138 citations · 453 across the 81 of their papers we have counts for
14 papers · 1 filter
Image Seam-Carving by Controlling Positional Distribution of Seams
Mahdi Ahmadi, Nader Karimi, Shadrokh Samavi
Image retargeting is a new image processing task that renders the change of aspect ratio in images. One of the most famous image-retargeting algorithms is seam-carving. Although se…
Modeling Neural Architecture Search Methods for Deep Networks
Emad Malekhosseini, Mohsen Hajabdollahi, Nader Karimi +1
There are many research works on the designing of architectures for the deep neural networks (DNN), which are named neural architecture search (NAS) methods. Although there are man…
Modeling Teacher-Student Techniques in Deep Neural Networks for Knowledge Distillation
Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi +1
Knowledge distillation (KD) is a new method for transferring knowledge of a structure under training to another one. The typical application of KD is in the form of learning a smal…
Saliency Based Fire Detection Using Texture and Color Features
Maedeh Jamali, Nader Karimi, Shadrokh Samavi
Due to industry deployment and extension of urban areas, early warning systems have an essential role in giving emergency. Fire is an event that can rapidly spread and cause injury…
A General Framework for Saliency Detection Methods
Fateme Mostafaie, Zahra Nabizadeh, Nader Karimi +1
Saliency detection is one of the most challenging problems in image analysis and computer vision. Many approaches propose different architectures based on the psychological and bio…
An Abstraction Model for Semantic Segmentation Algorithms
Reihaneh Teymoori, Zahra Nabizadeh, Nader Karimi +1
Semantic segmentation classifies each pixel in the image. Due to its advantages, semantic segmentation is used in many tasks, such as cancer detection, robot-assisted surgery, sate…