Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Nina Žižakić

ORCID iD: 0000-0002-8419-9568

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- Journal Article
- A1
- open access
HSIToolbox : a web-based application for the classification of hyperspectral images

Zeno Dhaene, Nina Žižakić (UGent) , Shaoguang Huang (UGent) , Xian Li and Aleksandra Pizurica (UGent)

(2023) SOFTWAREX. 22.
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- PhD Thesis
- open access
Autoencoder-based image dimensionality reduction methods

Nina Žižakić (UGent)

(2022)
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- Journal Article
- A1
- open access
Efficient local image descriptors learned with autoencoders

Nina Žižakić (UGent) and Aleksandra Pizurica (UGent)

(2022) IEEE ACCESS. 10. p.221-235
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- Journal Article
- A2
- open access
β-variational autoencoders for learning invertible local image descriptors

Nina Žižakić (UGent) and Aleksandra Pizurica (UGent)

(2021) IMAGE PROCESSING & COMMUNICATIONS. 24(1). p.71-78
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- Conference Paper
- P1
- open access
Deep image hashing based on twin-bottleneck hashing with variational autoencoders

Maxim Verwilst, Nina Žižakić (UGent) , Lingchen Gu and Aleksandra Pizurica (UGent)

(2021) 2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP). In IEEE International Workshop on Multimedia Signal Processing
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Invertible local image descriptors learned with variational autoencoders

Nina Žižakić (UGent) and Aleksandra Pizurica (UGent)

(2021) IEICE PROCEEDING SERIES. 64.
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- Conference Paper
- P1
- 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)

(2021) Optics, Photonics and Digital Technologies for Imaging Applications VI. In Proceedings of SPIE 11353.
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- Conference Paper
- P1
- open access
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). In IEEE International Workshop on Multimedia Signal Processing
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- Conference Paper
- C1
- open access
Autoencoder-learned local image descriptor for image inpainting

Nina Žižakić (UGent) , Izumi Ito, Laurens Meeus 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