KOSTAS TSIRIKOLIAS - R&D Engineer (Informatics)
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Studies - Education
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Papers
In this paper we present a method for image feature extraction and compression using Coordinate Logic Filters. Coordinate Logic Filters constitute a new kind of non linear filters which are closely related to morphological filters. The key issue to the coordinate logic analysis of images is the method of fast successive filtering and managing of the residues. The desired processing is succeeded by executing only direct logic operations among the pixels of the given image. The Coordinate Logic Filters can be easily and fast implemented using logic circuits or cellular automata. STATISTICAL SHAPE DISCRIMINATION AND CLUSTERING USING AN EFFICIENT SET OF MOMENTS This paper refers to the use of a modified set of moments for the development of efficient shape discrimination and classification techniques. These moments may be applied in general for the discrimination of other patterns as well, such as geological , medical, and robotic vision signals. A new set of efficient set of moments is introduced, which is invariant under rotation translation and scale of the image. These moments are normalized with respect to standard deviation, they appear to have better classification performance over the existing sets of moments, and they are less sensitive to noise. Application of the proposed technique to the classification of silhouettes of airplanes is given. The discrimination of an unknown shape is achieved by testing a weighted least square function. CREATION OF FRACTAL FORMS USING COORDINATE LOGIC OPERATIONS In this paper we present a new method for the creation of Sierpinsky forms as well as other fractal forms. The specific method is based on the execution of Coordinate Logic Operations. Application of the proposed method to the creation of various fractal and life forms is given. [FRACTAL MODELING USING COORDINATE LOGIC FILTERS - http://www.daedalus.gr/jsauxilpublic/CLF-.pdf], COORDINATE LOGIC FILTERS: Theory and Applications in Image Analysis - http://www.daedalus.gr/jsauxilpublic/CLTsMertzios&Tsirikolias/CLTs-Theory_and_Applications_in_Image_Analysis.pdf |
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