Wood Defect Classification Based on Two-Dimensional Histogram Constituted by LBP and Local Binary Differential Excitation Pattern

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Local Polynomial Approximation-Local Binary Pattern (LPA-LBP) based Face Classification

In literature of face recognition many methods have been proposed which extract features at multiple scales for robust classification. In this paper, we proposed a novel method which utilizes Local Polynomial Approximation (LPA) techniques to capture the directional information of the face image at different scales. LPA based filters are used to obtain directional faces from the normalized face...

متن کامل

One Dimensional Local Binary Pattern (LBP) Based EMG Activity Detection for Lower Arm Prosthetics

 Abstract— This paper presents a new Electromyography Activity Detection technique in which one-dimensional Local Binary Pattern histograms are used to distinguish between periods of activity and inactivity in myoelectric signals. The algorithm is tested on forearm surface myoelectric signals occurring due to hand gestures. The novel features of the presented method include: a) a simple parame...

متن کامل

Static Image Classification based on ScSPM and LBP histogram Fourier (LBP-HF) Features

In the recent digital age, support vector machines (SVMs) that use a spatial pyramid matching (SPM) kernel have been around the globe for image classification. Although this is popular, there exists many problems in its use; for examples, nonlinear SVMs have a high complexity in training and testing. Applying the algorithms to big datasets, which holds many images, greater than a thousand is a ...

متن کامل

Automatic Detection of Ringworm using Local Binary Pattern (LBP)

In this paper we present a novel approach for automatic recognition of ring worm skin disease based on LBP (Local Binary Pattern) feature extracted from the affected skin images. The proposed method is evaluated by extensive experiments on the skin images collected from internet. The dataset is tested using three different classifiers i.e. Bayesian, MLP and SVM. Experimental results show that t...

متن کامل

Objects Tracking in Images Sequence using Local Binary Pattern (LBP)

In this paper we present a method for objects tracking in images sequence. This approach is achieved into two main steps. In the first one, we constructed the Local Binary Pattern (LBP) histogram pattern of each image in the sequence and the reference pattern. In the second one, we perform the algorithm by the pattern selected based on a distance measures to find similarity between two histogra...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Access

سال: 2019

ISSN: 2169-3536

DOI: 10.1109/access.2019.2945355