390 citations · 1.2k across the 44 of their papers we have counts for
8 papers · 1 filter
Biometrics Recognition Using Deep Learning: A Survey
Shervin Minaee, Amirali Abdolrashidi, Hang Su +2
Deep learning-based models have been very successful in achieving state-of-the-art results in many of the computer vision, speech recognition, and natural language processing tasks…
Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision
Ali Sadeghian, Shervin Minaee, Ioannis Partalas +3
We propose a neural network architecture for learning vector representations of hotels. Unlike previous works, which typically only use user click information for learning item emb…
Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection
Amirhossein Khalilian-Gourtani, Shervin Minaee, Yao Wang
Foreground detection in a given video sequence is a pivotal step in many computer vision applications such as video surveillance system. Robust Principal Component Analysis (RPCA)…
FingerNet: Pushing The Limits of Fingerprint Recognition Using Convolutional Neural Network
Shervin Minaee, Elham Azimi, Amirali Abdolrashidi
Fingerprint recognition has been utilized for cellphone authentication, airport security and beyond. Many different features and algorithms have been proposed to improve fingerprin…
DeepIris: Iris Recognition Using A Deep Learning Approach
Shervin Minaee, Amirali Abdolrashidi
Iris recognition has been an active research area during last few decades, because of its wide applications in security, from airports to homeland security border control. Differen…
Deep-Sentiment: Sentiment Analysis Using Ensemble of CNN and Bi-LSTM Models
Shervin Minaee, Elham Azimi, AmirAli Abdolrashidi
With the popularity of social networks, and e-commerce websites, sentiment analysis has become a more active area of research in the past few years. On a high level, sentiment anal…