Improving Texture Categorization with Biologically Inspired Filtering
Within the domain of texture classification, a lot of effort has been spent on local descriptors, leading to many powerful algorithms. However, preprocessing techniques have received much less attention despite their important potential for improving the
Garcia, Christophe +2 more
core
Texture Segmentation by Evidence Gathering
A new approach to texture segmentation is presented which uses Local Binary Pattern data to provide evidence from which pixels can be classified into texture classes.
Carter, John, Nixon, Mark, Waller, Ben
core
PENDETEKSIAN CITRA WAJAH MANUSIA DARI BERBAGAI POSISI MENGGUNAKAN LOCAL BINARY PATTERN (LBP)
Sistem identifikasi pada masa sekarang ini berkembang dengan cepat. Perkembangan tersebut mendorong kemajuan sistem keamanan berbasis biometrik. Pengenalan wajah merupakan salah satu dari sistem identifikasi yang dikembangkan berdasarkan perbedaan dari ciri citra wajah seseorang berbasis biometrik.Penelitian ini akan melakukan pendeteksian citra wajah ...
openaire +2 more sources
FACE RECOGNITION BASED ON LOCAL DERIVATIVE TETRA PATTERN
This paper proposes a new face recognition algorithm called local derivative tetra pattern (LDTrP). The new technique LDTrP is used to alleviate the face recognition rate under real-time challenges. Local derivative pattern (LDP) is a directional feature
A Geetha +2 more
doaj
Disguised face liveness detection: an ensemble approach using deep features
Deep learning models have surpassed classic machine learning models in face anti-spoofing detection during the last decade. Most face-spoofing detection algorithms are biased toward a single presentation attack, failing to robustly detect multiple ...
Padmashree G., Karunakar A. K.
doaj +1 more source
Klasifikasi Citra Batik Menggunakan Local Binary Pattern (LBP) dan Support Vector Machine (SVM)
Klasifikasi citra adalah salah satu cabang penting dalam pengolahan citra digital yang bertujuan untuk mengenali dan mengelompokkan objek berdasarkan fitur tertentu. Penelitian ini berupaya untuk melestarikan budaya batik Indonesia melalui dokumen digital motif batik yang dapat diterapkan di museum dan lembaga penelitian.
Nuris Sayyidatul Fatimah +1 more
openaire +1 more source
REVIEW ON LOCAL BINARY PATTERN (LBP) TEXTURE DESCRIPTOR AND ITS VARIANTS. [PDF]
Sajida Parveen +2 more
openaire +1 more source
A hybrid machine learning framework for offline signature verification using gray wolf optimization. [PDF]
Rathore NC +4 more
europepmc +1 more source
MidFusionEfficientV2: Improving Ophthalmic Diagnosis with Mid-Level RGB-LBP Fusion and SE Attention. [PDF]
Keles JK +4 more
europepmc +1 more source
Improving Skin Lesion Diagnosis: A Hybrid Approach Using Orthogonal Combination of Local Binary Pattern Features and Ensemble Learning for Diagnostic Accuracy. [PDF]
Rahmani N, Ebrahimnezhad H.
europepmc +1 more source

