126 citations · 184 across the 31 of their papers we have counts for
5 papers · 1 filter
High-Quality Live Video Streaming via Transcoding Time Prediction and Preset Selection
Zahra Nabizadeh Shahre-Babak, Nader Karimi, Krishna Rapaka +3
Video streaming often requires transcoding content into different resolutions and bitrates to match the recipient's internet speed and screen capabilities. Video encoders like x264…
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…
A New Non-Negative Matrix Factorization Approach for Blind Source Separation of Cardiovascular and Respiratory Sound Based on the Periodicity of Heart and Lung Function
Yasaman Torabi, Shahram Shirani, James P. Reilly
Auscultation provides a rich diversity of information to diagnose cardiovascular and respiratory diseases. However, sound auscultation is challenging due to noise. In this study, a…
Endoscopy Classification Model Using Swin Transformer and Saliency Map
Zahra Sobhaninia, Nasrin Abharian, Nader Karimi +2
Endoscopy is a valuable tool for the early diagnosis of colon cancer. However, it requires the expertise of endoscopists and is a time-consuming process. In this work, we propose a…
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.…