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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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A novel deep network architecture for reconstructing RGB facial images from thermal for face recognition 

Anbarjafari, Gholamreza; Litvin, Andre; Nasrollahi, Kamal; Escalera, Sergio; Ozcinar, Cagri; Moeslund, Thomas B. (Springer, 2019)
This work proposes a fully convolutional network architecture for RGB face image generation from a given input thermal face image to be applied in face recognition scenarios. The proposed method is based on the FusionNet ...
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Adaptive multi-view video streaming using side information over peer-to-peer networks 

Anbarjafari, Gholamreza; Ozcinar, Cagri; Ekmekcioglu, Erhan; Kondoz, Ahmet (SPRINGER, 2019-03)
Multi-view plus-depth-map (MVD) video streaming with autostereoscopic displays provides multi-user immersive media experiences. In this context, delivery of MVD representation to multiple clients remains a challenging ...
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Going deeper in hidden sadness recognition using spontaneous micro expressions database 

Anbarjafari, Gholamreza; Gorbova, Jelena; Colovic, Milica; Marjanovic, Marina; Njegus, Angelina (Springer, 2019-08)
Recognition of facial micro-expressions (MEs), which indicates conscious or unconscious suppressing of true emotions, is still a challenging task in the affective computing and computer vision. There are two main reasons ...
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Audio-Visual Emotion Recognition in Video Clips 

Anbarjafari, Gholamreza; Noroozi, Fatemeh; Marjanovic, Marina; Njegus, Angelina; Escalera, Sergio (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019-01)
This paper presents a multimodal emotion recognition system, which is based on the analysis of audio and visual cues. From the audio channel, Mel-Frequency Cepstral Coefficients, Filter Bank Energies and prosodic features ...
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Guest editorial: special issue on human abnormal behavioural analysis 

Anbarjafari, Gholamreza; Escalera, Sergio; Nasrollahi, Kamal; Jair Escalante, Hugo; Baro, Xavier; Wan, Jun; Moeslund, Thomas B. (Springer Verlag, 2019-07-01)
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Multimodal sequential fashion attribute prediction 

Arslan, Hasan Sait; Sirts, Kairit; Fishel, Mark; Anbarjafari, Gholamreza (MDPI AG, 2019-10-01)
We address multimodal product attribute prediction of fashion items based on product images and titles. The product attributes, such as type, sub-type, cut or fit, are in a chain format, with previous attribute values ...
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Correction to: Optimal image compression via block-based adaptive colour reduction with minimal contour effect (Multimedia Tools and Applications, (2018), 77, 23, (30939-30968), 10.1007/s11042-018-6118-y) 

Rasti, Pejman; Lüsi, Iiris; Bolotnikova, Anastasia; Daneshmand, Morteza; Ozcinar, Cagri; Anbarjafari, Gholamreza (Springer, 2019)
After the publication of this work [1], it was noticed that the co-author Pejman Rasti was omitted as the first author following an institutional investigation. The first author’s name is inserted in this erratum article.
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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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Emotion Recognition from Skeletal Movements 

Anbarjafari, Gholamreza; Pelikant, Adam; Kaminska, Dorota; Sapinski, Tomasz (MDPI, 2019-07)
Automatic emotion recognition has become an important trend in many artificial intelligence (AI) based applications and has been widely explored in recent years. Most research in the area of automated emotion recognition ...
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Anbarjafari, Gholamreza (14)
Escalera, Sergio (5)Ozcinar, Cagri (5)Avots, Egils (4)Nasrollahi, Kamal (3)Baro, Xavier (2)Haamer, Rain Eric (2)Helmi, Ahmed (2)Kaminska, Dorota (2)Marjanovic, Marina (2)... View MoreSubjectDeep learning (2)Biometric recognition (1)CNN (1)education (1)Emotion recognition (1)emotion recognition; gestures; body movements; Kinect sensor; neural networks; deep learning (1)Face recognition (1)facial modeling; morphing; stretching; computer vision; similarity calculation; deformable model; 3D faces; virtual reality; blendshape (1)Fashion E-Commerce (1)Fully convolutional networks (1)... View MoreDate Issued
2019 (14)
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