Registration is a fundamental operation in image processing to align images taken at different times, from different sensors or from different viewing angles. Automatic image registration procedures are gaining importance to efficiently register large volumes of remote sensing data available these days. In this Letter, we investigate an automated mutual information based registration technique for remote sensing data. Performance of a number of interpolation algorithms to compute mutual information for registration of multi-sensor and multi-resolution Landsat TM, Radarsat SAR and IRS PAN images is evaluated.
Biofilms play a pivotal role in infections related to devices. Biofilm formation in Escherichia coli is mediated by the quorum-sensing E. coli regulator C (QseC), the histidine sensor kinase that can sense epinephrine (EPI)/norepinephrine (NE). In this study, we evaluate the role of the QseC quorum-sensing sensor kinase in epinephrine-enhanced motility and biofilm formation by E. coli. An E. coli MC1000 qseC mutant was constructed. We investigated the role of the QseC in the formation of biofilms on the surface of medical-grade polyvinyl chloride using the E. coli K-12 MC1000 strain as well as a corresponding qseC mutant. Addition of EPI/NE increased biofilm formation by wild-type K-12 MC1000 but not by the isogenic qseC mutant. Scanning confocal laser microscopy corroborated these results by showing that EPI/NE addition significantly increased biofilm's thickness. As expected, the addition of EPI/NE to the qseC mutant, which lacks the ability to sense the hormones, failed to stimulate biofilm formation. Since EPI/NE addition increased bacterial motility, we proposed that their stimulatory effects on biofilm formation occur by enhancing bacterial motility and altering biofilm architecture. We also found that EPI/NE regulate motility and the biofilm phenotype via QseC, as motility was diminished and biofilm formation was significantly decreased in a qseC deletion mutant. These results indicate that EPI/NE induce E. coli biofilm formation on the surface of polyvinyl chloride through QseC. Cross-talk between E. coli (quorum sensing) and host hormones may explain the pathogen-caused opportunistic infections that occur in patients with prosthetic devices used during hormone level fluctuations in the host.
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