Skip to main content

Extracting Characteristics of Fashion Models from Magazines for Item Recommendation

  • Conference paper
  • First Online:
Text, Speech, and Dialogue (TSD 2015)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9302))

Included in the following conference series:

  • 1838 Accesses

Abstract

Many fashion magazines are available, and exclusive models in each magazine have a particular image. Readers of fashion magazines purchase fashion items by referencing the outfits worn by exclusive models. However, fashion recommendation systems for items based on the characteristics of an exclusive model do not exist on online shopping sites. Therefore, we propose an image extraction-based fashion recommendation system that considers information about the items worn by a model in a magazine. This study has performed an image extraction with a model based on this concept.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Iwata, T., Watanabe, S., Sawada, H.: Fashion coordinates recommender system using photographs from fashion magazines. In: Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence - Volume Three. IJCAI 2011, pp. 2262–2267. AAAI Press (2011)

    Google Scholar 

  2. Kamma, Y., Marutani, T., Kajita, S., Mase, K.: Proposal of a fashion coordinate recommendation system based on fashion image keywords. SIG Human-Computer Interaction. HCI, IPSJ SIG Technical Report 2011(26), 1–7 (2011). (in Japanese)

    Google Scholar 

  3. Liu, S., Feng, J., Song, Z., Zhang, T., Lu, H., Xu, C., Yan, S.: Hi, magic closet, tell me what to wear! In: Proceedings of the 20th ACM International Conference on Multimedia. MM 2012, pp. 619–628. ACM, New York (2012)

    Google Scholar 

  4. Nagao, S., Takahashi, S., Tanaka, J.: Mirror appliance: recommendation of clothes coordination in daily life. In: Proceedings of the Human Factors in Telecommunication. HFT 2008, pp. 367–374 (2008)

    Google Scholar 

  5. Sato, A., Watanabe, K., Yasumura, M., Rekimoto, J.: suGATALOG: fashion coordination system that supports users to choose everyday fashion with clothed pictures. In: Kurosu, M. (ed.) HCII/HCI 2013, Part V. LNCS, vol. 8008, pp. 112–121. Springer, Heidelberg (2013)

    Google Scholar 

  6. Shen, E., Lieberman, H., Lam, F.: What am i gonna wear?: scenario-oriented recommendation. In: Proceedings of the 12th International Conference on Intelligent User Interfaces. IUI 2007, pp. 365–368. ACM, New York (2007)

    Google Scholar 

  7. Tomikawa, A.: The effect of model and styling in consumer information processing about magazine’s image. Journal of Atomi University Faculty Of Literature 47, A69–A89 (2012). (in Japanese)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yoshiaki Kurosawa .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Murakami, T., Kurosawa, Y., Kurashita, Y., Mera, K., Takezawa, T. (2015). Extracting Characteristics of Fashion Models from Magazines for Item Recommendation. In: Král, P., Matoušek, V. (eds) Text, Speech, and Dialogue. TSD 2015. Lecture Notes in Computer Science(), vol 9302. Springer, Cham. https://doi.org/10.1007/978-3-319-24033-6_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-24033-6_6

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-24032-9

  • Online ISBN: 978-3-319-24033-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics