Search Results for author: Ali Ghofrani

Found 7 papers, 0 papers with code

Reshaping Smart Energy Transition: An analysis of human-building interactions in Qatar Using Machine Learning Techniques

no code implementations16 Nov 2021 Rateb Jabbar, Esmat Zaidan, Ahmed Ben Said, Ali Ghofrani

The study has important implications for developing targeted strategies aimed at improving the efficacy of energy policies and sustainability performance indicators.

Feature Importance

APS: A Large-Scale Multi-Modal Indoor Camera Positioning System

no code implementations8 Feb 2021 Ali Ghofrani, Rahil Mahdian Toroghi, Seyed Mojtaba Tabatabaie

In this paper, a novel multi-modal end-to-end system for large-scale indoor positioning has been proposed, namely APS (Alpha Positioning System), which integrates a Pix2Pix GAN network to reconstruct the point cloud pair of the input query image, with a deep CNN network in order to robustly estimate the position and rotation information of the camera.

Descriptive Position

Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2-End Neural Network

no code implementations18 Dec 2019 Ali Ghofrani, Rahil Mahdian Toroghi, Seyed Mojtaba Tabatabaie

The experiments show that, both of the proposed architectures achieve remarkable results on detecting the real and fake images of the face input data.

Face Anti-Spoofing

LiDAR ICPS-net: Indoor Camera Positioning based-on Generative Adversarial Network for RGB to Point-Cloud Translation

no code implementations14 Nov 2019 Ali Ghofrani, Rahil Mahdian Toroghi, Seyed Mojtaba Tabatabaie, Seyed Maziar Tabasi

Indoor positioning aims at navigation inside areas with no GPS-data availability and could be employed in many applications such as augmented reality, autonomous driving specially inside closed areas and tunnels.

Autonomous Driving Generative Adversarial Network +2

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