DocumentCode :
293632
Title :
An image warping approach to image sequence interpolation
Author :
Monaco, Joseph W. ; Smith, Mark J T
Author_Institution :
Sch. of Electr. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume :
1
fYear :
1994
fDate :
13-16 Nov 1994
Firstpage :
338
Abstract :
Describes a new method for image sequence interpolation. The approach uses a feature-based image warping algorithm to align linear image features in two or more key frames. We propose modifications to this feature-based warping algorithm which reduce artifacts created in the presence of large distortions. In addition, an algorithm for selecting and tracking the linear features required by the warping algorithm is presented. Combining feature-based image warping with a selection and tracking algorithm results in a novel interpolation scheme in which motion estimates are concentrated near object boundaries and other prominent edges. Results are shown for interpolation of a video teleconferencing sequence
Keywords :
feature extraction; image sequences; interpolation; teleconferencing; tracking; video coding; artifacts reduction; feature extraction; feature-based image warping algorithm; image sequence interpolation; image warping; large distortions; linear features selection; linear features tracking; linear image features; motion estimates; object boundaries; tracking algorithm; video coding; video teleconferencing sequence; Diversity reception; Image converters; Image sequences; Interpolation; Motion control; Motion estimation; Pixel; Teleconferencing; Vectors; Video codecs;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
Type :
conf
DOI :
10.1109/ICIP.1994.413331
Filename :
413331
Link To Document :
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