FashionAI: Exploring the Intersection of Fashion and Artificial Intelligence for Reshaping the Industry Call for Papers


Call for Papers

Exploring the Intersection of Fashion and Artificial Intelligence
for Reshaping the Industry

International Workshop at ECCV 2024


=== Submission Deadline: July 12, 2024 ====

(11:59 p.m. CET)



The fashion domain is entering a transformative era marked by both
opportunities and challenges that are closely linked to the
integration of generative AI and computer vision solutions, with a
strong focus on both research and technology transfer. These
challenges, which range from the automation of complex design
processes to the personalization of customer experiences and the
optimization of supply chains, are not unique to any single company
but are shared by the entire spectrum of companies operating in the
luxury fashion sector. They also resonate deeply within the computer
vision community, where ongoing research and development are pushing
the limits of what is possible with fashion AI.

This workshop is designed to be a central platform for presenting the
latest advances in addressing these common challenges. More
importantly, it aims to establish a dedicated fashion AI
community. Such a community is conceived as a collaborative network of
AI researchers, fashion designers, industry practitioners, and
technology innovators. Its purpose is to foster ongoing dialogue,
exchange of ideas, and collaborative projects that not only address
current challenges but also anticipate and prepare for future
trends. By encouraging open communication and collaboration, the
workshop aims to create a synergy that leverages the strengths of both
the AI and fashion sectors.



The workshop calls for submissions addressing, but not limited to, the
following topics:

    Style and Product Recommendation

    Cross-Domain Visual Search for Fashion

    Visual Size and Fit Advice

    Garment Classification and Retrieval

    Virtual Try-On

    Body Shape Prediction

    Automatic Article Tagging

    Trend Analysis and Forecasting

    Personal Shopping Assistants

    Efficient Methods for Fashion Search

    Fashion Analysis in Videos

    Generative Design Algorithms with Humans in the Loop

    Creative Visual Content Generation for Fashion

    Clothing Landmark Estimation

    Application of LLMs and Multimodal LLMs to Fashion



    Paper Submission Deadline: July 12, 2024

    Decision to Authors: August 10, 2024

    Camera ready papers due: August 31, 2024



Papers should be submitted at:

At the time of submission, authors must indicate the type of the

    Regular papers: will be peer-reviewed following the same policy of
    the main conference and will be published in the ECCV workshop
    proceedings. These are meant to present novel contributions not
    published previously (submitted papers should not have been
    published, accepted, or under review elsewhere).

    Presentation papers: are meant for papers that are currently under
    review or have been already accepted for publication previously,
    preferably in the last year, in some major conferences or
    journals. These papers will undergo a soft-reviewing process by
    the chairs to assess their suitability for the workshop
    topics. These will not appear in the proceedings.

All papers (both regular and presentation) must be prepared according
to the ECCV guidelines, with a maximum of 14 pages plus unlimited
pages for references. Regular papers will be reviewed by at least two
reviewers with double-blind peer-review policy. Presentation papers do
not need to be anonymized. Manuscripts must be submitted as pdf
documents following using the ECCV main conference templates available



    Rita Cucchiara, University of Modena and Reggio Emilia, Italy

    Emanuele Frontoni, University of Macerata, Italy

    Marcella Cornia, University of Modena and Reggio Emilia, Italy

    Marina Paolanti, University of Macerata, Italy