چکیده مقاله
Using Augmented Reality AR played important role in learning, education, therapy and especially autism therapy in last decade Rehabilitating people with Autistic Spectrum Disorder ASD using AR was so mentionable in the therapy process This paper presents a new method for rehabilitation and therapy for people with ASD using Microsoft Kinect V 2 System starts with human detection using depth sensor In the second step system detects the subject’s face using Viola and Jones algorithm and recognize subject’s face using Convolutional Neural Network CNN using color sensor Third step is consisting of feature extraction process using Bag of Features BOF for Content Based Image Retrieval CBIR purpose and tracing these points using Kanade–Lucas–Tomasi KLT algorithm for finalizing AR process In the meanwhile, morphing subject’s face to a new avatar takes place randomly , and also emotion recognition using CNN helps the human therapist Experiments is done on 4 children with ASD Therapy estimation after a weak showed experiment’s improvement during 7 days or meetings
کلیدواژهها
نویسندگان
سید محمد حسین موسوی
Department of Computer Engineering Bu Ali Sina University Hamadan, Iran
S.Younes Mirinezhad
Department of Computer Engineering Bu Ali Sina University Hamadan, Iran
Atiye Ilanloo
Faculty of Humanities Psychology Islamic Azad University Rasht Gilan, Iran
Narges Aghsaghloo
Faculty of Humanities Psychology Islamic Azad University Saveh Markazi, Iran
شیوه ارجاع
Mousavi, Seyed Muhammad Hossein and Mirinezhad, S.Younes and Ilanloo, Atiye and Aghsaghloo, Narges,1398,Utilizing SURF Features and KLT Tracking Algorithm in Augmented Reality (AR), Using Kinect V.2 with the Aim of Autism Therapy,3rd national conference on Computer, Information Technology and Artificial Intelligence,Ahvaz
ارائهشده در
مجموعه مقالات سومین کنفرانس ملی کامپیوتر، فناوری اطلاعات و کاربردهای هوش مصنوعی16 بهمن 1398 · اهواز