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Histogram-Based Feature Extraction from Individual Gray Matter Similarity-Matrix for Alzheimer's Disease Classification 

Anbarjafari, Gholamreza; Beheshti, Iman; Maikusa, Norihide; Matsuda, Hiroshi; Demirel, Hasan (IOS PRESS, 2017)
Automatic computer-aided diagnosis (CAD) systems have been widely used in classification of patients who suffer from Alzheimer's disease (AD). This paper presents an automatic CAD system based on histogram feature extraction ...
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Mimicking speaker's lip movement on a 3D head model using cosine function fitting 

Lusi, Iris; Anbarjafari, Gholamreza (POLSKA AKAD NAUK, 2017-10)
Real-time mimicking of human facial movement on a 3D head model is a challenge which has attracted attention of many researchers. In this research work we propose a new method for enhancing the capturing of the shape of ...
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Statistical approach based iris recognition using local binary pattern 

Anbarjafari, Gholamreza; Rasti, Pejman; Daneshmand, Morteza (FEDERACION ASOCIACIONES INGENIEROS INDUSTRIALES ESPANA, 2017-01)
Among biometric features utilized for identity recognition purposes, iris has proven to be the most reliable one in terms of sufficient distinctiveness, which has direct implications and importance towards improving the ...
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Medical robots with potential applications in participatory and opportunistic remote sensing: A review 

Anbarjafari, Gholamreza; Daneshmand, Morteza; Bilici, Ozan; Bolotnikova, Anastasia (2017)
Among numerous applications of medical robotics, this paper concentrates on the design, optimal use and maintenance of the related technologies in the context of healthcare, rehabilitation and assistive robotics, and ...
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A new low-complexity patch-based image super-resolution 

Anbarjafari, Gholamreza; Rasti, Pejman; Nasrollahi, Kamal; Orlova, Olga; Tamberg, Gert; Ozcinar, Cagri; Moeslund, Thomas B. (INST ENGINEERING TECHNOLOGY-IET, 2017-10)
In this study, a novel single image super-resolution (SR) method, which uses a generated dictionary from pairs of high-resolution (HR) images and their corresponding low-resolution (LR) representations, is proposed. First, ...
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Real-time, automatic digi-tailor mannequin robot adjustment based on human body classification through supervised learning 

Anbarjafari, Gholamreza; Daneshmand, Morteza; Abels, Artur (SAGE PUBLICATIONS INC, 2017-06-12)
Although mannequin robots have been in use in the context of fit advising, most of the modules involved in the process of online try-on still demand manual calculations, operations and adjustments. This article overcomes ...
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Vocal-based emotion recognition using random forests and decision tree 

Anbarjafari, Gholamreza; Noroozi, Fatemeh; Sapinski, Tomasz; Kaminska, Dorota (SPRINGER, 2017-06)
This paper proposes a new vocal-based emotion recognition method using random forests, where pairs of the features on the whole speech signal, namely, pitch, intensity, the first four formants, the first four formants ...
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Real-time ensemble based face recognition system for NAO humanoids using local binary pattern 

Anbarjafari, Gholamreza; Bolotnikova, Anastasia; Demirel, Hasan (SPRINGER, 2017-09)
NAO humanoid robots are being used in many human-robot interaction applications. One of the important existing challenges is developing an accurate real-time face recognition system which does not require to have high ...
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Dynamic bitrate allocation of interactive real-time streamed multi-view video with view-switch prediction 

Anbarjafari, Gholamreza; Ozcinar, Cagri (SPRINGER LONDON LTD, 2017-10)
In multi-view video (MVV), the real-world scene is usually captured by more than two cameras positioned in an array. A viewer can consume MVV using either a non-interactive or an interactive transmission method. In the ...
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Classification of Alzheimer's Disease and Prediction of Mild Cognitive Impairment Conversion Using Histogram-Based Analysis of Patient-Specific Anatomical Brain Connectivity Networks 

Anbarjafari, Gholamreza; Beheshti, Iman; Maikusa, Norihide; Daneshmand, Morteza; Matsuda, Hiroshi; Demirel, Hasan (IOS PRESS, 2017)
In this study, we investigated the early detection of Alzheimer's disease (AD) and mild cognitive impairment (MCI) conversion to AD through individual structural connectivity networks using structural magnetic resonance ...
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Anbarjafari, Gholamreza (12)
Daneshmand, Morteza (4)Demirel, Hasan (3)Beheshti, Iman (2)Bolotnikova, Anastasia (2)Kaminska, Dorota (2)Maikusa, Norihide (2)Matsuda, Hiroshi (2)Ozcinar, Cagri (2)Rasti, Pejman (2)... View MoreSubject3D body scanning; gender and size classification; digi-tailor mannequin robots; supervised learning; fit advising (1)3D lip movement modelling; mathematical modelling; depth information analysis; cosine function fitting; human-computer interaction (1)Alzheimer's disease; anatomical connectivity networks; feature extraction; magnetic resonance imaging; mild cognitive impairment (1)Alzheimer's disease; Fisher criterion; histogram; individual gray matter; similarity-matrix (1)Biometric; Statistical distributions; Image color analysis; Iris recognition; Local binary pattern; Probability density function (1)full polymeric actuators; PPyDBS; trilayer; solvent effect; diffusion coefficients (1)healthcare, medical robotics, opportunistic sensing, participatory sensing, robotic systems (1)image resolution; image representation; image enhancement; chemical analysis; low-complexity patch; single image super-resolution method; SR method; high-resolution images; HR images; LR images; low-resolution representations; LR dictionary; illumination enhancement process; neighbour patches; interpolated image; quantitative analyses; qualitative analyses (1)Interactivemulti-view video; Bitrate allocation; Zipf distribution; Hidden Markov model prediction; View prediction (1)Real-time face recognition; Local binary pattern; NAO humanoid; Data fusion; Kullback-Leibner divergence (1)... View MoreDate Issued
2017 (12)
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