Sabina Umirzakova

According to our database, Sabina Umirzakova authored at least 18 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Iterative contextual and adaptive strategies for enhanced monocular depth estimation.

Sabina Umirzakova, Mardieva Sevara, Muksimova Shakhnoza, Jushkin Baltayev, Young Im Cho

Eng. Appl. Artif. Intell., 2025

Deep learning for multiple sclerosis lesion classification and stratification using MRI.

Sabina Umirzakova, Muksimova Shakhnoza, Mardieva Sevara, Taeg Keun Whangbo

Comput. Biol. Medicine, 2025

A lightweight attention-driven YOLOv5m model for improved brain tumor detection.

Muksimova Shakhnoza, Sabina Umirzakova, Mardieva Sevara, Nargiza Iskhakova, Murodjon Sultanov, Young Im Cho

Comput. Biol. Medicine, 2025

Advanced convolutional neural network with attention mechanism for Alzheimer's disease classification using MRI.

Muksimova Shakhnoza, Sabina Umirzakova, Nargiza Iskhakova, Azizbek Khaitov, Young Im Cho

Comput. Biol. Medicine, 2025

Breaking Barriers in Fire Detection - A Lightweight Model for Forest Surveillance.

Sabina Umirzakova, Muksimova Shakhnoza, Mardieva Sevara, Jushkin Baltayev, Young Im Cho

Proceedings of the Computer Information Systems and Industrial Management, 2025

Video Captioning with Spatio-Temporal Graph Transformers.

Muksimova Shakhnoza, Sabina Umirzakova, Mardieva Sevara, Nargiza Iskhakova, Young Im Cho

Proceedings of the Computer Information Systems and Industrial Management, 2025

2024

Medical image super-resolution for smart healthcare applications: A comprehensive survey.

Sabina Umirzakova, Shabir Ahmad, Latif U. Khan, Taeg Keun Whangbo

Inf. Fusion, March, 2024

Drone-Based Wildfire Detection with Multi-Sensor Integration.

Akmalbek Abdusalomov, Sabina Umirzakova, Makhkamov Bakhtiyor Shukhratovich, Mukhriddin Mukhiddinov, Azamat Kakhorov, Abror Buriboev, Heung Seok Jeon

Remote. Sens., 2024

Lightweight image super-resolution for IoT devices using deep residual feature distillation network.

Mardieva Sevara, Shabir Ahmad, Sabina Umirzakova, M. J. Aashik Rasool, Taeg Keun Whangbo

Knowl. Based Syst., 2024

KONet: Toward a Weighted Ensemble Learning Model for Knee Osteoporosis Classification.

M. J. Aashik Rasool, Shabir Ahmad, Sabina Umirzakova, Taeg Keun Whangbo

IEEE Access, 2024

2023

Enhancing Medical Image Denoising with Innovative Teacher-Student Model-Based Approaches for Precision Diagnostics.

Muksimova Shakhnoza, Sabina Umirzakova, Mardieva Sevara, Young-Im Cho

Sensors, December, 2023

Deep learning-driven diagnosis: A multi-task approach for segmenting stroke and Bell's palsy.

Sabina Umirzakova, Shabir Ahmad, Mardieva Sevara, Muksimova Shakhnoza, Taeg Keun Whangbo

Pattern Recognit., December, 2023

Education 5.0: Requirements, Enabling Technologies, and Future Directions.

Shabir Ahmad, Sabina Umirzakova, Ghulam Mujtaba, Muhammad Sadiq Amin, Taeg Keun Whangbo

CoRR, 2023

2022

Novel Video Surveillance-Based Fire and Smoke Classification Using Attentional Feature Map in Capsule Networks.

Muksimova Shakhnoza, Sabina Umirzakova, Mardieva Sevara, Young-Im Cho

Sensors, 2022

Detailed feature extraction network-based fine-grained face segmentation.

Sabina Umirzakova, Taeg Keun Whangbo

Knowl. Based Syst., 2022

Internet-of-things-enabled serious games: A comprehensive survey.

Shabir Ahmad, Sabina Umirzakova, Faisal Jamil, Taeg Keun Whangbo

Future Gener. Comput. Syst., 2022

2021

Nasolabial Wrinkle Segmentation Based on Nested Convolutional Neural Network.

Sabina Umirzakova, Taeg Keun Whangbo

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2018

Study on Detect Stroke Symptoms Using Face Features.

Sabina Umirzakova, Taeg Keun Whangbo

Proceedings of the International Conference on Information and Communication Technology Convergence, 2018