ALISA (adaptive learning image and signal analysis) is an adaptive learning image and signal classification engine based on the collective learning systems theory. Using supervised training, the ALISA engine builds a set of multidimensional feature histograms that estimate the joint probability density function of the feature space for each trained class. Six general-purpose features, one with a precision of 60 bins and the rest with 20 bins, were used to build a dynamically allocated sparse data structure instead of a complete static structure for each class. During the training of the new dynamically allocated ALISA with 6 different classes (sky, water, skin, rose, evergreen, and grass), a total about 12,000,000 counts were accumulated during training, generating fewer than 150,000 unique feature vectors. The results demonstrate the classification of several test images for each of the 6 trained classes. Much work remains to be done to optimize the new dynamically allocated ALISA classifier, but the initial results are encouraging.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Image-content classification using a dynamically allocated ALISA texture module


    Beteiligte:
    Ko, T. (Autor:in) / Bock, P. (Autor:in)


    Erscheinungsdatum :

    01.01.2000


    Format / Umfang :

    1207518 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Image-Content Classification Using a Dynamically Allocated ALISA Texture Model

    Ko, T. / Bock, P. | British Library Conference Proceedings | 2000



    Face Detection and Eye Location Using a Modified ALISA Texture Module

    Ko, T. / Bock, P. | British Library Conference Proceedings | 2001


    Active safety management systems for modular dynamically allocated capacity storage systems

    KONG DEWEN / RICH DAVE G / WINGER LYALL K et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    ACTIVE SAFETY MANAGEMENT SYSTEMS FOR MODULAR DYNAMICALLY ALLOCATED CAPACITY STORAGE SYSTEMS

    KONG DEWEN / RICH DAVE G / WINGER LYALL K et al. | Europäisches Patentamt | 2023

    Freier Zugriff