25 citations · 34 across the 21 of their papers we have counts for
13 papers · 1 filter
Meta-Learning for Classifier Selection in Image Datasets: A Feature-Driven Framework for Accuracy Prediction
Zahra Nabizadeh_Shahre_Babak, Farzaneh Koohestani, Nader Karimi +2
No Free Lunch theorem implies that any performance gains achieved by a classifier on a particular image distribution are necessarily offset by a loss of performance over the set of…
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…
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…
Adaptive search area for fast motion estimation
S. M. Reza Soroushmehr, Shadrokh Samavi, Shahram Shirani
This paper suggests a new method for determining the search area for a motion estimation algorithm based on block matching. The search area is adaptively found in the proposed meth…
MSGDD-cGAN: Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network
Mohammadreza Naderi, Zahra Nabizadeh, Nader Karimi +2
Conditional Generative Adversarial Networks (cGANs) have been used in many image processing tasks. However, they still have serious problems maintaining the balance between conditi…