Research Explorer

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Researcher

Nina Žižakić

Awards & Distinctions

10 Results

2023

HSIToolbox : a web-based application for the classification of hyperspectral images

Zeno DhaeneNina ŽižakićShaoguang HuangXian LiAleksandra Pizurica

A1 Journal Article in SOFTWAREX

2022

Autoencoder-based image dimensionality reduction methods

Nina ŽižakićAleksandra Pizurica

Efficient local image descriptors learned with autoencoders

Nina ŽižakićAleksandra Pizurica

A1 Journal Article in IEEE ACCESS

2021

Assisting classical paintings restoration : efﬁcient paint loss detection and descriptor-based inpainting using shared pretraining

Laurens MeeusShaoguang HuangNina ŽižakićXianghui XieBart DevolderHélène DuboisMaximiliaan MartensAleksandra Pizurica

Deep image hashing based on twin-bottleneck hashing with variational autoencoders

Maxim VerwilstNina ŽižakićLingchen GuAleksandra Pizurica

Invertible local image descriptors learned with variational autoencoders

Nina ŽižakićAleksandra Pizurica

β-variational autoencoders for learning invertible local image descriptors

Nina ŽižakićAleksandra Pizurica

A2 Journal Article in IMAGE PROCESSING & COMMUNICATIONS

2020

Learned BRIEF : transferring the knowledge from hand-crafted to learning-based descriptors

Nina ŽižakićAleksandra Pizurica

2019

Autoencoder-learned local image descriptor for image inpainting

Nina ŽižakićIzumi ItoLaurens MeeusAleksandra Pizurica

Learning local image descriptors with autoencoders

Nina ŽižakićIzumi ItoAleksandra Pizurica