Single-image super resolution using evolutionary sparse coding technique

  • Kaveh Ahmadi, Ezzatollah Salari
  • IET Image Processing, January 2017, the Institution of Engineering and Technology (the IET)
  • DOI: 10.1049/iet-ipr.2016.0273

Evolutionary Super Relosution

What is it about?

This paper applies the adaptive genetic algorithm to enhance the searching step of sparse coding. The proposed evolutionary sparse coding is applied to develop an image super-resolution​.

Why is it important?

Evolutionary sparse coding is unique in this paper

Perspectives

Dr. Kaveh Ahmadi
University of Toledo

Sparse coding is an effective method in super-resolution. However, the time complexity is a disadvantage that limits its usage in real world applications. This paper tries to decrease the time complexity while keeping the visual quality of the reconstructed​ image.

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http://dx.doi.org/10.1049/iet-ipr.2016.0273

The following have contributed to this page: Dr. Kaveh Ahmadi