Poker Vision: Playing Cards and Chips Identification Based on Image Processing

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2011

Autores

martins, p (Autor) Outra; reis, lp (Autor) FEUP; teofilo, l (Autor) Outra

Ata de Conferência Internacional

Título: PATTERN RECOGNITION AND IMAGE ANALYSIS: 5TH IBERIAN CONFERENCE, IBPRIA 2011

Páginas: 436-443

5th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA)

Las Palmas, SPAIN, JUN 08-10, 2011

Indexação

ISI Web of Knowledge - 0 Citações

Scopus - 3 Citações

Classificação Científica

FOS: Ciências exactas e naturais > Ciências da computação e da informação

Outras Informações

ID Authenticus: P-002-WW3

DOI: 10.1007/978-3-642-21257-4_54

Abstract (EN): This paper presents an approach to the identification of playing cards and counting of chips in a poker game environment, using an entry-level webcam and computer vision methodologies. Most of the previous works on playing cards identification rely on optimal camera position and controlled environment. The presented approach is intended to suit a real and uncontrolled environment along with its constraints. The recognition of playing cards lies on template matching, while the counting of chips is based on colour segmentation combined with the Hough Circles Transform. With the proposed approach it is possible to identify the cards and chips in the table correctly. The overall accuracy of the rank identification achieved is around 94%.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 8