Multi-prototype fuzzy clustering with fuzzy K-nearest neighbor for off-line human action recognition

• المؤلفون الرئيسيون: Wongkhuenkaew R., Auephanwiriyakul S., Theera-Umpon N.
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2014
• الوصول للمادة أونلاين: http://www.scopus.com/inward/record.url?eid=2-s2.0-84887837062&partnerID=40&md5=3218aeaf677aeb442640994933721a47; http://cmuir.cmu.ac.th/handle/6653943832/1652
• المؤسسة: Chiang Mai University

Fall detection of elderly in home environment is an important research area. The fall detection is a part of the human action recognition. In this paper, a human action detection using the fuzzy clustering algorithm with the fuzzy K-nearest neighbor from view-invariant human motion analysis is imple...