AN INTERACTIVE WEB BASED TOOLKIT FOR MULTI FOCUS IMAGE FUSION

ASLANTAŞ V., Kurban R., TOPRAK A. N., Bendes E.

JOURNAL OF WEB ENGINEERING, cilt.14, ss.117-135, 2015 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 14
  • Basım Tarihi: 2015
  • Dergi Adı: JOURNAL OF WEB ENGINEERING
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.117-135
  • Anahtar Kelimeler: Web based MATLAB applications, multi-focus image fusion, evolutionary algorithms, DIFFERENTIAL EVOLUTION, OPTIMIZATION, PERFORMANCE
  • Erciyes Üniversitesi Adresli: Evet

Özet

This paper presents a web-based multi-focus image fusion toolkit developed by using ASP. NET and MATLAB. The toolkit enables users to explore different image fusion techniques such as basic averaging, Laplacian pyramid, wavelet, Discrete Cosine Transform (DCT), pixel based method using spatial frequency & morphological operators (PBSFMO) and block-based spatial domain fusion (SDMIF) methods. The toolkit also includes a new optimal fusion method based on evolutionary algorithms such as Evolution strategies (ES), Genetic algorithm (GA), Differential evolution (DE), and Adaptive differential evolution (JADE) algorithm. Users will be able to evaluate several image fusion techniques easily and efficiently by employing the toolkit.