3D-AD: 3D-autism dataset for repetitive behaviours with kinect sensor
| Autor: | Omar Rihawi, Djamal Merad, Jean-Luc Damoiseaux |
|---|---|
| Přispěvatelé: | Laboratoire d'Informatique et Systèmes (LIS), Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS), Images et Modèles (I&M), Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS), Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL), Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Laboratoire des Sciences de l'Information et des Systèmes (LSIS), Centre National de la Recherche Scientifique (CNRS)-Arts et Métiers Paristech ENSAM Aix-en-Provence-Université de Toulon (UTLN)-Aix Marseille Université (AMU) |
| Rok vydání: | 2017 |
| Předmět: |
Dynamic time warping
business.industry Computer science 05 social sciences [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] 02 engineering and technology medicine.disease Social skills [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV] 0202 electrical engineering electronic engineering information engineering medicine Autism 020201 artificial intelligence & image processing 0501 psychology and cognitive sciences Computer vision Artificial intelligence business ComputingMilieux_MISCELLANEOUS 050104 developmental & child psychology Cognitive psychology |
| Zdroj: | AVSS 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2017, Lecce, France. pp.1-6, ⟨10.1109/AVSS.2017.8078544⟩ |
| DOI: | 10.1109/avss.2017.8078544 |
| Popis: | Autism spectrum disorders (ASD) is a disorder that affects communication, social skills or behaviours of some people. Children or adults with ASD often have some common repetitive behaviours or self-stimulatory behaviours. These behaviours usually refer to specific behaviours such as flapping, rocking, spinning, etc. This work investigates these behaviours and provides a benchmark dataset for researchers. In our knowledge, this dataset is the first 3D-dataset available online1 in the area of 3D recognitions of complex and repetitive behaviours of autistic people. The 3D-Autism Dataset (3D-AD) is captured with Kinect sensor. We explore different categories of autistic repetitive behaviours: static and dynamic ones, simple and complex ones. Experiments have been done using dynamic time warping to detect these behaviours. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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