Research

PhD Thesis

Computational Aesthetics for Fashion

Christian Joppi

Pdf Slides

Publications

You can also find my articles on Google Scholar.

2022

POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion

Christian Joppi, Geri Skenderi, Marco Cristani

Poster @ European Conference on Computer Vision @ ECCV2022 @ Tel-Aviv

Code

The multi-modal universe of fast-fashion: the Visuelle 2.0 benchmark

Geri Skenderi, Christian Joppi, Matteo Denitto, Berniero Scarpa, Marco Cristani

Oral @ 5th Workshop on Computer Vision for Fashion, Art, and Design @ CVPR22

CodeDataset

2021

MovingFashion: a Benchmark for the Video-to-Shop Challenge

Christian Joppi, Marco Godi, Geri Skenderi, Marco Cristani

Oral @ WACV 2022 – CodeVideos

Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends

Christian Joppi, Geri Skenderi, Matteo Denitto, Marco Cristani

Journal of Forecasting – Code

2020

SIMCO Similarity-Based Object Counting

Christian Joppi, Marco Godi, Andrea Giachetti, Marco Cristani

Poster @ ICPR 2020

Stone Hunter Interface

Christian Joppi, Andrea Giachetti, Marco Cristani

Demo @ ECCV 2020   –    Video

2019

Texel-Att – Representing and Classifying Element-based Textures by Attributes

Marco Godi, Christian Joppi, Andrea Giachetti, Fabio Pellacini, Marco Cristani

Oral @ BMVC 2019    –    Code

Texture Retrieval in the Wild through detection-based attributes

Christian Joppi, Marco Godi, Andrea Giachetti, Fabio Pellacini, Marco Cristani

Oral @ ICIAP 2019

2018

From Web to Physical and Back: WP User Profiling with Deep Learning

Christian Joppi, Pietro Lovato, Gloria Menegaz, Marco Cristani​

Oral @ KDWeb, ICWE 2018