Cel The main goal of DynaVis is the development of machine learning methods for embedded machine vision systems in production and manufacturing to achieve dynamically reconfigurable systems.Inspection of products by machine vision often has to solve the problem of how to implement a human decision-making process in software. Currently, this requires a step-by-step reprogramming or parameterisation of the software, which may last for several months until satisfying results are obtained. The results of DynaVis will enable us to use Human-machine cooperation to learn complicated inspection tasks instead of set-by-step improvements and adaptations of software.The project is foused on the development of "trainable" machine vision algorithms and of appropriate machine learning techniques. In order to create such methods we will focus on the following scientific objectives:(1) machine learning methods for processing the complicated data produced by the vision system.(2) methods to deal with multiple, possibly contradictory input by the operators.(3) methods for predicting success or failure of the learning process in early stages of the training process.The project contributes to the objectives of the call by developing a new way how reconfigurability in automated systems can be achieved. In the case of DynaVis these are embedded machine vision systems such as smart cameras. The project involves advanced control such as fuzzy methods and neural networks. The goal is to use human-machine cooperation and machine learning to dynamically adapt the vision system to the operator's decisions.The project involves key players in the field of machine learning with a particular focus on machine vision. Companies from the machine vision industry and end-users from various fields complement the consortium. Special attention is given to the dissemination of results to SMEs. Dziedzina nauki natural sciencescomputer and information sciencessoftwareengineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringsensorsoptical sensorsnatural sciencescomputer and information sciencesartificial intelligencecomputer visionnatural sciencescomputer and information sciencesartificial intelligencemachine learningnatural sciencescomputer and information sciencesartificial intelligencecomputational intelligence Program(-y) FP6-NMP - Nanotechnologies and nanosciences, knowledge-based multifunctional materials and new production processes and devices: thematic priority 3 under the 'Focusing and integrating community research' of the 'Integrating and strengthening the European Research Area' specific programme 2002-2006. Temat(-y) NMP-2004-IST-NMP-1 - Integrating Technologies for the Fast and Flexible Manufacturing Enterprise Zaproszenie do składania wniosków FP6-2004-IST-NMP-2 Zobacz inne projekty w ramach tego zaproszenia System finansowania STREP - Specific Targeted Research Project Koordynator PROFACTOR PRODUKTIONSFORSCHUNGS GMBH Wkład UE Brak danych Adres Im Stadtgut A2 STEYR-GLEINK Austria Zobacz na mapie Linki Strona internetowa Opens in new window Koszt całkowity Brak danych Uczestnicy (7) Sortuj alfabetycznie Sortuj według wkładu UE Rozwiń wszystko Zwiń wszystko KATHOLIEKE UNIVERSITEIT LEUVEN Belgia Wkład UE Brak danych Adres Oude Markt 13 LEUVEN Zobacz na mapie Linki Strona internetowa Opens in new window Koszt całkowity Brak danych UNIVERSITY OF THE WEST OF ENGLAND, BRISTOL Zjednoczone Królestwo Wkład UE Brak danych Adres Coldharbour Lane, Frenchay Campus BRISTOL Zobacz na mapie Linki Strona internetowa Opens in new window Koszt całkowity Brak danych JOHANNES KEPLER UNIVERSITAET LINZ Austria Wkład UE Brak danych Adres Altenbergerstrasse 69 LINZ Zobacz na mapie Linki Strona internetowa Opens in new window Koszt całkowity Brak danych SONY DADC AUSTRIA AG Austria Wkład UE Brak danych Adres Sonystrasse 20 ANIF Zobacz na mapie Linki Strona internetowa Opens in new window Koszt całkowity Brak danych ASENTICS GMBH & CO. KG Niemcy Wkład UE Brak danych Adres Birlenbacher Strasse 19-21 SIEGEN Zobacz na mapie Linki Strona internetowa Opens in new window Koszt całkowity Brak danych THE EUROPEAN ASSOCIATION OF INNOVATING SMES Zjednoczone Królestwo Wkład UE Brak danych Adres 7 Granard Business Centre, Bunns Lane, Mill Hill LONDON Zobacz na mapie Linki Strona internetowa Opens in new window Koszt całkowity Brak danych ATLAS COPCO AIRPOWER NV Belgia Wkład UE Brak danych Adres Boomse Steenweg 957 WILRIJK Zobacz na mapie Linki Strona internetowa Opens in new window Koszt całkowity Brak danych
