Image segmentation techniques: statistical, comprehensive, semi-automated analysis and an application perspective analysis of mathematical expressions

Sakshi, V Kukreja - Archives of Computational Methods in Engineering, 2023 - Springer
Segmentation has been a rooted area of research having diverse dimensions. The roots of
image segmentation and its associated techniques have supported computer vision, pattern …

An improved forest fire detection method based on the detectron2 model and a deep learning approach

AB Abdusalomov, BMDS Islam, R Nasimov… - Sensors, 2023 - mdpi.com
With an increase in both global warming and the human population, forest fires have
become a major global concern. This can lead to climatic shifts and the greenhouse effect …

Improved Cattle Disease Diagnosis Based on Fuzzy Logic Algorithms

D Turimov Mustapoevich… - Sensors, 2023 - mdpi.com
The health and productivity of animals, as well as farmers' financial well-being, can be
significantly impacted by cattle illnesses. Accurate and timely diagnosis is therefore …

A YOLOv6-based improved fire detection approach for smart city environments

S Norkobil Saydirasulovich, A Abdusalomov, MK Jamil… - Sensors, 2023 - mdpi.com
Authorities and policymakers in Korea have recently prioritized improving fire prevention
and emergency response. Governments seek to enhance community safety for residents by …

Improved classification approach for fruits and vegetables freshness based on deep learning

M Mukhiddinov, A Muminov, J Cho - Sensors, 2022 - mdpi.com
Classification of fruit and vegetable freshness plays an essential role in the food industry.
Freshness is a fundamental measure of fruit and vegetable quality that directly affects the …

Fire detection method in smart city environments using a deep-learning-based approach

K Avazov, M Mukhiddinov, F Makhmudov, YI Cho - Electronics, 2021 - mdpi.com
In the construction of new smart cities, traditional fire-detection systems can be replaced with
vision-based systems to establish fire safety in society using emerging technologies, such as …

Improved real-time fire warning system based on advanced technologies for visually impaired people

AB Abdusalomov, M Mukhiddinov, A Kutlimuratov… - Sensors, 2022 - mdpi.com
Early fire detection and notification techniques provide fire prevention and safety information
to blind and visually impaired (BVI) people within a short period of time in emergency …

Improved face detection method via learning small faces on hard images based on a deep learning approach

D Mamieva, AB Abdusalomov, M Mukhiddinov… - Sensors, 2023 - mdpi.com
Most facial recognition and face analysis systems start with facial detection. Early
techniques, such as Haar cascades and histograms of directed gradients, mainly rely on …

A wildfire smoke detection system using unmanned aerial vehicle images based on the optimized YOLOv5

M Mukhiddinov, AB Abdusalomov, J Cho - Sensors, 2022 - mdpi.com
Wildfire is one of the most significant dangers and the most serious natural catastrophe,
endangering forest resources, animal life, and the human economy. Recent years have …

Automatic fire detection and notification system based on improved YOLOv4 for the blind and visually impaired

M Mukhiddinov, AB Abdusalomov, J Cho - Sensors, 2022 - mdpi.com
The growing aging population suffers from high levels of vision and cognitive impairment,
often resulting in a loss of independence. Such individuals must perform crucial everyday …