Search Results for author: Marco Godi

Found 6 papers, 3 papers with code

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

1 code implementation6 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.

Video-to-Shop

Texture Retrieval in the Wild through detection-based attributes

no code implementations29 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).

Retrieval

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

1 code implementation29 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.

Attribute

Understanding Deep Architectures by Visual Summaries

2 code implementations27 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.

General Classification Image Classification

Indirect Match Highlights Detection with Deep Convolutional Neural Networks

no code implementations2 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.

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