85 citations · 431 across the 16 of their papers we have counts for
6 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…
GDP: Generalized Device Placement for Dataflow Graphs
Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi +8
Runtime and scalability of large neural networks can be significantly affected by the placement of operations in their dataflow graphs on suitable devices. With increasingly comple…
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…
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network
Shervin Minaee, Amirali Abdolrashidi
Facial expression recognition has been an active research area over the past few decades, and it is still challenging due to the high intra-class variation. Traditional approaches…