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2020 – today
- 2024
[j14]Mohamed El-Khatib
, Dan Popescu, Oana Mihaela Teodor, Loretta Ichim:
New Trends in Ovarian Cancer Diagnosis Using Deep Learning: A Systematic Review. IEEE Access 12: 116587-116608 (2024)- [c102]Ionel-Gabriel Zahia, Dan Popescu, Loretta Ichim:
(POSTER) Visual Transformer Models on UAV-Captured Images for Person Detection. DCOSS-IoT 2024: 759-761 - [c101]R. Bustan, R. Boriceanu, Dan Popescu, Loretta Ichim:
System Based on Efficient Neural Network Fusion for Negative Emotion Classification. MED 2024: 274-279 - [c100]Florin Stoican, Vincent Marguet, Dan Popescu, Ionela Prodan, Loretta Ichim:
On the Energy Consumption of a Quadcopter Navigating in an Orchard Environment. MED 2024: 280-285 - [c99]Valentin Bobeica, Dan Popescu, Nicoleta Angelescu, Loretta Ichim:
Industrial Teleassistance with the Help of Augmented Reality. RoEduNet 2024: 1-6 - 2023
- [c98]Maria Oniga, Alina-Elena Sultana, Dan Popescu, Daniel Marian Merezeanu, Loretta Ichim:
Classification of Skin Lesions from Dermatoscopic Images Using Convolutional Neural Networks. CSCS 2023: 235-240 - [c97]Dan Popescu, Loretta Ichim:
University - Research - Farm Cooperation to Identify the Halyomorpha Halys Invasion in Orchards. EDUCON 2023: 1-5 - [c96]Loretta Ichim, Silviu Dinu, Dan Popescu:
Decision Fusion-Based System for Automatic Face Emotions Recognition. IntelliSys (2) 2023: 743-757 - [c95]Alexandru Dinca, Dan Popescu, Cristina Maria Pinotti, Loretta Ichim, Lorenzo Palazzetti, Nicoleta Angelescu:
Halyomorpha Halys Detection in Orchard from UAV Images Using Convolutional Neural Networks. IWANN (2) 2023: 315-326 - [c94]Mohamed El-Khatib, Oana Mihaela Teodor, Dan Popescu, Loretta Ichim:
Identification of Benign Tumor Masses Using Deep Learning Techniques Based on Semantic Segmentation. IWANN (1) 2023: 529-540 - [c93]Trandafir-Liviu Serghei, Petrisor Valentin Pârvu, Madalina-Oana Serghei, Dan Popescu, Loretta Ichim:
Deep Convolutional Neural Networks for Real-Time Human Detection and Tracking on UAVs Embedded Systems. MED 2023: 311-316 - [c92]Alexandru Dinca, Nicoleta Angelescu, Loretta Ichim, Dan Popescu:
Deep Neural Networks for Halyomorpha Halys Detection. MED 2023: 317-322 - [c91]Andrei-Stelian Stan, Loretta Ichim, Petrisor Valentin Pârvu, Dan Popescu:
Person Detection and Tracking Using UAV and Neural Networks. MED 2023: 323-328 - 2022
- [j13]Dan Popescu, Mohamed El-Khatib, Hassan El-Khatib, Loretta Ichim:
New Trends in Melanoma Detection Using Neural Networks: A Systematic Review. Sensors 22(2): 496 (2022) - [j12]Dan Popescu, Mohamed El-Khatib, Loretta Ichim:
Skin Lesion Classification Using Collective Intelligence of Multiple Neural Networks. Sensors 22(12): 4399 (2022) - [c90]A. Sava, Loretta Ichim, Dan Popescu:
Detection of Halyomorpha Halys Using Neural Networks. CoDIT 2022: 437-442 - [c89]Mohamed El-Khatib, Oana Mihaela Teodor, Dan Popescu, Loretta Ichim:
Using Combined CNNs for ROI Segmentation in Early Investigation of Pregnancy. CoDIT 2022: 897-902 - [c88]Alexandru Gabriel Popa, Loretta Ichim, Dan Popescu:
Real-time person detection from UAV images using performant neural networks. ECAI 2022: 1-5 - [c87]Alexandru Dinca, Nicoleta Angelescu, Loretta Ichim, Dan Popescu:
Halyomorpha Halys Detection Using Efficient Neural Networks. ICONIP (3) 2022: 459-470 - [c86]Irina Deaconescu, Dan Popescu, Loretta Ichim:
