عنوان فارسی مقاله: توصیف چهره با الگوهای باینری محلی: برنامه برای تشخیص چهره
عنوان انگلیسی مقاله:
فهرست مطالب
Face Description with Local Binary Patterns: Application to Face Recognition
Outline
Introduction
LBP
Uniform LBP
Face description using LBP
Dataset
Results
MLBP and Staggered MLBP
Conclusion
References
بخشی از مقاله
Introduction
Key issue is face analysis finding efficient descriptor for face appearance
Holistic methods Principal component Analysis (PCA), Linear Discriminant Analysis (LDA), and 2D PCA
Local region methods
A facial image representation based on Local Binary Pattern (LBP) texture features from local facial regions.
Strengths : Highly discriminative – invariance to monotonic gray-level changes – computationally efficient
کلمات کلیدی:
[PDF]LNCS 3021 - Face Recognition with Local Binary Patterns www.ee.oulu.fi/mvg/files/pdf/pdf_494.pdf by T Ahonen - Cited by 1977 - Related articles Combining these micro-patterns, a global description of the face image is obtained. 2 Face Description with Local Binary Patterns. The original LBP operator, ... Face Description with Local Binary Patterns ... - ResearchGate https://www.researchgate.net/.../6690158_Face_Description_with_Local_Binary_Pattern... This paper presents a novel and efficient facial image representation based on local binary pattern (LBP) texture features. The face image is divided into several ... [PDF]Face Recognition using Local Binary Patterns (LBP) - Global Journals https://globaljournals.org/GJCST_Volume13/1-Face-Recognition-using-Local.pdf by MA Rahim - 2013 - Cited by 16 - Related articles Keywords : local binary pattern (LBP), feature extraction, classification, pattern recognitin, histogram, feature vector. ... Binary Patterns for person-independent face recognition. The ..... concatenated histograms give a global description of. [PPT]Presentation: Face Description with Local Binary Patterns people.clarkson.edu/~mol/downloads/CS652/FaceDescription.ppt Application to Face Recognition. Face Description with Local Binary Patterns. Facial image representation based on Local binary patter (LBP) texture features. [PPT]Face Description with Local Binary Patterns: Application to Face ... www.ee.unlv.edu/.../Face%20Description%20with%20Local%20Binary%20Patterns.p... Introduction; LBP; Uniform LBP; Face Description using LBP; Results; Conclusion ... A facial image representation based on Local Binary Pattern (LBP) texture ... Searches related to Face Description with Local Binary Patterns local binary pattern face recognition matlab code face description with local binary patterns: application to face recognition pdf local binary pattern in image processing face recognition with local binary patterns pdf local binary pattern face recognition ppt advantages and disadvantages of local binary pattern lbp face detection local binary pattern ppt
