Loretta Ichim

Orcid: 0000-0002-7465-3958

According to our database1, Loretta Ichim authored at least 109 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Person Detection and Tracking Using UAV and Neural Networks.
Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

Deep Convolutional Neural Networks for Real-Time Human Detection and Tracking on UAVs Embedded Systems.
Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

Deep Neural Networks for Halyomorpha Halys Detection.
Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

Identification of Benign Tumor Masses Using Deep Learning Techniques Based on Semantic Segmentation.
Proceedings of the Advances in Computational Intelligence, 2023

Halyomorpha Halys Detection in Orchard from UAV Images Using Convolutional Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2023

University - Research - Farm Cooperation to Identify the Halyomorpha Halys Invasion in Orchards.
Proceedings of the IEEE Global Engineering Education Conference, 2023

Classification of Skin Lesions from Dermatoscopic Images Using Convolutional Neural Networks.
Proceedings of the 24th International Conference on Control Systems and Computer Science, 2023

2022
Skin Lesion Classification Using Collective Intelligence of Multiple Neural Networks.
Sensors, 2022

New Trends in Melanoma Detection Using Neural Networks: A Systematic Review.
Sensors, 2022

Detection of Early Pregnancy in Ultrasound Images Using YOLOv3 <sup>*</sup>.
Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Comparative Study of Neural Networks Used in Halyomorpha Halys Detection<sup>*</sup>.
Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Using Drones and Deep Neural Networks to Detect Halyomorpha Halys in Ecological Orchards.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Educational Impact of Connected Projects Based on Triad University - Research - Industry Collaboration.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Artificial Intelligence-Based Support System for the Diagnosis of Cervical Lesions.
Proceedings of the 26th International Conference on System Theory, Control and Computing , 2022

Halyomorpha Halys Detection Using Efficient Neural Networks.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Real-time person detection from UAV images using performant neural networks.
Proceedings of the 14th International Conference on Electronics, 2022

Detection of Halyomorpha Halys Using Neural Networks.
Proceedings of the 8th International Conference on Control, 2022

2021
Retinal Blood Vessel Segmentation Using Pix2Pix GAN.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Melanoma Detection Using Two Neural Networks. A Comparison Study.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Automatic Detection of Blood Vessels in Retinal Images Using FC-DenseNet Neural Networks.
Proceedings of the 25th International Conference on System Theory, Control and Computing, 2021

Exudate Detection in Diabetic Retinopathy Using Deep Learning Techniques.
Proceedings of the 25th International Conference on System Theory, Control and Computing, 2021

Semantic Segmentation of Small Region of Interest for Agricultural Research Applications.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Identifying Persons from Iris Image.
Proceedings of the 13th International Conference on Electronics, 2021

Segmentation of Brain Tumors from MRI Images Using Deep Neural Networks.
Proceedings of the 23rd International Conference on Control Systems and Computer Science, 2021

Condition Monitoring of Manufacturing Production Lines Using Fractal Analysis of Energy Consumption Datasets.
Proceedings of the 23rd International Conference on Control Systems and Computer Science, 2021

Texture Analysis for Images with Forested Areas.
Proceedings of the 23rd International Conference on Control Systems and Computer Science, 2021

Improved Conditional GAN for Aerial Image Segmentation.
Proceedings of the 2021 IEEE AFRICON, 2021

2020
Advanced UAV-WSN System for Intelligent Monitoring in Precision Agriculture.
Sensors, 2020

Deep Learning-Based Methods for Automatic Diagnosis of Skin Lesions.
Sensors, 2020

Segmentation of Vegetation and Flood from Aerial Images Based on Decision Fusion of Neural Networks.
Remote. Sens., 2020

Melanoma Detection Using an Objective System Based on Multiple Connected Neural Networks.
IEEE Access, 2020

Real-time Assembly Fault Detection Using Image Analysis for Industrial Assembly Line.
Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Hybrid Sensor Network for Monitoring Environmental Parameters.
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020

