Penerapan Algoritma Local Binary Pattern untuk Pengenalan Pola Sidik Jari [PDF]
Recognition of patterns in a person by using parts of the human body, such as on fingerprints, has been widely applied in life such as to perform absenteeism, tracking a criminal, system security and so on.
Bettiza, M. (Martaleli) +2 more
core +2 more sources
Deep Generative Model for Image Inpainting With Local Binary Pattern Learning and Spatial Attention [PDF]
Deep learning (DL) has demonstrated its powerful capabilities in the field of image inpainting. The DL-based image inpainting approaches can produce visually plausible results, but often generate various unpleasant artifacts, especially in the boundary ...
Haiwei Wu, Jiantao Zhou, Yuanman Li
semanticscholar +1 more source
PERBANDINGAN METODE PENGENALAN WAJAH MELALUI SURVEILLANCE BERBASIS PENGENALAN WAJAH
Until now, the facial recognition method is still very difficult to do, especially when the facial confirmation process is accurate in real time. Facial recognition methods that have been tested, such as eigenface, Local Binary Pattern Histogram (LBPH),
I Nyoman Tri Anindia Putra +1 more
doaj +1 more source
RLBP: Robust Local Binary Pattern [PDF]
In this paper, we propose a simple and robust local descriptor, called the robust local binary pattern (RLBP). The local binary pattern (LBP) works very successfully in many domains, such as texture classification, human detection and face recognition. However, an issue of LBP is that it is not so robust to the noise present in the image.
Zhao Guoying +3 more
openaire +1 more source
A New Fast Local Laplacian Completed Local Ternary Count (FLL-CLTC) for Facial Image Classification
Face recognition is one of the most interesting areas of research areas because of its importance in authentication and security. Differentiating between different facial images is not easy because of the similarities in facial features.
Khaled M. Alalayah +3 more
doaj +1 more source
COVID-19 respiratory sound analysis and classification using audio textures
Since the COVID-19 outbreak, a major scientific effort has been made by researchers and companies worldwide to develop a digital diagnostic tool to screen this disease through some biomedical signals, such as cough, and speech.
Leticia Silva +8 more
doaj +1 more source
Sparse Multiscale Local Binary Patterns [PDF]
In a Local Binary Pattern (LBP) representation, circular point features are taken in their entirety as predicates and restricted to unif orm patterns with limited scales of small numbers of features in order to avoid large bin complexity. Such a design cannot fully exploit the discriminat ive capacity of the features available.
Y. Raja, S. Gong
openaire +1 more source
A Multiresolution Gray-Scale and Rotation Invariant Descriptor for Texture Classification
Texture classification algorithms using local binary pattern (LBP) and its variants usually can achieve attractive results. However, the selected rotation invariant structural patterns in numerous LBP variants are not absolutely continuous invariant to ...
Qiqi Kou +3 more
doaj +1 more source
Local Binary Pattern-Based Adaptive Differential Evolution for Multimodal Optimization Problems
The multimodal optimization problem (MMOP) requires the algorithm to find multiple global optima of the problem simultaneously. In order to solve MMOP efficiently, a novel differential evolution (DE) algorithm based on the local binary pattern (LBP) is ...
Hong Zhao +7 more
semanticscholar +1 more source
EMPIRICAL EVALUATION OF LBP AND ITS DERIVATES FOR ABNORMALITY DETECTION IN MAMMOGRAM IMAGES [PDF]
Digital image processing techniques are useful in abnormality detection in mammogram images. Recently, texture based image segmentation of mammogram images has become popular due to its better precision and accuracy.
A. Suruliandi, G. Murugeswari
doaj

