Label Propagation on Facial Images Using Similarity and Dissimilarity Labelling Constraints | IEEE Conference Publication | IEEE Xplore

Label Propagation on Facial Images Using Similarity and Dissimilarity Labelling Constraints


Abstract:

In this paper, a novel multimedia data (specifically facial images) label propagation method is presented that is based on the inclusion of labelling constraints in the o...Show More

Abstract:

In this paper, a novel multimedia data (specifically facial images) label propagation method is presented that is based on the inclusion of labelling constraints in the objective function of the MLPP-CLP state of the art algorithm. The proposed method can incorporate pairwise facial image similarity and dissimilarity constraints into the objective function of the aforementioned method. Experiments which have been conducted on facial image labelling in three stereoscopic movies, confirm the increased labelling accuracy of the proposed method.
Date of Conference: 07-10 October 2018
Date Added to IEEE Xplore: 06 September 2018
ISBN Information:
Electronic ISSN: 2381-8549
Conference Location: Athens, Greece

References

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