Visual Servoing System for Local Robot Control in a Flexible Assembly Line.
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020

4G/LTE Issues of Low Altitude UAV Flying Systems.
Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

Classification of Small Region of Interest from Remote Images Using Neural Networks.
Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

Fusioning Multiple Treatment Retina Images into a Single One.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Target Audience Response Analysis in Out-of-home Advertising Using Computer Vision.
Proceedings of the 12th International Conference on Electronics, 2020

2019
A Survey of Collaborative UAV-WSN Systems for Efficient Monitoring.
Sensors, 2019

Fog Computing Monitoring System for a Flexible Assembly Line.
Proceedings of the 9th Workshop on Service Oriented, 2019

Sensor and Communication Considerations in UAV-WSN Based System for Precision Agriculture.
Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019

Color Texture Classification Combining LBP Images and Fractal Features.
Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019

Some comments on the constrained trajectory generation for UAV systems.
Proceedings of the 27th Mediterranean Conference on Control and Automation, 2019

IoT-Enabled Distributed Data Processing for Precision Agriculture.
Proceedings of the 27th Mediterranean Conference on Control and Automation, 2019

Detection of Cancerous Lesions with Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2019

Multi-Uav Architecture For Ground Data Collection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Flooded Areas Evaluation from Aerial Images Based on Convolutional Neural Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sensor Virtualization for Enabling Novel Services.
Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

Collaborative UAV-WSN System for Data Acquisition and Processing in Agriculture.
Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

Adaptive Set-Point Using Flow Estimation for Oxygen Control in Wastewater Plant.
Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Building Recognition in Static Images.
Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Virtual Sensor for Behavior Pattern Identification in a Smart Home Application.
Proceedings of the 8th International Conference on Systems and Control, 2019

Hierarchical Processing of Signals for Smart Crop Monitoring<sup>*</sup>.
Proceedings of the 8th International Conference on Systems and Control, 2019

Deep CNN Based System for Detection and Evaluation of RoIs in Flooded Areas.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Spectrum options and wireless communication solutions for drones.
Proceedings of the 11th International Conference on Electronics, 2019

Smart Grid Protection using MAC Value Analysis.
Proceedings of the 11th International Conference on Electronics, 2019

Aerial Robotic Team for Complex Monitoring in Precision Agriculture.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

Image Based Fault Detection Algorithm for Flexible Industrial Assembly Line.
Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019

2018
Intelligent Image Processing System for Detection and Segmentation of Regions of Interest in Retinal Images.
Symmetry, 2018

Emotion Classification Using a Tensorflow Generative Adversarial Network Implementation.
Symmetry, 2018

A Collaborative UAV-WSN Network for Monitoring Large Areas.
Sensors, 2018

Road Detection and Segmentation from Aerial Images Using a CNN Based System.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Improvement of Optic Disc Localization using Gabor Filters.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Cyber Security of Smart Grid Infrastructure.
Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018

Connectivity Solutions for Hybrid Air-Ground Sensor Networks.
Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

Residual Water Burst Detection Using WSN Measurements and Cloud Analysis.
Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

Integration of WSN, IoT and Cloud Computing in Distributed Monitoring System for Aging Persons in Active Life.
Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

Complex Conditional Generative Adversarial Nets for Multiple Objectives Detection in Aerial Images.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Mixed-Integer Representations for Mission Constraints in a Multi-Agent Team.
Proceedings of the 15th International Conference on Control, 2018

Flooded Area Segmentation from UAV Images Based on Generative Adversarial Networks.
Proceedings of the 15th International Conference on Control, 2018

CNN based on LBP for Evaluating Natural Disasters.
Proceedings of the 15th International Conference on Control, 2018

Ground Control Station for an Unmanned Aerial Vehicle Integrated in IoT.
Proceedings of the 2018 10th International Conference on Electronics, 2018

Person Detection in Video Surveillance.
Proceedings of the 2018 10th International Conference on Electronics, 2018

