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Face Recognition Based on Adaptive Soft Histogram Local Binary Patterns
2013In this paper we propose the adaptive soft histogram local binary pattern (ASLBP) for face recognition. ASLBP is an extension of the soft histogram local binary pattern (SLBP). Different from the local binary pattern (LBP) and its variants, ASLBP is based on adaptively learning the soft margin of decision boundaries with the aim to improve recognition ...
Huixing Ye +3 more
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Histogram of spatio temporal local binary patterns for human action recognition
2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014Recognizing human action from video sequences has lots of applications that make it an interesting research subject. Motion History Image (MHI) is a good spatio-temporal template to represent the distinctive profile of an action using a single image. However, in this paper, we use Local Binary Patterns (LBP) to extract the highlighted features from the
Sk. Md. Masudul Ahsan +3 more
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Face Orientation Detection Using Histogram of Optimized Local Binary Pattern
2012Histogram of optimized local binary pattern (HOOPLBP) is a new and robust orientation descriptor, which is claimed to be content-independent. In this paper, we improved the algorithm by disregarding features of some unwanted pixels. Furthermore, we found out that the minimum range of HOOPLBP is much smaller on human face orientation detection than ...
Nan Dong, Xiangzhao Zeng, Ling Guan
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Leaf Classification using Local Binary Pattern and Histogram of Oriented Gradients
2019 7th International Conference on Smart Computing & Communications (ICSCC), 2019Categorization of plant species is a significant process in studying the diversity of different plant species in order to utilize it as medical treatment and to keep track of invasive plant species to maintain the balance of the environment. However, plants have extremely complex structure and diverse with millions of species around the world which ...
Tiagrajah V. Janahiraman +3 more
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Fast object detection based on color histograms and local binary patterns
TENCON 2012 IEEE Region 10 Conference, 2012In this paper, we present a fast object detection algorithm based on color histograms and local binary patterns (LBP). The proposed method consists of two steps: coarse target object detection and precise target object detection. During the coarse target object detection step, a small number of target candidates were generated using integral color ...
Kwon Lee +3 more
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Face description and identification using histogram sequence of local binary pattern
2015 Seventh International Conference on Advanced Computational Intelligence (ICACI), 2015Local detail features of face are important bases for recognizing different persons. For its invariant to monotonic gray-scale transformations and it's a non-parametric kernel which summarizes the local special structure of an image, the Local Binary Pattern (LBP) has becoming a popular technique for face representation.
null Wei Ge +2 more
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Face Recognition Using Local Binary Pattern Histogram for Visually Impaired People
2019 International Seminar on Application for Technology of Information and Communication (iSemantic), 2019This study aims to build a real-time system that can help visually impaired to recognize people present in their surroundings. Visually impaired people experience many difficulties in daily activities, especially to recognize people. The proposed system applies the concept of a mobile personal assistant that runs in Android smartphone.
Vestiana Aza +2 more
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Pengenalan Wajah dengan Algoritma Local Binary Pattern Histogram Menggunakan Python
2022Penelitian ini bertujuan untuk pengenalan wajah dengan algoritma local binary pattern histogram menggunakan phython. Penelitian ini menggunakan metode Applied atau Aplikatif untuk penyelesaian tulisan secara keseluruhan. Metode ini bertujuan untuk mencari solusi langsung dalam menyelesaikan masalah industri, dalam hal ini berupa penggunaan salah satu ...
Shedriko, Firdaus, Muhammad
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Multispectral Local Binary Pattern Histogram for Component-based Color Face Verification
2007 First IEEE International Conference on Biometrics: Theory, Applications, and Systems, 2007A novel discriminative face representation derived by the Linear Discriminant Analysis (LDA) of multispectral Local binary pattern histograms is proposed for color face recognition. The color face image is first photometrically normalized and partitioned into several non-overlapping regions. In each region, multispectral local binary pattern histograms
Chi-Ho Chan +2 more
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Facial family similarity recognition using Local Gabor Binary Pattern Histogram Sequence
2012 12th International Conference on Hybrid Intelligent Systems (HIS), 2012Facial image analysis is one of the areas that have been received considerable attention in recent decades. In addition to areas such as face recognition, gender classification, emotion recognition, and age estimation, there are new applications that have not been studied yet.
Mohammad Mahdi Dehshibi +2 more
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