Image feature detector and descriptor algorithms have made a big advance in almost every area of computer vision applications including object localisation, object tracking, mobile robot mapping, ...watermarking, panorama stitching and 3D surface reconstruction by assisting the detection and description of feature points in a set of given images. In this paper, we evaluate the performance of four robust feature detection algorithms namely SIFT, SURF, BRIEF and ORB on multi-view 3D surface reconstruction of microscopic samples obtained by a scanning electron microscope (SEM), a widely used equipment in biological and materials sciences for determining the surface attributes of micro objects. To this end, we first develop an optimised multi-view framework for SEM extrinsic calibration and its 3D surface reconstruction. We design a Differential Evolutionary-based algorithm to solve the problem in a global optimisation platform. Several qualitative and quantitative comparisons such as reliability on SEM extrinsic calibration and validity on 3D visualisation performed on real microscopic objects as well as a synthetic model. The present evaluation is expected to provide better insights and consideration to determine which algorithm is well deserved for multi-view 3D SEM surface reconstruction.
This paper describes an efficient method to find the lowest cost tool sequence for rough machining free-form pockets on a 3-axis milling machine. The free-form pocket is approximated to within a ...predefined tolerance of the desired surface using series of 2.5-D layers of varying thicknesses that can be efficiently removed with flat-end milling cutters. A graph-based method finds an optimal sequence of tools for rough machining the approximated pocket. The algorithm used here can be tuned to suit any available tool set and preferred cost models. The tool sequence that is obtained is near optimal, and may take into account tool wear, as well as various overhead costs of the machine shop.
Abstract
In an infection with an Enterobacter sp. isolate producing Klebsiella pneumoniae Carbapenemase–4 and New Delhi Metallo-β-Lactamase–1 in the United States, recognition of the molecular basis ...of carbapenem resistance allowed for successful treatment by combining ceftazidime-avibactam and aztreonam. Antimicrobial synergy testing and therapeutic drug monitoring assessed treatment adequacy.
Plazomicin was tested against 697 recently acquired carbapenem-resistant
isolates from the Great Lakes region of the United States. Plazomicin MIC
and MIC
values were 0.25 and 1 mg/liter, ...respectively; 680 isolates (97.6%) were susceptible (MICs of ≤2 mg/liter), 9 (1.3%) intermediate (MICs of 4 mg/liter), and 8 (1.1%) resistant (MICs of >32 mg/liter). Resistance was associated with
-,
-, or
-encoded 16S rRNA methyltransferases in all except 1 isolate.
Diabetes is known as a multifactorial disease. The treatment of diabetes is complicated due to its inherent pathophysiological factors related to the disease. One of the complications of diabetes is ...postprandial hyperglycemia. Glucosidase inhibitors, particularly ?-amylase inhibitors can help manage postprandial hyperglycemia. The low molecular weight inhibitor of ? -amylases called PAMI (peptide amylase inhibitor) inhibits the ? -amylase. In this study we cloned this amylase blocker PAMI in Lactococcus lactis. Using this Lactococcus lactis expressing the PAMI, we prepared yogurt and fed it to diabetic mice models. There was decrease in the blood glucose level after 20 days of oral administration of the yogurt. This product be used as a biodrug in maintaining the blood glucose level in diabetic patients.
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