Some Properties of Interpolations Using Mathematical Morphology

Aditya Challa 1 Sravan Danda 1 B S Daya Sagar 1 Laurent Najman 2
1 Systems Science and Informatics Unit
2 LIGM - Laboratoire d'Informatique Gaspard-Monge
Abstract : The problem of interpolation of images is defined as-given two images at time t = 0 and t = T, one must find the series of images for the intermediate time. This problem is not well posed, in the sense that without further constraints, there are many possible solutions. However, restricting the domain of application allows us to choose the 'right' solution. We thus focus on the interpolation problem from the perspective of geoscience and remote sensing. One approach to obtain a solution to image interpolation problem is with the use of operators from Mathematical Morphology (MM). These operators have an advantage of preserving structures since the operators are defined on sets. In this work we review and consolidate existing solutions to the image interpolation problem from the perspective of geoscience and remote sensing. We also summarize several possible extensions and prospective problems of current interest.
Keywords : Index Terms—Image Interpolation Mathematical Morphology Image Interpolation Morphological Interpolation
Type de document :
Article dans une revue
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2018, 27 (4), pp.2038-2048. 〈10.1109/TIP.2018.2791566〉
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Soumis le : mardi 9 janvier 2018 - 11:35:06
Dernière modification le : mercredi 11 avril 2018 - 12:12:03

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Aditya Challa, Sravan Danda, B S Daya Sagar, Laurent Najman. Some Properties of Interpolations Using Mathematical Morphology. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2018, 27 (4), pp.2038-2048. 〈10.1109/TIP.2018.2791566〉. 〈hal-01484894v3〉

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