Search Results - "Malek, Salim"

Colorizing the Past: Deep Learning for the Automatic Colorization of Historical Aerial Images by Farella, Elisa Mariarosaria, Malek, Salim, Remondino, Fabio

“…The colorization of grayscale images can, nowadays, take advantage of recent progress and the automation of deep-learning techniques. From the media industry…”
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Real-Time Indoor Scene Description for the Visually Impaired Using Autoencoder Fusion Strategies with Visible Cameras by Malek, Salim, Melgani, Farid, Mekhalfi, Mohamed Lamine, Bazi, Yakoub

“…This paper describes three coarse image description strategies, which are meant to promote a rough perception of surrounding objects for visually impaired…”
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Metrological Analysis with Covariance Features of Micro-Channels Fabricated with a Femtosecond Laser by Verdi, Matteo, Bassi, Federico, Calabrese, Luigi, Azzolini, Martina, Malek, Salim, Battisti, Roberto, Grilli, Eleonora, Menna, Fabio, Gallus, Enrico, Remondino, Fabio

“…This study presents an automated methodology for evaluating micro-channels fabricated using a femtosecond laser on stainless steel substrates. We utilize 3D…”
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Optimizing Field Data Collection for Individual Tree Attribute Predictions Using Active Learning Methods by Malek, Salim, Miglietta, Franco, Gobakken, Terje, Næsset, Erik, Gianelle, Damiano, Dalponte, Michele

“…Light detection and ranging (lidar) data are nowadays a standard data source in studies related to forest ecology and environmental mapping. Medium/high point…”
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Head pose estimation using facial-landmarks classification for children rehabilitation games by Malek, Salim, Rossi, Silvia

“…•A hybrid-method for Head Pose Estimation is presented.•Detection of robust feature-points is combined with a classification process for the orientation of the…”
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One‐dimensional convolutional neural networks for spectroscopic signal regression by Malek, Salim, Melgani, Farid, Bazi, Yakoub

“…This paper proposes a novel approach for driving chemometric analyses from spectroscopic data and based on a convolutional neural network (CNN) architecture…”
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Reconstructing Cloud-Contaminated Multispectral Images With Contextualized Autoencoder Neural Networks by Malek, Salim, Melgani, Farid, Bazi, Yakoub, Alajlan, Naif

“…The accurate reconstruction of areas obscured by clouds is among the most challenging topics for the remote sensing community since a significant percentage of…”
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Automatic Vectorization of Historical Maps by Elisa Farella, Salim Malek, Fabio Remondino

“…For the most diverse practical purposes and communication needs (from trade to conquests or exploratory voyages), man has always represented space through the…”
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Efficient Framework for Palm Tree Detection in UAV Images by Malek, Salim, Bazi, Yakoub, Alajlan, Naif, AlHichri, Haikel, Melgani, Farid

“…The latest developments in unmanned aerial vehicles (UAVs) and associated sensing systems make these platforms increasingly attractive to the remote sensing…”
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Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images by Bazi, Yakoub, Alajlan, Naif, Melgani, Farid, AlHichri, Haikel, Malek, Salim, Yager, Ronald R.

“…Recently, a new machine learning approach that is termed as the extreme learning machine (ELM) has been introduced in the literature. This approach is…”
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COMBINING IMAGE AND POINT CLOUD SEGMENTATION TO IMPROVE HERITAGE UNDERSTANDING by Bassier, M., Mazzacca, G., Battisti, R., Malek, S., Remondino, F.

“…Current 2D and 3D semantic segmentation frameworks are developed and trained on specific benchmark datasets, often rich of synthetic data, and when they are…”
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Detection of premature ventricular contraction arrhythmias in electrocardiogram signals with kernel methods by Alajlan, Naif, Bazi, Yakoub, Melgani, Farid, Malek, Salim, Bencherif, Mohamed A.

“…In this paper, we propose to investigate the capabilities of two kernel methods for the detection and classification of premature ventricular contractions…”
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Interactive Segmentation for Change Detection in Multispectral Remote-Sensing Images by Hichri, H., Bazi, Y., Alajlan, N., Malek, S.

“…In this letter, we propose to solve the change detection (CD) problem in multitemporal remote-sensing images using interactive segmentation methods. The user…”
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A novel fusion approach based on induced ordered weighted averaging operators for chemometric data analysis by AlHichri, Haikel, Bazi, Yakoub, Alajlan, Naif, Melgani, Farid, Malek, Salim, Yager, Ronald R.

“…This paper proposes a novel approach for the estimation of spectroscopic data by combining the predictions of an ensemble of estimators using the induced…”
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Prediction of stem diameter and biomass at individual tree crown level with advanced machine learning techniques by Malek, S, Miglietta, F, Gobakken, T, Næsset, E, Gianelle, D, Dalponte, M

“…Knowledge about the aboveground biomass (AGB) and the diameters at breast height (DBH) distribution can lead to a precise estimation of carbon density and…”
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Classification of AAMI heartbeat classes with an interactive ELM ensemble learning approach by Rahhal, Mohamad M. Al, Bazi, Yakoub, Alajlan, Naif, Malek, Salim, Al-Hichri, Haikel, Melgani, Farid, Zuair, Mansour A. Al

“…Flowchart of the proposed interactive classification system. •This paper proposes an ensemble method for the classification of AAMI signals.•The extreme…”
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Autoencoding approach to the cloud removal problem by Malek, Salim, Melgani, Farid

“…We propose in this work new strategies to reconstruct areas obscured by opaque clouds in multispectral images. They are based on an autoencoder (AE) neural…”
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An Application of a Runtime Epistemic Probabilistic Event Calculus to Decision-making in e-Health Systems by D'Asaro, Fabio Aurelio, Raggioli, Luca, Malek, Salim, Grazioso, Marco, Rossi, Silvia

“…We present and discuss a runtime architecture that integrates sensorial data and classifiers with a logic-based decision-making system in the context of an…”
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An automatic approach for palm tree counting in UAV images by Bazi, Yakoub, Malek, Salim, Alajlan, Naif, AlHichri, Haikel

“…In this paper, we develop an automatic method for counting palm trees in UAV images. First we extract a set of keypoints using the Scale Invariant Feature…”
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Domain adaptation methods for ECG classification by Bazi, Y., Alajlan, N., AlHichri, H., Malek, S.

“…The detection and classification of heart arrhythmias using Electrocardiogram signals (ECG) has been an active area of research in the literature. Usually, to…”
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