20 citations · 20 across the 5 of their papers we have counts for
4 papers · 1 filter
Supervised Deep Learning for Content-Aware Image Retargeting with Fourier Convolutions
MohammadHossein Givkashi, MohammadReza Naderi, Nader Karimi +2
Image retargeting aims to alter the size of the image with attention to the contents. One of the main obstacles to training deep learning models for image retargeting is the need f…
SFI-Swin: Symmetric Face Inpainting with Swin Transformer by Distinctly Learning Face Components Distributions
MohammadReza Naderi, MohammadHossein Givkashi, Nader Karimi +2
Image inpainting consists of filling holes or missing parts of an image. Inpainting face images with symmetric characteristics is more challenging than inpainting a natural scene.…
Dynamic-Pix2Pix: Noise Injected cGAN for Modeling Input and Target Domain Joint Distributions with Limited Training Data
Mohammadreza Naderi, Nader Karimi, Ali Emami +2
Learning to translate images from a source to a target domain with applications such as converting simple line drawing to oil painting has attracted significant attention. The qual…
OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment
Mohammad Reza Naderi, Mohammad Hossein Givkashi, Nader Karimi +2
Image retargeting aims at altering an image size while preserving important content and minimizing noticeable distortions. However, previous image retargeting methods create output…