http://de.evo-art.org/index.php?action=history&feed=atom&title=Interactive_EC-based_Signal_Processing 2026-05-17T07:22:26Z Versionsgeschichte dieser Seite in de_evolutionary_art_org MediaWiki 1.27.4 http://de.evo-art.org/index.php?title=Interactive_EC-based_Signal_Processing&diff=3478&oldid=prev 2015-01-17T16:28:24Z

<p>Die Seite wurde neu angelegt: „== Reference == <a href="/index.php?title=Hideyuki_Takagi" title="Hideyuki Takagi">Hideyuki Takagi</a> and Norimasa Hayashida: <a href="/index.php?title=Interactive_EC-based_Signal_Processing" title="Interactive EC-based Signal Processing">Interactive EC-based Signal Processing</a>. 4th Asia-Pacific Conference on Simulated Evolution And …“</p> <p><b>Neue Seite</b></p><div>== Reference ==<br /> [[Hideyuki Takagi]] and Norimasa Hayashida: [[Interactive EC-based Signal Processing]]. 4th Asia-Pacific Conference on Simulated Evolution And Learning (SEAL2002), Singapore, pp.375-379 (November 18-22, 2002). <br /> <br /> == DOI ==<br /> <br /> == Abstract ==<br /> We introduce new types of signal processing for which the<br /> characteristics of the signal processing filters are designed<br /> automatically by interactive evolutionary computation (IEC)<br /> based on human perception, such as hearing or vision. We<br /> first describe our existing works that use this approach, such<br /> as recovering distorted speech and hearing-aid fitting, as<br /> well as other related works in this field. Next, we evalu-<br /> ate the capabilities of visual-based image signal processing<br /> using IEC and compare it with conventional linear filters for<br /> the tasks of edge detection, high pass filtering, and horizon-<br /> tal / vertical component filtering. The experimental com-<br /> parisons show that the performances of both methods are<br /> similar, which means that the new approach, without a pri-<br /> ori knowledge on signal processing, is useful when signal<br /> processing users are not signal processing experts such as<br /> is the case in medical image processing or photo-retouch<br /> design.<br /> <br /> == Extended Abstract ==<br /> <br /> == Bibtex == <br /> <br /> == Used References ==<br /> [1] Hayashida, N. and Takagi, H., “Visualized IEC: In-<br /> teractive evolutionary computation with multidimen-<br /> sional data visualization” in IEEE Industrial Elec-<br /> tronics, Control and Instrumentation (IECON 2000),<br /> Nagoya, Japan, pp. 2738–2743 (Oct., 2000).<br /> <br /> [2] Hayashida N. and Takagi H., “Acceleration of EC<br /> Convergence with Landscape Visualization and Hu-<br /> man Intervention,” Applied Soft Computing, Elsevier<br /> Science, (will appear in 2002).<br /> <br /> [3] Mutoh, T., Komagata, N., and Ueda, K., “An Experi-<br /> mental Study for Automatically Generating Image Fil-<br /> ter Sequence by Using Simulated Breeding,” Work-<br /> shop on Interactive Evolutionary Computation, pp. 7–<br /> 12, Fukuoka, Japan (Mar., 1998) (in Japanese).<br /> <br /> [4] Ohsaki, M. and Takagi, H., “Application of Interactive<br /> Evolutionary Computation to Optimal Tuning of Digi-<br /> tal Hearing Aids,” in 5th Int. Conf. on Soft Computing<br /> (IIZUKA’98), pp.849–852, Iizuka, Fukuoka, Japan:<br /> World Scientific, Singapore (Oct., 1998).<br /> <br /> [5] Ohsaki, M. and Takagi, H., “Design and Development<br /> of an IEC-based Hearing Aids Fitting System,” in 4th<br /> Asia Fuzzy System Symposium (AFSS’00), Tsukuba,<br /> Japan, pp.543–548 (May, 2000).<br /> <br /> [6] Otoba, K., Tanaka, K. ,and Hitafuji, M., “Image Pro-<br /> cessing and Interactive Selection with Java Based<br /> on Genetic Algorithms,” 3rd IFAC/CIGR Workshop<br /> on Artificial Intelligence in Agriculture, pp. 83–88,<br /> Makuhari, Japan (Apr., 1998).<br /> <br /> [7] Poli, R. and Cagnoni, S., “Genetic programming with<br /> user-driven selection: Experiments on the evolution<br /> of algorithms for image enhancement,” in 2nd Annual<br /> Conf. on Genetic Programming, 1997, pp. 269–277.<br /> <br /> [8] Takagi, H., Kamohara, S., and Takeda, T., “Introduc-<br /> tion of Soft Computing Techniques to Welfare Equip-<br /> ment,” in 1999 IEEE Midnight-Sun Workshop on Soft<br /> Computing Methods in Industrial Applications (SM-<br /> Cia’99), Kuusamo, Finland, pp.116–121 (June, 1999)<br /> <br /> [9] Takagi, H. and Ohsaki, M., “IEC-based Hearing Aids<br /> Fitting,” in IEEE Int. Conf. on Systems, Man, and Cy-<br /> bernetics (SMC’99), Tokyo, Japan, III, pp.657–662<br /> (Oct., 1999).<br /> <br /> [10] Takagi, H., “Active user intervention in an EC search,”<br /> in Int. Conf. on Information Sciences (JCIS2000), At-<br /> lantic City, NJ, USA, pp. 995–998 (Feb./Mar., 2000).<br /> <br /> [11] Takagi, H., “Interactive Evolutionary Computation:<br /> Fusion of the Capacities of EC Optimization and Hu-<br /> man Evaluation,” in Proceedings of the IEEE, 89(9),<br /> pp.1275–1296 (2001).<br /> <br /> [12] Todoroki, Y. and Takagi, H, “User Interface of<br /> an Interactive Evolutionary Computation for Speech<br /> Processing,” in 6th Int. Conf. on Soft Computing<br /> (IIZUKA2000), Iizuka, Fukuoka, Japan: World Scien-<br /> tific, Singapore, pp.112–118 (Oct., 2000).<br /> <br /> [13] Watanabe, T. and Takagi, H., “Recovering system of<br /> the distorted speech using interactive genetic algo-<br /> rithms,” in IEEE Int. Conf. on Systems, Man and Cy-<br /> bernetics (SMC’95), Vancouver, Canada, Oct. 1995, 1,<br /> pp. 684–689.<br /> <br /> <br /> == Links ==<br /> === Full Text === <br /> http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/SEAL2002_4.pdf<br /> <br /> [[intern file]]<br /> <br /> === Sonstige Links ===</div>

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