File size estimation in JPEG XR standard using machine learning Makine Öǧrenmesi Kullanilarak JPEG XR Standardinda Dosya Boyutu Belirleme Işlemi

ÖZTÜRK E., MESUT A.

24th Signal Processing and Communication Application Conference, SIU 2016, Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.205-208, (Tam Metin Bildiri) identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/siu.2016.7495713
  • Basıldığı Şehir: Zonguldak
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.205-208
  • Anahtar Kelimeler: Data Compression, JPEG XR, Machine Learning
  • Trakya Üniversitesi Adresli: Evet

Özet

Although JPEG XR was developed later than JPEG2000, it has not the ability to compress to a certain size unlike JPEG2000. In this study, a machine learning algorithm is proposed in order to bring this feature to JPEG XR method. The results show that, the file size estimation algorithm gives accurate results under the circumstances of giving specific range to compression ratio.