Sevara Mardieva

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

Sevara Mardieva, Shabir Ahmad, Sabina Umirzakova et al. · Knowledge-Based Systems · 2023 · 57 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Enhancing the Super-Resolution of Medical Images: Introducing the Deep Residual Feature Distillation Channel Attention Network for Optimized Performance and Efficiency

Sabina Umirzakova, Sevara Mardieva, Shakhnoza Muksimova et al. · Bioengineering · 2023 · 47 citations · Full text

Image Reconstruction, Convolutional Neural Network, Engineering +20

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

Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva et al. · Sensors · 2023 · 36 citations · Full text

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

Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva et al. · Sensors · 2021 · 32 citations · Full text

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

Sabina Umirzakova, Shabir Ahmad, Sevara Mardieva et al. · Pattern Recognition · 2023 · 30 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +32