A Lie group approach to a neural system for three-dimensionalinterpretation of visual motion

A novel approach is presented to neural network computation of three-dimensional rigid motion from noisy two-dimensional image flow. It is shown that the process of 3-D interpretation of image flow can be viewed as a linear signal transform. The elementary signals of this linear transform are the 2-D vector fields of the six infinitesimal generators of the 3-D Euclidean group. This transform can be performed by a neural network. Results are also reported of neural network simulations for the 3-D interpretation of image flow and a comparison of the performance of this approach with that using conventional methods. Computer simulation results verify the Lie-group-based neural network approach to three-dimensional motion perception.     

Continuous Production of Glucose from Dextrin by Glucoamylase Immobilized on Porous Silica

Glucoamylase was covalently attached to porous silica particles and investigated for its applicability as an industrial catalyst in the production of glucose from starch hydrolysates. Reactivity at various reaction conditions, as well as enzyme loading, reaction kinetics, diffusional effects, and thermal stability, were determined in laboratory scale experiments. Pilot scale tests on continuous production of glucose were performed in a 1 cubic foot packed column reactor that could produce approximately 1,000 lbs/d glucose at 40°C. The maximum glucose concentration (based on dissolved solids) varied from 87 to 93% depending on the dextrose equivalent (D.E.) and degree of retrogradation of the feed dextrin. In 80 days of continuous operation no appreciable enzyme deactivation was observed. Initial sterilization of the reactor and continuous heat sterilization of the feed stream (120°C, 3–4 min) virtually ensured operation of the immobilized enzyme reactor at low levels of contamination, typical bacteria counts of the product effluent being 30–50/ml. Occasional interruption of the system resulted in much higher levels of microorganisms but did not affect the overall enzyme reactivity.     

Characterization of ZnO nanowires grown on Si (100) with and without Au catalyst

ZnO nanowires were grown on Si (100) substrates with and without Au catalyst by chemical vapor deposition employing the vapor-liquid-solid (VLS) and vapor-solid (VS) mechanisms, respectively. The diameters of the resulting nanowires were in the range 80-150 nm with typical length about 10 μm. The near-band-edge (NBE) emission of ZnO nanowires grown with and without catalyst was observed at 382 nm and 386 nm, respectively. The intensity of the NBE emission of ZnO nanowires grown without the catalyst was higher than that of the green luminescence. By sharp contrast, the intensity of the NBE emission of ZnO nanowires grown with catalyst was lower than that of green luminescence. The X-ray diffraction (XRD) spectrum of the ZnO nanowires grown without catalyst exhibited a peak intensity of c-plane 5 times higher than that of m-plane and 10 times higher than that of a-plane. However, the XRD spectrum of the ZnO nanowires grown with catalyst exhibited a peak intensity of the c-plane about 1.5 times higher than that of the m-plane and 4 times higher than that of a-plane intensity. Thus, the ZnO nanowires grown without catalyst have a preferential orientation along the c-axis direction. Our results show that the catalyst strongly effects optical and structural properties of the ZnO nanowires.     

Absorption of lodine into Starch Granules in Aqueous Suspension

The rate of iodine absorption by granular starch suspended in KI solution is examined. The rate controlling step is found to be the intraparticle diffusion of iodine. The process agrees well with a core-shrinking model. The apparent diffusivity of iodine in granular starch is determined to be (6.8 ± 0.5) × 10⁻⁸ cm²/sec at 25°C.     

Control of linear motor machine tool feed drives for end milling: Robust MIMO approach

Linear motors are getting promising for use as high speed, high accuracy machine tool feed drives. The cutting force in the machining process are directly reflected to the linear motor due to no gearing mechanism. To achieve high accuracy machining, the controller for the linear motor system should be designed to compensate for the cutting force.

In this work, a MIMO H_∞ controller for the linear motor machine tool feed drives has been designed to reduce tracking errors induced by cutting forces for end milling. The controller is designed using normalized coprime factorization method for the dynamic model of the linear motor system. The model includes constant in-line and cross coupling force gain, since the feedback cutting force can be considered as the product of the constant gain and the moving velocity of each axis.

Analysis of the structured singular value shows that the designed controller has good robust performance despite wide variations of the cutting force and physical parameters. It is directly implemented on a linear motor X–Y table which is mounted on a milling machine to have cutting experiments via a DSP board. Experimental results verified effectiveness of the proposed scheme to suppress the effects of the cutting force in the high feed rate.     

