1 code implementation • 6 Oct 2021 • Marco Godi, Christian Joppi, Geri Skenderi, Marco Cristani
Retrieving clothes which are worn in social media videos (Instagram, TikTok) is the latest frontier of e-fashion, referred to as "video-to-shop" in the computer vision literature.
Ranked #1 on Video-to-Shop on MovingFashion
no code implementations • 29 Aug 2019 • Christian Joppi, Marco Godi, Andrea Giachetti, Fabio Pellacini, Marco Cristani
Capturing the essence of a textile image in a robust way is important to retrieve it in a large repository, especially if it has been acquired in the wild (by taking a photo of the textile of interest).
1 code implementation • 29 Aug 2019 • Marco Godi, Christian Joppi, Andrea Giachetti, Fabio Pellacini, Marco Cristani
It first individuates texels, characterizing them with individual attributes; subsequently, texels are grouped and characterized through layout attributes, which give the Texel-Att representation.
no code implementations • 15 Apr 2019 • Marco Godi, Christian Joppi, Andrea Giachetti, Marco Cristani
We present SIMCO, the first agnostic multi-class object counting approach.
2 code implementations • 27 Jan 2018 • Marco Carletti, Marco Godi, Maedeh Aghaei, Francesco Giuliari, Marco Cristani
In deep learning, visualization techniques extract the salient patterns exploited by deep networks for image classification, focusing on single images; no effort has been spent in investigating whether these patterns are systematically related to precise semantic entities over multiple images belonging to a same class, thus failing to capture the very understanding of the image class the network has realized.
no code implementations • 2 Oct 2017 • Marco Godi, Paolo Rota, Francesco Setti
Highlights in a sport video are usually referred as actions that stimulate excitement or attract attention of the audience.