Social Signaling Descriptor for Group Behaviour Analysis

• Type: Article in International Conference Proceedings Book
• Date: 2015

Authors

Eduardo M Pereira (Author) Other; Lucian Ciobanu (Author) Other; Jaime S Cardoso (Author) FEUP

Conference proceedings International

Title: PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2015)

Pages: 13-22

7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA)

Santiago de Compostela, SPAIN, JUN 17-19, 2015

Indexing

ISI Web of Knowledge - 3 Citations

Scopus - 3 Citations

Scientific classification

FOS: Natural sciences > Computer and information sciences

Other information

Authenticus ID: P-00G-EM7

DOI: 10.1007/978-3-319-19390-8_2

Abstract (EN): Group behaviour characterisation is a topic not so well studied in the video surveillance community due to its difficulty and large variety of topics involved, but mainly because the lack of valid semantic concepts that relate collective activity to social context. In this work, our proposal is three-fold: a new definition of semantic concepts for social group analysis considering environment context, a novel video surveillance dataset that conveys a sociological perspective, and a descriptor that emphasises social interactions cues within a group. Promising results were revealed in order to deal with such complex problem.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 10