Automatic image segmentation and classification based on direction texton technique for hemolytic anemia in thin blood smears

This paper proposes an automatic method for cell segmentation and classification of erythrocytes in thin blood smears with hemolytic anemia. First, to remove the background and noises in the blood images, the proposed method detects a series of changes on the edges and analyzes the edge changes by using the 8-connection chain codes technique to recognize isolated erythrocytes. For segmenting the overlapping erythrocytes, the 8-connection chain codes technique obtains the edge direction of the cells to effectively figure out the points of high concavity. Then, the adapted high concavity information is used to separate overlapping erythrocytes and to extract features from each segmented erythrocyte. After segmenting, all the erythrocytes can be treated equally and the differences between adjacent chain codes of each erythrocyte can be calculated. Furthermore, the proposed method extracts the variation of eight directions from each individual erythrocyte as their features for classifying into four main hemolytic anemia types. Finally, classification process identifies abnormal erythrocytes and the types of hemolytic anemia by using a trained bank of classifiers, utilizing the proposed method to calculate the quantity of erythrocytes and recognize the types of hemolytic anemia effectively.     

Cascaded Mirror Array: design and demonstration of low-cost light-weight digital scanning

Microsystem Technologies - A new digital scanning approach is proposed and its feasibility is demonstrated. The Cascaded Mirror Array applies an array of reflectors, with each reflector movable...     

Exploitation of Polyphenolic Extracts from Grape Marc as Natural Antioxidants by Encapsulation in Lipid-Based Nanodelivery Systems

Phenolic compounds were extracted from grape marc by means of high pressure and temperature extraction. In order to increase their dispersability in the aqueous phase, the polyphenolic extracts were encapsulated at a final concentration of 0.1 % (w/w) in nanoemulsion-based delivery systems, which were formulated with natural ingredients, using either a liquid (sunflower oil) or a solid (palm oil) lipid phase, as well as the combination of a hydrophilic and hydrophobic emulsifier, and were produced by high-pressure homogenization. The delivery systems were characterized in terms of physicochemical stability under accelerated ageing (storage at 4 °C, 30 °C, and 55 °C for 14 days), by recording the evolution of the mean droplet size, the creaming index as well as the UV–vis absorption spectra of the encapsulated polyphenols. The antioxidant activity of the encapsulated extracts was measured with two different chemical assays (FRAP and ORAC) and a cellular antioxidant assay. Sunflower oil-based nanoemulsions resulted to be the most physically and chemically stable, with no significant variation of the mean droplet size and no degradation of the encapsulated compounds under the different conditions tested. The FRAP and ORAC assays showed that the antioxidant compounds, when encapsulated, are as available as unencapsulated polyphenols in scavenging the peroxyl radicals (ORAC), but are less available in reducing the ferric tripyridyltriazine complexes (FRAP). Remarkably, the cellular antioxidant activity was significantly higher for the encapsulated grape marc polyphenols than for the unencapsulated ones, suggesting the fundamental role of the nanoemulsions in favoring the delivery through the biological membranes.     

Use of Soy Protein and Microbial Transglutaminase as a Binder in Low-sodium Restructured Meats

ABSTRACT: Pork sticks were prepared by mixing pork chucks with various amounts of bisulfite-treated soy protein and microbial transglutaminase (MTGase) to evaluate the potential of using soy protein as meat binders. According to tensile strength, the favorable conditions for binding the restructured pork chunks were 5% soy protein containing 0.2% NaHSO₃ and 20 unit MTGase/g, and the setting condition was 60 min at 40°C. The tensile strength and cooking yield of restructured pork sticks made with bisulfite-treated soy protein and MTGase were much higher than those of using salt, suggesting the high potential of using soy protein and MTGase as binders in products where NaCl reduction is desired.     

Reassigning Sense Codon AGA to Encode Noncanonical Amino Acids in Escherichia coli

A new method has been developed to reassign the rare codon AGA in Escherichia coli by engineering an orthogonal tRNA/aminoacyl–tRNA synthetase pair derived from Methanocaldococcus jannaschii. The tRNA mutant was introduced with a UCU anticodon, and the synthetase was evolved to correctly recognize the modified tRNA anticodon loop and to selectively charge a target noncanonical amino acid (NAA) onto the tRNA. In order to maximize the efficiency of AGA codon reassignment, while avoiding the lethal effects caused by global codon reassignment in cellular proteins, an inducible promoter (araBAD) was utilized to provide temporal controls for overexpression of the aminoacyl–tRNA synthetase and switch on codon reassignment. Using this system, we were able to efficiently incorporate p‐acetylphenylalanine, O‐methyl‐tyrosine, and p‐iodophenylalanine into proteins in response to AGA codons. Also, we found that E. coli strain GM10 was optimal in achieving the highest AGA reassignment rates. The successful reassignment of AGA codons reported here provides a new avenue to further expand the genetic code.