Correlation between Distance and Frequency Bands in Hybrid Air-Ground Sensor Networks.
Proceedings of the 5th International Conference on Control, 2018

Wireless Sensor Network Architecture based on Fog Computing.
Proceedings of the 5th International Conference on Control, 2018

Integrating UAV in IoT for RoI Classification in Remote Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Unmanned Aerial Vehicle Systems for Remote Estimation of Flooded Areas Based on Complex Image Processing.
Sensors, 2017

Retinal image segmentation based on weighted local detectors and confusion matrix.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Accurate localization of the optic disc based on LBP descriptors.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Constrained trajectory generation for UAV systems using a B-spline parametrization.
Proceedings of the 25th Mediterranean Conference on Control and Automation, 2017

Improving operational security for web-based distributed control systems in wastewater management.
Proceedings of the 25th Mediterranean Conference on Control and Automation, 2017

Combining Color Fractal with LBP Information for Flood Segmentation in UAV-Based Images.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Interconnected Neural Networks Based on Voting Scheme and Local Detectors for Retinal Image Analysis and Diagnosis.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

A multi-agent system for management of control functions as services in onshore oilfield.
Proceedings of the 9th International Conference on Electronics, 2017

A practical approach to IEC 61850 standard for automation, protection and control of substations.
Proceedings of the 9th International Conference on Electronics, 2017

Texture Classification Algorithm Using Elements of Fractal Analysis.
Proceedings of the 21st International Conference on Control Systems and Computer Science, 2017

Image processing in hybrid wireless sensor network for small flooded areas evaluation.
Proceedings of the 4th International Conference on Control, 2017

Interlinking unmanned aerial vehicles with wireless sensor networks for improved large area monitoring.
Proceedings of the 4th International Conference on Control, 2017

Monitoring and Evaluation of Flooded Areas Based on Fused Texture Descriptors.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Detection of exudates and hemorrhages using an efficient criterion for feature selection.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Remote assessment of flooded areas based on inter-spectral statistical features.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Intelligent feature selection for regions of interest identification in retinal images.
Proceedings of the 11th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2016

Remote image classification based on patch dissimilarity.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Flood evaluation in critical areas by UAV surveillance.
Proceedings of the 8th International Conference on Electronics, 2016

A service oriented system of reusable algorithms for distributed control of petroleum facilities in onshore oilfields.
Proceedings of the 8th International Conference on Electronics, 2016

Complex Image Processing Using Correlated Color Information.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Sliding Box Method for Automated Detection of the Optic Disc and Macula in Retinal Images.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Texture Based Method for Automated Detection, Localization and Evaluation of the Exudates in Retinal Images.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Improving Texture Based Classification of Aerial Images by Fractal Features.
Proceedings of the 20th International Conference on Control Systems and Computer Science, 2015

Image Recognition in UAV Application Based on Texture Analysis.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Reconfigurable robotic system based on mono-camera guidance.
Proceedings of the 6th International Conference on Electronics, 2014

2013
Characterization of Tumor Angiogenesis Using Fractal Measures.
Proceedings of the 19th International Conference on Control Systems and Computer Science, 2013

2010
Using texture and fractal analysis for classification of cell nuclei from light scattering spectroscopic images.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

2009
Device and Method for Acquisition and Automatic Data Processing in Virology.
Trans. Mass Data Anal. Images Signals, 2009

Two Dimensional Modeling and Fractal Characterization of Tumor Vascular Network.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

2008
Using fractal dimension as discriminator of infected HeLa cells from spectrophotometric images.
Int. J. Funct. Informatics Pers. Medicine, 2008

Automatic Data Acquisition and Signal Processing in the Field of Virology.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008

Two Dimensional Modeling and Computer Simulation of Tumor Growth.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

2007
Fractal Dimension of Mie Scattering Spectra for the Appraisal of Infected HeLa Cells in Cultures.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007


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