TAILOR 2020: Workshop on Texture AnalysIs, cLassificatiOn and Retrieval Milan, Italy, January 10, 2021 |
Conference website | http://www.ivl.disco.unimib.it/minisites/tailor/ |
Submission link | https://easychair.org/conferences/?conf=tailor20200 |
Submission deadline | October 25, 2020 |
Texture is among the most important visual properties that determine the appearance of materials, and therefore plays a pivotal role in this context. As a consequence, texture analysis has been an area of intense research activity in computer vision since early on.
In recent years, research in the field has been shifting from hand-designed descriptors towards data-driven, 'learnt' approaches (Deep Learning). The applicability of this paradigm to textures analysis, recognition and retrieval, however, is yet to be understood. It is also unclear how previous knowledge from the 'hand-crafted' era can be conveniently integrated with Deep Learning models to produce flexible, robust and computationally cheap image descriptors for texture recognition.
The aim of this workshop is to provide a forum for scientists and practitioners concerned with theory and applications of texture analysis, classification and retrieval. We welcome original contributions that address theoretical and practical issues including, but not limited to:
- Feature design: Hand-crafted methods, deep learning and hybrid approaches;
- Vision Science: Perception models for textures;
- Mathematical foundations of texture analysis;
- Performance assessment: Databases under controlled conditions, classification in the wild, comparative
- evaluations;
- Applications: Material recognition, Remote sensing, medical image analysis, food recognition, fashion industry and industrial inspection, cultural heritage.
Submission Guidelines
Please visit the conference website for accepted paper formats and details about the submission procedure
Dates
Please visit the conference website
Committees
Organizing Committee
- Francesco Bianconi, University of Perugia, Italy
- Claudio Cusano, University of Pavia, Italy
- Antonio Fernández, University of Vigo, Spain
- Paolo Napoletano, University of Milan-Bicocca, Italy
Technical Programme Committee (in progress)
- Simone Bianco, University of Milan-Bicocca, Italy
- Marco Buzzelli, University of Milan-Bicocca, Italy
- Eva Cernadas García, Centro de Investigacion en Tecnoloxias Intelixentes da USC, Spain
- Youssef El Merabet, Université Ibn Tofail, Marocco
- Richard Harvey, University of East Anglia, UK
- Anne Humeau-Heurtier, University of Angers, Fr
- Flavio Piccoli, University of Milan-Bicocca, IT
- Constantino Carlos Reyes-Aldasoro, City, University of London, UK
- Raimondo Schettini, University of Milan-Bicocca, Italy
- Fabrizio Smeraldi, Queen Mary, University of London, UK