"Visual screening tools for ornament analysis" by Sayan Chaki and Thierry Fournel

Seminar by Sayan Chaki and Thierry Fournel

Abstract

This oral presentation will aim to jointly introduce visual rendering aspects and autoencoder-based models under development for change localization and unsupervised decomposition of ancient ornaments in the framework of the ANR ROIi project (https://ro2i.hypotheses.org/). Visual rendering is a crucial point in the image querying context, impacting image representation. Autoencoders are well-suited for representation learning, their current design depending on the targeted task. Here, autoencoders will be first considered in their basic form for change localization, then in their variational one for distorted content generation. The decomposition task will be the opportunity to describe how reversing the generative process. 

This seminar will be held in english.

Lien Cisco Webex : https://ujmstetienne.webex.com/meet/ImageSCV