A novel study on developing a model-driven visual dictionary

ASLAN S. , Akgul C. B. , Sankur B., Tunali E. T.

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.2081-2084 identifier identifier

  • Doi Numarası: 10.1109/siu.2016.7496181
  • Basıldığı Şehir: Zonguldak
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.2081-2084

Özet

We designed SymPaD framework, a model-driven visual dictionary construction and description method, with new shape models and quantized shape library. We demonstrate that, with this new design, the most current model-driven dictionary construction method is outperformed with even smaller dictionary in object recognition and image retrieval tasks.