Reference TypeConference Proceedings
Citation KeyHJRBJFFCLRA:1999:AuDeMo
AuthorHirata Jr, Roberto Barrera, J. Flores, F. C. Lotufo, R. A.
TitleAutomatic Design of Morphological Operators for Motion Segmentation
Conference NameBrazilian Symposium on Computer Graphics and Image Processing, 12 (SIBGRAPI)
EditorStolfi, Jorge
Tozzi, Clésio Luis
Publisher CityLos Alamitos, CA
PublisherIEEE Computer Society
Conference LocationCampinas, SP, Brazil
Keywordsautomatic design, morphological operators, motion segmentation.
AbstractA problem of interest in digital video edition is the elimination of moving objects from one video and the introduction of pieces of other videos in their places. A fundamental problem to build computational tools for this purpose is the segmentation of moving objects. This paper approaches this problem by a new technique, based on Beucher-Mever's paradigm, with markers detected by morphological operators designed by computational learning techniques. The objects in the first frames of the video are marked manually and used to train the markers detector. Then, the operator designed is used to mark the objects in the other frames and the paradigm is applied to all frames marked by the detector. Some synthetic and real world examples illustrate the application of the technique proposed. Complex situation as occlusion are examined.
NotesThe conference was held in Campinas, SP, Brazil, from October 17 to 20.
OrganizationSBC - Brazilian Computer Society and UNICAMP - University of Campinas
Secondary TypeFull Paper
Size371 KiB
Number of Files2
Target File057-83592928.pdf
Last Update2000: administrator
Metadata Last Update2013: administrator {D 1999}
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