Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Nina Žižakić

Faculty of Engineering and Architecture > Department of Telecommunications and information processing

Work address: Sint-Pietersnieuwstraat 41
9000 Gent
Email: Nina.Zizakic@UGent.be

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- Conference Paper
Invertible local image descriptors learned with variational autoencoders

Nina Žižakić (UGent) and Aleksandra Pizurica (UGent)

(2020) IEICE Information and Communication Technology Forum (ICTF) 2020, Proceedings. p.1-4
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- Conference Paper
Learned BRIEF – transferring the knowledge from hand-crafted to learning-based descriptors

Nina Žižakić (UGent) and Aleksandra Pizurica (UGent)

(2020) 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP). p.1-6
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- C1
- open access
Assisting classical paintings restoration : efﬁcient paint loss detection and descriptor-based inpainting using shared pretraining

Laurens Meeus (UGent) , Shaoguang Huang (UGent) , Nina Žižakić (UGent) , Xianghui Xie, Bart Devolder, Hélène Dubois (UGent) , Maximiliaan Martens (UGent) and Aleksandra Pizurica (UGent)

(2020) Optics, Photonics and Digital Technologies for Imaging Applications VI. In Proceedings of SPIE 11353.
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- C1
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Autoencoder-learned local image descriptor for image inpainting

Nina Žižakić (UGent) , Izumi Ito, Laurens Meeus (UGent) and Aleksandra Pizurica (UGent)

(2019) Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019). In CEUR workshop proceedings 2491.
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Learning local image descriptors with autoencoders

Nina Žižakić (UGent) , Izumi Ito and Aleksandra Pizurica (UGent)

(2019) Image processing and communications : techniques, algorithms and applications. In Advances in Intelligent Systems and Computing 1062. p.214-221