Local binary pattern based texture analysis in real time using a graphics processing unit

VDI Berichte

Volumn , Issue 2012, 2008, Pages 321-324

  Zolynski, Gregor ^a   Braun, Tim ^a   Berns, Karsten ^a  

^a University of Koblenz Landau

Author keywords

Computer vision; Outdoor robotics

Indexed keywords

GRAPHICAL PROCESSING UNIT (GPU); GRAPHICS PROCESSING UNIT (GPU); HARDWARE COMPONENTS; HIGH RESOLUTIONS; INDUSTRIAL INSPECTIONS; LOCAL BINARY PATTERN (LBP); REAL TIME; REAL-TIME PERFORMANCE; RUN TIME; TEXTURE ANALYSIS; TEXTURE ANALYSIS METHOD;

AUTOMATION; CONTENT BASED RETRIEVAL; GRAPHIC METHODS; IMAGE CODING; STANDARDS;

TEXTURES;

EID: 47349092128     PISSN: 00835560     EISSN: None     Source Type: Book Series    
DOI: None     Document Type: Article

References (5)

1. Halatci, I. Brooks, Christopher A.; Iagnemma, K. Terrain Classification and Classifier Fusion for Planetary Exploration Rovers, 2007 IEEE Aerospace Conference, pp.1 -11
2. Laiho, M.; Lahdenoja, O.; Paasio, A.: Dedicated Hardware for Parallel Extraction of Local Binary Pattern Feature Vectors.
3. Ojala, T.; Pietikäinen, M; Harwood, D: A Comparative Study of Texture Measures with Classification Based on Feature Distributions. Pattern Recognition 29(1) 1996, 51-59
4. Mäenpää, T: The Local Binary Pattern Approach to Texture Analysis - Extensions and Applications. PhD Thesis. University of Oulu, 2003
5. Mäenpää, T.; Ojala, T.; Pietikäinen, M.; Maricor, S.: Robust Texture Classification by Subsets of Local Binary Patterns. ICPR, Barcelona, Spain, 2000. 3:947-950