Satellite image categorization using scalable deep learning

S Tehsin, S Kausar, A Jameel, M Humayun… - Applied Sciences, 2023 - mdpi.com
Featured Application This research can be used for environmental monitoring. Satellite
images are used to classify different land cover types. This information can help in …

Multi-camera vision-based synchronous positioning and mapping for green construction of electric substations

C Wang, H Yuan, Q Bian, C Zhao, B Zhou… - Frontiers in Energy …, 2024 - frontiersin.org
Accurate CO2 tracking in electric substation construction is vital for climate efforts, using
monocular SLAM for monitoring despite challenges like sunlight and complex terrain …

Image processing of advance milling cutters to automate the measurement of the geometric parameters of the cutting edge on optical measuring systems

PM Pivkin, IV Minin, MA Volosova… - SPIE Future …, 2021 - spiedigitallibrary.org
This article proposes a method for finding the focal length for determining the coordinates of
the cutting edge on the toroidal section of the end producing surface, formed on the basis of …

Robot navigation using modified SLAM procedure based on depth image reconstruction

A Zelenskii, N Gapon, V Voronin… - Artificial Intelligence …, 2021 - spiedigitallibrary.org
In modern mobile robots, technologies are used that make it possible to build the most
optimal path for its movement. This uses simultaneous navigation and mapping techniques …

New image processing algorithm to recognition of the profile of micro-mills

PM Pivkin, AA Ershov… - Optical Metrology and …, 2022 - spiedigitallibrary.org
The geometric parameters of the flute profile of micro-mills have a great influence on both
the strength characteristics of the tool and the cutting process. This explains the need for …

Deep learning-based image defect detection and removal in manufacturing

N Gapon, V Voronin, M Zhdanova… - Digital Optical …, 2023 - spiedigitallibrary.org
Image inpaintnig in textile manufacturing is a new emerging research topic in preprocessing
for jacquard CAD systems. One of the most important aspects of a jacquard CAD system is …

Image inpainting based on adaptive generative models

N Gapon, A Puzerenko, V Voronin… - … Learning for Multi …, 2024 - spiedigitallibrary.org
This article addresses the challenge of image restoration using generative adversarial
networks (GANs) specifically tailored for images that include undesired objects. This task …

Formation of an algorithm for increasing the accuracy of restoring the boundaries of objects obtained to create 3D structures

E Semenishchev, A Zelensky… - Artificial Intelligence …, 2022 - spiedigitallibrary.org
The article proposes an approach to improve the accuracy of restoring the boundaries of
objects obtained to create 3D structures by analyzing data obtained by a machine vision …

АЛГОРИТМ ВОССТАНОВЛЕНИЯ ИЗОБРАЖЕНИЙ С ЦЕЛЬЮ УВЕЛИЧЕНИЯ ТОЧНОСТИ НАВИГАЦИИ РТК

ВВ Гапон, ММ Жданова, КА Перепелкина… - … системы и задачи …, 2021 - elibrary.ru
В современных мобильных роботах используются технологии, позволяющие строить
наиболее оптимальный путь его передвижения. Для этого используются методы …

Сжатие цифровых изображений на основе метода реконструкции изображений в пространстве кватернионов с использованием анизотропного градиента и …

НВ Гапон, ВВ Воронин, РА Сизякин… - … систем «ДТС-2020», 2020 - elibrary.ru
В работе описывается использование нового метода реконструкции двумерных
сигналов при восстановлении статических изображений в сжатии изображений …