13 citations · 29 across the 5 of their papers we have counts for
5 papers · 1 filter
Abnormal Event Detection in Urban Surveillance Videos Using GAN and Transfer Learning
Ali Atghaei, Soroush Ziaeinejad, Mohammad Rahmati
Abnormal event detection (AED) in urban surveillance videos has multiple challenges. Unlike other computer vision problems, the AED is not solely dependent on the content of frames…
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data
Maryam Abdolali, Mohammad Rahmati
In this paper, we consider the problem of subspace clustering in presence of contiguous noise, occlusion and disguise. We argue that self-expressive representation of data in curre…
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs
Maryam Abdolali, Nicolas Gillis, Mohammad Rahmati
Sparse subspace clustering (SSC) is one of the current state-of-the-art methods for partitioning data points into the union of subspaces, with strong theoretical guarantees. Howeve…
An Efficient Evolutionary Based Method For Image Segmentation
Roohollah Aslanzadeh, Kazem Qazanfari, Mohammad Rahmati
The goal of this paper is to present a new efficient image segmentation method based on evolutionary computation which is a model inspired from human behavior. Based on this model,…
Low Resolution Face Recognition Using a Two-Branch Deep Convolutional Neural Network Architecture
Erfan Zangeneh, Mohammad Rahmati, Yalda Mohsenzadeh
We propose a novel couple mappings method for low resolution face recognition using deep convolutional neural networks (DCNNs). The proposed architecture consists of two branches o…