Title
2D amplitude-modulation frequency-modulation - based method for motion estimation
Abstract
We present a new approach to compute the motion estimation in digital videos using 2D amplitude-modulation frequency-modulation (AM-FM) methods. The optical flow vectors are computed using an iteratively reweighted norm for total variation (IRN-TV) algorithm. We compare the proposed method using synthetic videos versus a previous three-dimensional AM-FM based method and available motion estimation methods available in free and commercial software. The proposed approach produces dense estimates that are more accurate than competitive methods.
Year
DOI
Venue
2015
10.1109/LASCAS.2015.7250484
2015 IEEE 6th Latin American Symposium on Circuits & Systems (LASCAS)
Keywords
Field
DocType
motion estimation,optical flow,amplitude-modulation frequency-modulation
Quarter-pixel motion,Computer science,Electronic engineering,Commercial software,Amplitude modulation,Motion estimation,Frequency modulation,Optical imaging,Optical flow,Adaptive optics
Conference
ISSN
Citations 
PageRank 
2330-9954
0
0.34
References 
Authors
11
5
Name
Order
Citations
PageRank
V. Murray119716.47
paul rodriguez200.34
maria noriega300.34
alvaro dasso400.34
Marios S. Pattichis534149.71