List of works - Siham Tabik

A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering

article by Andres Jesus Sanchez et al published 2018 in Lecture Notes in Computer Science

A Job Scheduling Approach for Multi-core Clusters Based on Virtual Malleability

article published in 2012

Analytical Modeling of Pipeline Parallelism

Anisotropic nonlinear diffusion for filtering 3D images on GPUs

Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems

Automatic Handgun Detection Alarm in Videos Using Deep Learning ⬇️

scientific article published on 16 February 2017

BreakHis based breast cancer automatic diagnosis using deep learning: Taxonomy, survey and insights

scholarly article by Yassir Benhammou et al published January 2020 in Neurocomputing

COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images

scientific article published on 10 November 2020

COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images ⬇️

scientific article published on 11 November 2020

Climate legacies drive the distribution and future restoration potential of dryland forests

scientific article published on 25 July 2022

Deep Learning in Omics Data Analysis and Precision Medicine

scholarly article published 10 December 2019

Deep Learning in Video Multi-Object Tracking: A Survey ⬇️

scientific article published on 19 November 2019

Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery ⬇️

scientific article published on 3 June 2017

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study

scientific article published on 26 November 2017

Demystifying the 16 × 16 thread-block for stencils on the GPU

Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning

scholarly article by Anastasiia Safonova et al published 16 March 2019 in Remote Sensing

Efficient Data Structure and Highly Scalable Algorithm for Total-Viewshed Computation

Evaluating the consistency of the 1982-1999 NDVI trends in the Iberian Peninsula across four time-series derived from the AVHRR sensor: LTDR, GIMMS, FASIR, and PAL-II

scientific article

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

scientific article published in June 2020

Fast clear-sky solar irradiation computation for very large digital elevation models

article by L.F. Romero et al published June 2008 in Computer Physics Communications

Forest restoration is more than firing seeds from a drone

scientific article published on 18 May 2022

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

scientific article published in November 2020

High-performance three-horizon composition algorithm for large-scale terrains

Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges ⬇️

scientific article published on 9 August 2020

Load balancing using work-stealing for pipeline parallelism in emerging applications

Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors

scientific article

Numerical simulations of dynamics and emission from relativistic astrophysical jets ⬇️

scientific article published on 20 January 2013

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

scientific article published on 25 February 2021

Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects

scientific article published on 29 July 2020

Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning

scientific article published on 9 November 2022

Sentinel2GlobalLULC: A deep-learning-ready Sentinel-2 RGB image dataset for global land use/cover mapping

scientific article

Spectral evolution simulation on leading multi-socket, multicore platforms

TimeSpec4LULC: A Global Deep Learning-driven Dataset of MODIS Terra-Aqua Multi-Spectral Time Series for LULC Mapping and Change Detection

scientific article

TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning

scientific article published on 30 March 2022

Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation ⬇️

scientific article published on 27 March 2018

Tree Cover Estimation in Global Drylands from Space Using Deep Learning

scientific article published on 21 January 2020

Whale counting in satellite and aerial images with deep learning

scientific article published on 03 October 2019

List of works by Siham Tabik

A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering

A Job Scheduling Approach for Multi-core Clusters Based on Virtual Malleability

Analytical Modeling of Pipeline Parallelism

Anisotropic nonlinear diffusion for filtering 3D images on GPUs

Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems

Automatic Handgun Detection Alarm in Videos Using Deep Learning ⬇️

BreakHis based breast cancer automatic diagnosis using deep learning: Taxonomy, survey and insights

COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images

COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images ⬇️

Climate legacies drive the distribution and future restoration potential of dryland forests

Deep Learning in Omics Data Analysis and Precision Medicine

Deep Learning in Video Multi-Object Tracking: A Survey ⬇️

Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery ⬇️

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study

Demystifying the 16 × 16 thread-block for stencils on the GPU

Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning

Efficient Data Structure and Highly Scalable Algorithm for Total-Viewshed Computation

Evaluating the consistency of the 1982-1999 NDVI trends in the Iberian Peninsula across four time-series derived from the AVHRR sensor: LTDR, GIMMS, FASIR, and PAL-II

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Fast clear-sky solar irradiation computation for very large digital elevation models

Forest restoration is more than firing seeds from a drone

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

High-performance three-horizon composition algorithm for large-scale terrains

Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges ⬇️

Load balancing using work-stealing for pipeline parallelism in emerging applications

Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors

Numerical simulations of dynamics and emission from relativistic astrophysical jets ⬇️

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects

Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning

Sentinel2GlobalLULC: A deep-learning-ready Sentinel-2 RGB image dataset for global land use/cover mapping

Spectral evolution simulation on leading multi-socket, multicore platforms

TimeSpec4LULC: A Global Deep Learning-driven Dataset of MODIS Terra-Aqua Multi-Spectral Time Series for LULC Mapping and Change Detection

TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning

Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation ⬇️

Tree Cover Estimation in Global Drylands from Space Using Deep Learning

Whale counting in satellite and aerial images with deep learning