Muhammad Umraiz

CED-Net: Crops and Weeds Segmentation for Smart Farming Using a Small Cascaded Encoder-Decoder Architecture

Abbas Khan, Talha Ilyas, Muhammad Umraiz et al. · Electronics · 2020 · 101 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +25

Multi-Scale Context Aggregation for Strawberry Fruit Recognition and Disease Phenotyping

Talha Ilyas, Abbas Khan, Muhammad Umraiz et al. · IEEE Access · 2021 · 40 citations · Full text

SEEK: A Framework of Superpixel Learning with CNN Features for Unsupervised Segmentation

Talha Ilyas, Abbas Khan, Muhammad Umraiz et al. · Electronics · 2020 · 26 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Scene Analysis +22

DAM: Hierarchical Adaptive Feature Selection Using Convolution Encoder Decoder Network for Strawberry Segmentation

Talha Ilyas, Muhammad Umraiz, Abbas Khan et al. · Frontiers in Plant Science · 2021 · 23 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +19