%Aigaion2 BibTeX export from Idiap Publications
%Sunday 22 December 2024 07:03:32 AM

@INPROCEEDINGS{Gay_CBMI_2014,
         author = {Gay, Paul and Dupuy, Gregor and Odobez, Jean-Marc and Meignier, Sylvain and Deleglise, Paul},
       keywords = {Content-based multimedia indexing, Face dirarization, person diarization},
       projects = {Idiap},
          title = {Comparison of Two Methods for Unsupervised Person Identification in TV Shows},
      booktitle = {12th International Workshop on Content-Based Multimedia Indexing},
           year = {2014},
       abstract = {We address the task of identifying people appearing
in TV shows. The target persons are all people whose identity
is said or written, like the journalists and the well known
people, as politicians, athletes, celebrities, etc. In our approach,
overlaid names displayed on the images are used to identify the
persons without any use of biometric models for the speakers
and the faces. Two identification methods are evaluated as part
of the REPERE French evaluation campaign. The first one
relies on co-occurrence times between overlay person names and
speaker/face clusters, and rule-based decisions which assign a
name to each monomodal cluster. The second method uses a
Conditionnal Random Field (CRF) which combine different types
of co-occurrence statistics and pair-wised constraints to jointly
identify speakers and faces.},
            pdf = {https://publications.idiap.ch/attachments/papers/2014/Gay_CBMI_2014.pdf}
}