A crucial component of precision agriculture is the capability to assess fertility soil by looking at precise distribution and composition its different constituents. This study aims investigate how machine learning models may be used using hyperspectral pictures. The development images a random mixing components first phase, hyper spectral bands utilized create are not again during analysis pr...

Remote imaging at high spatial resolution has a number of environmental, industrial, and military applications. Analysis of high-resolution multi-spectral images usually involves either spectral analysis of single pixels in a multi-or hyper-spectral image or spatial analysis of multi-pixels in a panchromatic or monochromatic image. Although insuucient for some pattern recognition applications i...

We describe a method for selecting filter sets for simultaneously optimizing the classification rates in two separate spectral signature classification problems. Our system’s performance is comparable to traditional hyper-or multispectral classifiers, but uses fewer filters. c © 2010 Optical Society of America OCIS codes: (110.1758) Computational imaging, (110.4234) Multispectral and hyperspect...

The paper discusses about the hyper spectral and MS-PAN fusion system, the first part discusses the introduction to fusion imaging and its types, and second part deals with work done by authors with respect to the fusion imaging, third section discusses the proposed system of MS-PAN image fusion with RDWT with reduced noise error and statistical comparison of results.

The dimensionality of hyper-spectral, multi-angular radiometric data carries the potential of providing accurate observations of multiple variables to characterize the soil – vegetation atmosphere system. This potential has been explored during the period 1997 – 2005 towards the definition of a land mission by the European Space Agency ESA).

Submitted for the MAR15 Meeting of The American Physical Society Self-assembled tunable photonic hyper-crystals1 IGOR SMOLYANINOV, University of Maryland, VERA SMOLYANINOVA, BRADLEY YOST, DAVID LAHNEMAN, THOMAS GRESOCK, Towson University, EVGENII NARIMANOV, Purdue University — We demonstrate a novel artificial optical material, the photonic hyper-crystal, which combines the most interesting fea...

OBJECTIVES To determine the difference in light reflection of oral mucosa covering titanium (Ti) or zirconia (ZrO(2)) abutments as it relates to the thickness of the covering mucosa. MATERIAL AND METHODS Fifteen anterior implants (Astra Osseo speed(®)) in 11 patients were fitted with a Ti or a ZrO(2) abutment (cross-over, within-subject comparison). Hyper-spectral images were taken with a cam...