Graduate School and Research Center in Digital Sciences

Semantic indexing and computational aesthetics: Interactions, bridges and boundaries doctoral symposium

Redi, Miriam

ICMR 2013, ACM International Conference on Multimedia Retrieval, April 16-19, 2013, Dallas, Texas, USA

Semantic Indexing and Computational Aesthetics are two closely related fields. For some aspects they are similar, complementary for others, and sometimes completely disjoint. Semantic Indexing is about automatically identifying content in natural images, namely recognizing objects and scenes. Computational Aesthetics provides a set of techniques to automatically assign a beauty degree to a given image. In our work, we enrich both types of visual analysis by exploring the synergy of those two fields. We investigate the role of Semantic Indexing techniques for Computational Aesthetics Frameworks, and, vice versa, the importance of Aesthetic features for Semantic Indexing prediction. We show the benefits and the limits of this synergy, and propose some improvements in this direction.

Document Doi Bibtex

Title:Semantic indexing and computational aesthetics: Interactions, bridges and boundaries doctoral symposium
Keywords:Semantic Indexing, Computational Aesthetics, CBIR
Type:Conference
Language:English
City:Dallas
Country:UNITED STATES
Date:
Department:Data Science
Eurecom ref:3940
Copyright: © ACM, 2013. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in ICMR 2013, ACM International Conference on Multimedia Retrieval, April 16-19, 2013, Dallas, Texas, USA http://dx.doi.org/10.1145/2461466.2461532
Bibtex: @inproceedings{EURECOM+3940, doi = {http://dx.doi.org/10.1145/2461466.2461532 }, year = {2013}, title = {{S}emantic indexing and computational aesthetics: {I}nteractions, bridges and boundaries doctoral symposium}, author = {{R}edi, {M}iriam}, booktitle = {{ICMR} 2013, {ACM} {I}nternational {C}onference on {M}ultimedia {R}etrieval, {A}pril 16-19, 2013, {D}allas, {T}exas, {USA} }, address = {{D}allas, {UNITED} {STATES}}, month = {04}, url = {http://www.eurecom.fr/publication/3940} }
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