Detail of the student project

Topic:Video retrieval with deep local features
Department:Katedra kybernetiky
Supervisor:Georgios Tolias, Ph.D.
Announce as:Diplomová práce, Bakalářská práce, Semestrální projekt
Description:The goal of this project is to perform video retrieval with a query by example. The project will aim to transfer techniques from deep local feature detection and retrieval in the image domain to the video domain.
Bibliography:Learning and aggregating deep local descriptors for instance-level recognition. Giorgos Tolias, Tomas Jenicek, and Ondřej Chum, Proc. ECCV, 2020

ViSiL: Fine-grained spatio-temporal video similarity learning
G Kordopatis-Zilos, S Papadopoulos, I Patras, I Kompatsiaris, ICCV 2019
Responsible person: Petr Pošík