Search Results for author: Amir Ghaderi

Found 6 papers, 1 papers with code

Deep Forecast: Deep Learning-based Spatio-Temporal Forecasting

2 code implementations24 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).

Spatio-Temporal Forecasting Time Series +1

Improving the Accuracy of the CogniLearn System for Cognitive Behavior Assessment

no code implementations25 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.

Scalable Deep Traffic Flow Neural Networks for Urban Traffic Congestion Prediction

no code implementations3 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.

Management

Enhanced Facial Recognition Framework based on Skin Tone and False Alarm Rejection

no code implementations14 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.

Face Detection Face Recognition +1

Selective Unsupervised Feature Learning with Convolutional Neural Network (S-CNN)

no code implementations7 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.

Image Classification Object Recognition

Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition

no code implementations29 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).

Hand Detection Pose Estimation +2

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