PORTALE DELLA DIDATTICA

Ricerca CERCA
  KEYWORD

GR-09 - GRAphics and INtelligent Systems - GRAINS

Near duplicate image detection

azienda Thesis in external company    


Reference persons FABRIZIO LAMBERTI

Research Groups GR-09 - GRAphics and INtelligent Systems - GRAINS

Description Detecting images that are near duplicates (that is slightly altered versions of the same scene) has many important applications (forgery detection, web image retrieval, etc.) This thesis will investigate and compare different approaches that include global and local scale analysis, using both establish techniques (SIFT, SURF, etc.) and neural descriptors from deep convolutional neural networks. Another important aspect is how to efficiently represent, store and navigate large databases that may contain near duplicates. Skills possessed or to acquire: programming skills (openCV, C++ or Python, Keras/Tensorflow or other deep learning framework); analytical skills, detail-oriented attitutes. This thesis could be carried out in collaboration with a company.

See also  http://grains.polito.it/work.php


Deadline 13/02/2019      PROPONI LA TUA CANDIDATURA




© Politecnico di Torino
Corso Duca degli Abruzzi, 24 - 10129 Torino, ITALY
Contatti