Interpolation in multispectral data using neural networks

• Main Authors: Tsagaris, Vassilis, Panagiotopoulou, Antigoni, Anastassopoulos, Vassilis
• Other Authors: Τσαγκάρης, Βασίλειος
• Format: Conference (paper)
• Language: English
• Published: 2011
• Subjects: Interpolation; Super-resolution; Multispectral images; Neural networks

A novel procedure which aims in increasing the spatial resolution of multispectral data and simultaneously creates a high quality RGB fused representation is proposed in this paper. For this purpose, neural networks are employed and a successive training procedure is applied in order to incorporate...