Analysis and recognition of human actions with flow features and temporal models

• Tác giả: Hildegard Kühne
• Ngôn ngữ: eng
• ISBN-13: 978-3731502821
• ISBN: KSP/1000043583
• Ký hiệu phân loại: 004 Data processing || Computer science
• Thông tin xuất bản: Karlsruhe : KIT Scientific Publishing, 2014
• Mô tả vật lý: 1 electronic resource (XV, 183 p. p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 201094

Tóm tắt

This work focuses the recognition of complex human activities in video data. A combination of new features and techniques from speech recognition is used to realize a recognition of action units and their combinations in video sequences. The presented approach shows how motion information gained from video data can be used to interpret the underlying structural information of actions and how higher level models allow an abstraction of different motion categories beyond simple classification.