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This manuscript gives an overview of my research work carried out within theFEMTO-ST institute in Besan\c{c}on, more particularly in the Automatic andMicro-Mechatronic Systems (AS2M) department. It is above all the result of my(co)-supervision of interns, PhD students and postdocs. I would like to paytribute to them, for their major contribution to scientific research, here andelsewhere.

Contributions \`a l'asservissement visuel et \`a l'imagerie en m\'edecine