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 …

Masked face emotion recognition based on facial landmarks and deep learning approaches for visually impaired people

M Mukhiddinov, O Djuraev, F Akhmedov… - Sensors, 2023 - mdpi.com
Current artificial intelligence systems for determining a person's emotions rely heavily on lip
and mouth movement and other facial features such as eyebrows, eyes, and the forehead …

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 …

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 …

Machine learning applications in sarcopenia detection and management: A comprehensive survey

D Turimov Mustapoevich, W Kim - Healthcare, 2023 - mdpi.com
This extensive review examines sarcopenia, a condition characterized by a loss of muscle
mass, stamina, and physical performance, with a particular emphasis on its detection and …

Attention 3D U-Net with Multiple Skip Connections for Segmentation of Brain Tumor Images

J Nodirov, AB Abdusalomov, TK Whangbo - Sensors, 2022 - mdpi.com
Among researchers using traditional and new machine learning and deep learning
techniques, 2D medical image segmentation models are popular. Additionally, 3D …

Unleashing the power of advanced technologies for revolutionary medical imaging: pioneering the healthcare frontier with artificial intelligence

AS Chauhan, R Singh, N Priyadarshi, B Twala… - Discover Artificial …, 2024 - Springer
This study explores the practical applications of artificial intelligence (AI) in medical imaging,
focusing on machine learning classifiers and deep learning models. The aim is to improve …