2 code implementations • 24 Jul 2017 • Amir Ghaderi, Borhan M. Sanandaji, Faezeh Ghaderi
The paper presents a spatio-temporal wind speed forecasting algorithm using Deep Learning (DL)and in particular, Recurrent Neural Networks(RNNs).
no code implementations • 25 Mar 2017 • Amir Ghaderi, Srujana Gattupalli, Dylan Ebert, Ali Sharifara, Vassilis Athitsos, Fillia Makedon
As a result of these improvements, the accuracy in recognizing cases where subjects touch their toes has gone from 76. 46% in our previous work to 97. 19% in this paper.
no code implementations • 3 Mar 2017 • Mohammadhani Fouladgar, Mostafa Parchami, Ramez Elmasri, Amir Ghaderi
However, centralized systems are not scalable and fail provide real-time feedback to the system whereas in a decentralized scheme, each node is responsible to predict its own short-term congestion based on the local current measurements in neighboring nodes.
no code implementations • 14 Feb 2017 • Ali Sharifara, Mohd Shafry Mohd Rahim, Farhad Navabifar, Dylan Ebert, Amir Ghaderi, Michalis Papakostas
In this study, an enhanced face detection framework is proposed to improve detection rate based on skin color and provide a validation process.
no code implementations • 7 Jun 2016 • Amir Ghaderi, Vassilis Athitsos
Selective Convolutional Neural Network (S-CNN) is a simple and fast algorithm, it introduces a new way to do unsupervised feature learning, and it provides discriminative features which generalize well.
Ranked #103 on Image Classification on STL-10
no code implementations • 29 Feb 2016 • Srujana Gattupalli, Amir Ghaderi, Vassilis Athitsos
Human body pose estimation and hand detection are two important tasks for systems that perform computer vision-based sign language recognition(SLR).