Search Results for author: Danyal Aftab

Found 2 papers, 2 papers with code

Single Stage Adaptive Multi-Attention Network for Image Restoration

1 code implementation IEEE Transactions on Image Processing 2024 Anas Zafar, Danyal Aftab, Rizwan Qureshi, Xinqi Fan, Pingjun Chen, Jia Wu, Hazrat Ali, Shah Nawaz, Sheheryar Khan, Mubarak Shah

In this paper, we propose a novel and computationally efficient architecture Single Stage Adaptive Multi-Attention Network (SSAMAN) for image restoration tasks, particularly for image denoising and image deblurring.

Image Deblurring Image Denoising

Brain Tumor Synthetic Data Generation with Adaptive StyleGANs

1 code implementation4 Dec 2022 Usama Tariq, Rizwan Qureshi, Anas Zafar, Danyal Aftab, Jia Wu, Tanvir Alam, Zubair Shah, Hazrat Ali

Furthermore, the model can generate high-quality synthetic brain MRI with a tumor that can limit the small sample size issues.

Synthetic Data Generation Transfer Learning

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