Muhammad Irfan

DeepShip: An underwater acoustic benchmark dataset and a separable convolution based autoencoder for classification

Muhammad Irfan, Jiangbin Zheng, Shahid Ali et al. · Expert Systems with Applications · 2021 · 270 citations

Ocean Acoustics, Engineering, Machine Learning +7

A novel lifelong learning model based on cross domain knowledge extraction and transfer to classify underwater images

Muhammad Irfan, Jiangbin Zheng, Muhammad Iqbal et al. · Information Sciences · 2020 · 36 citations

Artificial Intelligence, Incremental Learning, Image Analysis +13

Knowledge extraction and retention based continual learning by using convolutional autoencoder-based learning classifier system

Muhammad Irfan, Jiangbin Zheng, Muhammad Iqbal et al. · Information Sciences · 2022 · 32 citations

Artificial Intelligence, Continual Learning, Incremental Learning +12

Feature enhancement and supervised contrastive learning for image splicing forgery detection

Yanzhi Xu, Jiangbin Zheng, Aiqing Fang et al. · Digital Signal Processing · 2023 · 26 citations

Image Analysis, Machine Learning, Feature Detection +12

Brain inspired lifelong learning model based on neural based learning classifier system for underwater data classification

Muhammad Irfan, Jiangbin Zheng, Muhammad Iqbal et al. · Expert Systems with Applications · 2021 · 24 citations

Incremental Learning, Engineering, Machine Learning +12