Compression Techniques for Image Processing Tasks

Avid Roman-Gonzalez (1)

1 LTCI - Laboratoire Traitement et Communication de l'Information

This article aims to present an overview of the different applications of data compression techniques in the image processing filed. Since some time ago, several research groups in the world have been developing various methods based on different data compression techniques to classify, segment, filter and detect digital images fakery. In this sense, it is necessary to analyze and clarify the relationship between different methods and put them into a framework to better understand and better exploit the possibilities that compression provides us respect to image processing techniques; compression becomes a very easy techniques to apply without much technical requirement. In this article we will also see the types of compression and specific image compressors.

Mots clés: Data compression; image processing; NCD; Kolmogorov complexity; JPEG; ZIP

Domaines: Traitement des images [eess.IV]; Théorie de l'information [cs.IT]; Théorie de l'information et codage [math.IT]; Traitement du signal et de l'image [eess.SP]; Traitement du signal et de l'image [eess.SP]

Avid Roman-Gonzalez. Compression Techniques for Image Processing Tasks. International Journal of Advanced Research in Computer Science and Software Engineering, 2013, vol. 3 (N° 7), pp.379-388. ⟨hal-00850879⟩