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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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Image illumination enhancement with an objective no-reference measure of illumination assessment based on Gaussian distribution mapping 

Anbarjafari, Gholamreza; Jafari, Adam; Jahromi, Mohammad Naser Sabet; Ozcinar, Cagri; Demirel, Hasan (ELSEVIER - DIVISION REED ELSEVIER INDIA PVT LTD, 2015-12)
Illumination problems have been an important concern in many image processing applications. The pattern of the histogram on an image introduces meaningful features; hence within the process of illumination enhancement, it ...
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Resolution enhancement of imagestakenby mobile phonecamera 

Anbarjafari, Gholamreza; Demirel, Hasan; Çelebi, Erbuğ (2012-02)
Carey and co-researchers have estimated a super-resolution technique DA SR (Demirel-Anbarjafari Super Resolution), based on interpolation of the high frequency sub-band images obtained by discrete wavelet transform (DWT). ...
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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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Dominant and Complementary Emotion Recognition From Still Images of Faces 

Anbarjafari, Gholamreza; Guo, Jianzhu; Lei, Zhen; Wan, Jun; Avots, Egils; Hajarolasvadi, Noushin; Knyazev, Boris; Kuharenko, Artem; Silveira Jacques Junior, Julio C.; Baro, Xavier; Demirel, Hasan; Escalera, Sergio; Allik, Jueri (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2018)
Emotion recognition has a key role in affective computing. Recently, fine-grained emotion analysis, such as compound facial expression of emotions, has attracted high interest of researchers working on affective computing. ...
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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 (6)
Demirel, Hasan (6)
Beheshti, Iman (2)Maikusa, Norihide (2)Matsuda, Hiroshi (2)Allik, Jueri (1)Avots, Egils (1)Baro, Xavier (1)Bolotnikova, Anastasia (1)Daneshmand, Morteza (1)... View MoreSubjectAlzheimer'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)Dominant and complementary emotion recognition; compound emotions; fine-grained face emotion dataset (1)Gaussian distribution mapping (1)Illumination assessment measure (1)Illumination enhancement (1)Image enhancement (1)Image processing (1)Kullback-Leibler divergence (1)Real-time face recognition; Local binary pattern; NAO humanoid; Data fusion; Kullback-Leibner divergence (1)... View MoreDate Issued2017 (3)2012 (1)2015 (1)2018 (1)Full Text Status
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