Title :
Object based refinement of motion vector fields applying probabilistic homogenization rules
Author :
Blume, H. ; Herczeg, G. ; Erdle, O. ; Noll, T.G.
Author_Institution :
Inst. of Technol., RWTH Aachen, Germany
fDate :
8/1/2002 12:00:00 AM
Abstract :
This paper presents a new image analysis method, combining motion estimation and image segmentation. Whereas none of these methods, used on its own, delivers error free meta-information, an appropriate combination leads to an orthogonalization of these errors. This method is applied to improve the quality of motion vector fields.
Keywords :
image segmentation; motion estimation; object detection; video signal processing; field rate upconversion; image analysis; image segmentation; motion estimation; motion vector fields; probabilistic homogenization rules; video signal; Computer errors; Humans; Image edge detection; Image motion analysis; Image segmentation; Image texture analysis; Interpolation; Motion estimation; Noise reduction; PSNR;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2002.1037063
