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  • Key words: Content-based retrieval; Image indexing; Local neighbourhood histogram; Region-Of-Interest; Self-Organising Map  (1)
  • lux genes  (1)
Materialart
Erscheinungszeitraum
  • 1
    Digitale Medien
    Digitale Medien
    Springer
    Pattern analysis and applications 2 (1999), S. 164-171 
    ISSN: 1433-755X
    Schlagwort(e): Key words: Content-based retrieval; Image indexing; Local neighbourhood histogram; Region-Of-Interest; Self-Organising Map
    Quelle: Springer Online Journal Archives 1860-2000
    Thema: Informatik
    Notizen: Abstract: In this paper, we present a novel approach to image indexing by incorporating a neural network model, Kohonen’s Self-Organising Map (SOM), for content-based image retrieval. The motivation stems from the idea of finding images by regarding users’ specifications or requirements imposed on the query, which has been ignored in most existing image retrieval systems. An important and unique aspect of our interactive scheme is to allow the user to select a Region-Of-Interest (ROI) from the sample image, and subsequent query concentrates on matching the regional colour features to find images containing similar regions as indicated by the user. The SOM algorithm is capable of adaptively partitioning each image into several homogeneous regions for representing and indexing the image. This is achieved by unsupervised clustering and classification of pixel-level features, called Local Neighbourhood Histograms (LNH), without a priori knowledge about the data distribution in the feature space. The indexes generated from the resultant prototypes of SOM learning demonstrate fairly good performance over an experimental image database, and therefore suggest the effectiveness and significant potential of our proposed indexing and retrieval strategy for application to content-based image retrieval.
    Materialart: Digitale Medien
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
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  • 2
    Digitale Medien
    Digitale Medien
    New York : Wiley-Blackwell
    Journal of Bioluminescence and Chemiluminescence 4 (1989), S. 40-48 
    ISSN: 0884-3996
    Schlagwort(e): Purification ; site-directed mutagenesis ; mutant enzymes ; lux genes ; aldehyde substrate inhibition ; FMNH2 binding ; Chemistry ; Biochemistry and Biotechnology
    Quelle: Wiley InterScience Backfile Collection 1832-2000
    Thema: Biologie , Chemie und Pharmazie
    Notizen: It has been appreciated for many years that the luciferase from the luminous marine bacterium Vibrio harveyi has a highly reactive cysteinyl residue which is protected from alkylation by binding of flavin. Alkylation of the reactive thiol, which resides in a hydrophobic pocket, leads to inactivation of the enzyme. To determine conclusively whether the reactive thiol is required for the catalytic mechanism, we have constructed a mutant by oligonucleotide directed site-specific mutagenesis in which the reactive cysteinyl residue, which resides at position 106 of the α subunit, has been replaced with a seryl residue. The resulting α106Ser luciferase retains full activity in the bioluminescence reaction, although the mutant enzyme has a ca 100-fold increase in the FMNH2 dissociation constant. The α106Ser luciferase is still inactivated by N-ethylmaleimide, albeit at about 1/10 the rate of the wild-type (α106Cys) enzyme, demonstrating the existence of a second, less reactive, cysteinyl residue that was obscured in the wild-type enzyme by the highly reactive cysteinyl residue at position α106. An α106Ala variant luciferase was also active, but the α106Val mutant enzyme was about 50-fold less active than the wild type. All three variants (Ser, Ala and Val) appeared to have somewhat reduced affinities for the aldehyde substrate, the valine mutant being the most affected.It is interesting to note that the α106 mutant luciferases are much less subject to aldehyde substrate inhibition than is the wild-type V. harveyi luciferase, suggesting that the molecular mechanism of aldehyde substrate inhibition involves the Cys at α106.
    Zusätzliches Material: 2 Ill.
    Materialart: Digitale Medien
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
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