http://de.evo-art.org/index.php?action=history&feed=atom&title=Texture_Detection_by_Genetic_Programming 2026-05-17T19:12:01Z Versionsgeschichte dieser Seite in de_evolutionary_art_org MediaWiki 1.27.4 http://de.evo-art.org/index.php?title=Texture_Detection_by_Genetic_Programming&diff=1697&oldid=prev 2014-11-24T15:16:15Z

<p>Die Seite wurde neu angelegt: „ == Reference == Mario Koeppen and Xiufen Liu: Texture Detection by Genetic Programming. Proceedings of the 2001 Congress on Evolutionary Computation CEC2001,…“</p> <p><b>Neue Seite</b></p><div><br /> <br /> == Reference ==<br /> Mario Koeppen and Xiufen Liu: Texture Detection by Genetic Programming. Proceedings of the 2001 Congress on Evolutionary Computation CEC2001, pp. 867-872, IEEE Press, 27-30 May 2001. <br /> <br /> == DOI ==<br /> http://dx.doi.org/10.1109/CEC.2001.934281<br /> <br /> == Abstract ==<br /> This paper presents an approach to blind texture detection in images based on adaptation of the 2D-lookup algorithm by genetic programming. The task of blind texture detection is to separate textured regions of an image from non-textured (as e.g. homogeneous) ones, without any reference to a priori knowledge about image content. The 2D-lookup algorithm, which generalizes the well-known co-occurrence matrix approach of texture analysis, is based on two arbitrary image processing operations. By genetic programming, those image operations can be designed and adapted to a given recognition goal of the whole algorithm. The idea to employ such a framework for texture detection is to use a random image as adaptation goal. Despite of the fact that such a task has no exact solution, the system is able to fulfill this task to a certain degree. This degree is related to textureness in the image: the more texture, the higher the degree. The paper exemplifies this approach<br /> <br /> == Extended Abstract ==<br /> <br /> == Bibtex == <br /> <br /> == Used References ==<br /> [1] Mario K ̈oppen and Javier Ruiz-del-Solar. Fuzzy-<br /> based texture retrieval. In Proceedings FUZZ-IEEE’97,<br /> Barcelona, Spain, pages 471–475, 1997.<br /> <br /> [2] Javier Ruiz-del-Solar and Mario K ̈oppen. Autopoiesis<br /> and image processing II: Autopoietic-agents for texture<br /> analysis. In Masoud Mohammadian, editor, Computa-<br /> tional Intelligence for Modelling, Control &amp; Automa-<br /> tion, pages 72–76, Vienna, Austria, 1999.<br /> <br /> [3] Javier Ruiz-del-Solar, Patricio Parada, and Mario<br /> K ̈oppen. Texture synthesis using soft-computing. In<br /> Proceedings of the 4th Asian Fuzzy Systems Symposium,<br /> pages 605–610, Tsukuba, Japan, 2000.<br /> <br /> [4] Andre Gagalowicz and Christine Graffigne. Blind tex-<br /> ture segmentation. In Intenational Conference on Pat-<br /> tern Recognition 1988, pages 46–50, 1988.<br /> <br /> [5] Roger W. Ehrich and Peichung F. Lai. Elements of a<br /> structural model of texture. In Pattern Recognition and<br /> Image Processing 1978, pages 319–326, 1978.<br /> <br /> [6] Robert M. Haralick. Statistical and structural approches<br /> to texture. In Proc. of Int. Joint Conference on Pattern<br /> Recognition, pages 45–69, 1979.<br /> <br /> [7] Fumiaki Tomita, Yochiaki Shirai, and Saburo Tsuji. De-<br /> scription of textures by a structural analysis. IEEE<br /> Trans. Pattern Analysis and Machine Intelligence,<br /> (4)2:183–191, 1982.<br /> <br /> [8] R. Haralick, K. Shanmugam, and I. Dinstein. Textural<br /> features for image classification. IEEE Transactions on<br /> Systems, Man &amp; Cybernetics, 3(6):610–621, 1973.<br /> <br /> [9] K. Franke and M. K ̈oppen. Towards an universal ap-<br /> proach to background removal in images of bankchecks.<br /> In Proceedings IWFHR’98, Taejon, Korea, pages 55–<br /> 66, 1998.<br /> <br /> [10] M. K ̈oppen, M. Teunis, and B. Nickolay. A framework<br /> for the evolutionary generation of 2D-Lookup based<br /> texture filters. In Proceedings IIZUKA’98, pages 965–<br /> 970, 1998.<br /> <br /> [11] M. K ̈oppen and S. Rudlof. Multiobjective optimiza-<br /> tion by Nessy Algorithm. In P.K. Chawdhry R. Roy,<br /> T. Furuhashi, editor, Advances in Soft Computing, pages<br /> 357–368, 1998.<br /> <br /> [12] Mario K ̈oppen, Achim Zentner, and Bertram Nickolay.<br /> Deriving rules from evolutionary adapted texture filters<br /> by neural networks. In 1999 IEEE International Fuzzy<br /> Systems Conference Proceeding, volume 2, pages 785–<br /> 790, Seoul, Korea, 1999.<br /> <br /> [13] P.G. Anderson. The Unit RBF Network: Experiments<br /> and preliminary results. In Proceedings NC’98, pages<br /> 292–297, 1998.<br /> <br /> <br /> <br /> == Links ==<br /> === Full Text === <br /> http://science.mkoeppen.com/science/uploads/Publications/cec01.pdf<br /> <br /> [[intern file]]<br /> <br /> === Sonstige Links ===</div>

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