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Fast object detection based on color histograms and local binary patterns

TENCON 2012 IEEE Region 10 Conference, 2012
In 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
openaire   +1 more source

Illuminated facial preprocessing with Wavelet Local Binary Patterns Histogram Specification

2009 7th International Conference on Information, Communications and Signal Processing (ICICS), 2009
Contemporary 2D face recognition is still a challenging work, especially when lighting varies. Thus, many works of resolving illumination variation in face recognition have been proposed, in the past decades. In this paper, we proposed Wavelet Local Binary Patterns Histogram Specification as a preprocessing technique for illuminated face recognition ...
Goh, Yi Zheng   +2 more
openaire   +2 more sources

Automatic License Plate Recognition Using Local Binary Pattern and Histogram Matching

2017
This paper proposes new real time license plate recognition (LPR) system that is capable of motion tracking and recognition of license plate. The best frame taken from the video has been chosen which is found to be about 4 m apart from camera position.
Ashutosh Kumar Bachchan   +2 more
openaire   +1 more source

Local Binary Pattern Histogram Based Web Facial Authentication System

Data Analytics and Artificial Intelligence, 2023
The objective of the project is to Detect and Recognize Human Facial Features via a Camera. The basic concept of this project is:- To convert the input image to HSV format to extract the binary image and additionally remove the noise from binary image using morphological operations and finally then contours are used to segment out the region of ...
openaire   +1 more source

Leaf Classification using Local Binary Pattern and Histogram of Oriented Gradients

2019 7th International Conference on Smart Computing & Communications (ICSCC), 2019
Categorization 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
openaire   +1 more source

Application for Integration of Haar Cascade and Local Binary Pattern Histogram

Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things, 2023
Therese Marie M. Mactal   +2 more
openaire   +1 more source

Integral scale histogram local binary patterns for classification of narrow-band gastroenterology images

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013
The introduction of various novel imaging technologies such as narrow-band imaging have posed novel image processing challenges to the design of computer assisted decision systems. In this paper, we propose an image descriptor referred to as integrated scale histogram local binary patterns.
Farhan Riaz   +3 more
openaire   +2 more sources

Face Orientation Detection Using Histogram of Optimized Local Binary Pattern

2012
Histogram 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
openaire   +1 more source

Copy-Move Tampering Detection based on Local Binary Pattern Histogram Fourier Feature

Proceedings of the 7th International Conference on Computer and Communication Technology, 2017
Copy-move is a popular image tampering technique, where one or more regions of an image are copied and pasted into another portion of the same image with an objective to cover a conceivably important region or duplicate some regions. In this paper, a block-based blind technique for copy-move tampering detection is given by extracting Local Binary ...
Badal Soni   +2 more
openaire   +1 more source

Facial family similarity recognition using Local Gabor Binary Pattern Histogram Sequence

2012 12th International Conference on Hybrid Intelligent Systems (HIS), 2012
Facial 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
openaire   +1 more source

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