Local feature detectors performance analysis on digital image

K Smelyakov, D Tovchyrechko, I Ruban… - … and Technology (PIC …, 2019 - ieeexplore.ieee.org
The article puts an experiment on application of widely used ORB, SIFT and SURF feature
point detectors represented by the corresponding functions in the OpenCV library, to the …

Analyzing methods of recognition, classification and development of a software system

A Boranbayev, S Boranbayev, A Nurusheva - Intelligent Systems and …, 2019 - Springer
The solution of the face detection problem and image classification has important practical
significance and research interest. For the successful operation of face detection systems …

Peculiarities of face detection and recognition

M Narzillo, A Bakhtiyor, K Shukrullo… - 2021 International …, 2021 - ieeexplore.ieee.org
Paper describes the analysis of methods for detecting and tracking faces, as well as
recognition algorithms in the development of systems for recognizing faces in images and …

Effect of spatial filtering on object detection with the SURF algorithm

M Tomaszewski, J Osuchowski, Ł Debita - … Scientific Conference BCI 2018 …, 2018 - Springer
The article presents a preliminary study into the detection of electrical insulators in digital
images aquired during a power line inspection. Due to the enormous amount of digital data …

[PDF][PDF] Analysis of suitable natural feature computer vision algorithms for augmented reality services

A Cīrulis, K Brigmanis-Briģis, G Zvejnieks - Baltic Journal of Modern …, 2020 - icic.liepu.lv
In modern augmented reality systems natural feature detection algorithms are widely used
for detecting, identifying and tracking planar textured objects. All natural feature algorithms …

The neural network technologies effectiveness for face detection

K Smelyakov, A Chupryna… - 2020 IEEE Third …, 2020 - ieeexplore.ieee.org
The paper is devoted to estimation of the effectiveness of the use of modern convolutional
neural networks for face detection. On standard open datasets, learning of neural networks …

Face Detection and tracking using Image processing on Raspberry Pi

VK Bhanse, MD Jaybhaye - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Image processing is nowadays used as a piece of various applications. Confront area and
its following is one of the basic frameworks used as a piece of the uses of image processing …

Improving efficienty of image recognition process: Approach and case study

A Svyrydov, H Kuchuk, O Tsiapa - 2018 IEEE 9th International …, 2018 - ieeexplore.ieee.org
The article considers existing algorithms for image recognition and analyzes their
shortcomings. Sequences of operation of algorithms are considered, conditions are defined …

The neural network models effectiveness for face detection and face recognition

K Smelyakov, A Chupryna… - 2021 IEEE Open …, 2021 - ieeexplore.ieee.org
The paper is devoted to estimation of the effectiveness of the use of modern convolutional
neural networks for face detection and face recognition. On standard and custom datasets …

Simulation and Performance Analysis of Feature Extraction and Matching Algorithms for Image Processing Applications

MR Nehashree - 2019 International conference on intelligent …, 2019 - ieeexplore.ieee.org
Feature extraction and matching has the limelight in all almost all the fields ranging from
biomedical to exploratory research. It has ubiquitous applications in present world that is …