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Volumetric Histogram-Based Alzheimer's Disease Detection Using Support Vector Machine 

Elshatoury, Heba; Avots, Egils; Anbarjafari, Gholamreza (NLM (Medline), 2019)
In this research work, machine learning techniques are used to classify magnetic resonance imaging brain scans of people with Alzheimer's disease. This work deals with binary classification between Alzheimer's disease and ...
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Action Recognition Using Single-Pixel Time-of-Flight Detection 

Anbarjafari, Gholamreza; Ofodile, Ikechukwu; Helmi, Ahmed; Clapes, Albert; Avots, Egils; Peensoo, Kerttu Maria; Valdma, Sandhra-Mirella; Valdmann, Andreas; Valtna-Lukner, Heli; Omelkov, Sergey; Escalera, Sergio; Ozcinar, Cagri (MDPI, 2019-04)
Action recognition is a challenging task that plays an important role in many robotic systems, which highly depend on visual input feeds. However, due to privacy concerns, it is important to find a method which can recognise ...
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Privacy-constrained biometric system for non-cooperative users 

Jahromi, Mohammad Nejati Sabet; Buch-Cardona, Pau; Avots, Egils; Nasrollahi, Kamal; Escalera, Sérgio; Moeslund, Thomas Baltzer; Anbarjafari, Gholamreza (MDPI AG, 2019-11-01)
With the consolidation of the new data protection regulation paradigm for each individual within the European Union (EU), major biometric technologies are now confronted with many concerns related to user privacy in biometric ...
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Virtual Reality and Its Applications in Education: Survey 

Anbarjafari, Gholamreza; Kaminska, Dorota; Sapinski, Tomasz; Wiak, Slawomir; Tikk, Toomas; Haamer, Rain Eric; Avots, Egils; Helmi, Ahmed; Ozcinar, Cagri (MDPI, 2019-10)
In the education process, students face problems with understanding due to the complexity, necessity of abstract thinking and concepts. More and more educational centres around the world have started to introduce powerful ...
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From 2D to 3D geodesic-based garment matching 

Anbarjafari, Gholamreza; Avots, Egils; Madadi, Meysam; Escalera, Sergio; Gonzalez, Jordi; Baro, Xavier; Pallin, Paul (Springer, 2019-09)
A new approach for 2D to 3D garment retexturing is proposed based on Gaussian mixture models and thin plate splines (TPS). An automatically segmented garment of an individual is matched to a new source garment and rendered, ...



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AuthorAnbarjafari, Gholamreza (5)
Avots, Egils (5)
Escalera, Sergio (2)Helmi, Ahmed (2)Ozcinar, Cagri (2)Baro, Xavier (1)Buch-Cardona, Pau (1)Clapes, Albert (1)Elshatoury, Heba (1)Escalera, Sérgio (1)... View MoreSubjectAlzheimer’s disease (1)Biometric recognition (1)computer vision (1)Deep learning (1)education (1)feature extraction (1)Gaussian mixture model (1)Geodesic distance (1)immersive education (1)individual grey matter (1)... View MoreDate Issued
2019 (5)
Has File(s)true (4)false (1)

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