be detected without a need to full decode process. An image has been created that represents HEVC block partitioning structure which is available at the beginning of a compression process. A convolutional neural network, using these kind of images, is trained to find the corresponding number plate regions. For comparison; a second convolutional neural network is trained in pixel domain and the obtained results are given.