Artificial Intelligence-Based Support System for the Diagnosis of Cervical Lesions. ICSTCC 2022: 409-414 - [c85]Loretta Ichim, R. Ciciu, Dan Popescu:
Using Drones and Deep Neural Networks to Detect Halyomorpha Halys in Ecological Orchards. IGARSS 2022: 437-440 - [c84]Dan Popescu, Loretta Ichim:
Educational Impact of Connected Projects Based on Triad University - Research - Industry Collaboration. IGARSS 2022: 6852-6855 - [c83]Dan Popescu, Loretta Ichim, Mihai Lorin Dimoiu, Raluca Trufelea:
Comparative Study of Neural Networks Used in Halyomorpha Halys Detection*. MED 2022: 182-187 - [c82]Oana Mihaela Teodor, Monica Mihaela Cirstoiu, Loretta Ichim, Dan Popescu:
Detection of Early Pregnancy in Ultrasound Images Using YOLOv3 *. MED 2022: 188-193 - 2021
- [c81]Mihai Lorin Dimoiu, Dan Popescu, Loretta Ichim:
Improved Conditional GAN for Aerial Image Segmentation. AFRICON 2021: 1-6 - [c80]Andreea Concea, Tudor Nitescu, Loretta Ichim, Dan Popescu:
Texture Analysis for Images with Forested Areas. CSCS 2021: 197-202 - [c79]Andrei Roznov, Radu Dobrescu, Dan Popescu, Loretta Ichim:
Segmentation of Brain Tumors from MRI Images Using Deep Neural Networks. CSCS 2021: 203-208 - [c78]Viorel Mihai, Cristian Dragana, Dan Popescu, Loretta Ichim:
Condition Monitoring of Manufacturing Production Lines Using Fractal Analysis of Energy Consumption Datasets. CSCS 2021: 249-253 - [c77]Alexandru Costache, Emilia Badescu, Dan Popescu, Loretta Ichim:
Identifying Persons from Iris Image. ECAI 2021: 1-4 - [c76]Dan Popescu, Loretta Ichim, Octavian Andrei Sava:
Semantic Segmentation of Small Region of Interest for Agricultural Research Applications. ICCCI 2021: 585-598 - [c75]Mihaela Deaconu, Dan Popescu, Loretta Ichim:
Automatic Detection of Blood Vessels in Retinal Images Using FC-DenseNet Neural Networks. ICSTCC 2021: 449-454 - [c74]Roxana-Georgiana Cincan, Dan Popescu, Loretta Ichim:
Exudate Detection in Diabetic Retinopathy Using Deep Learning Techniques. ICSTCC 2021: 473-477 - [c73]Hakan Meva, Dan Popescu, Loretta Ichim:
Melanoma Detection Using Two Neural Networks. A Comparison Study. IDAACS 2021: 673-678 - [c72]Dan Popescu, Mihaela Deaconu, Loretta Ichim, Grigore Stamatescu:
Retinal Blood Vessel Segmentation Using Pix2Pix GAN. MED 2021: 1173-1178 - 2020
- [j11]Loretta Ichim, Dan Popescu:
Melanoma Detection Using an Objective System Based on Multiple Connected Neural Networks. IEEE Access 8: 179189-179202 (2020) - [j10]Loretta Ichim, Dan Popescu:
Segmentation of Vegetation and Flood from Aerial Images Based on Decision Fusion of Neural Networks. Remote. Sens. 12(15): 2490 (2020) - [j9]Dan Popescu, Florin Stoican, Grigore Stamatescu, Loretta Ichim, Cristian Dragana:
Advanced UAV-WSN System for Intelligent Monitoring in Precision Agriculture. Sensors 20(3): 817 (2020) - [j8]Hassan El-Khatib, Dan Popescu, Loretta Ichim:
Deep Learning-Based Methods for Automatic Diagnosis of Skin Lesions. Sensors 20(6): 1753 (2020) - [c71]Alexandru Costache, Dan Popescu, Stefan Alexandru Mocanu, Loretta Ichim:
Target Audience Response Analysis in Out-of-home Advertising Using Computer Vision. ECAI 2020: 1-6 - [c70]Irina Mocanu, Loretta Ichim, Dan Popescu:
Fusioning Multiple Treatment Retina Images into a Single One. ICONIP (5) 2020: 96-103 - [c69]Loretta Ichim, Dan Popescu:
Classification of Small Region of Interest from Remote Images Using Neural Networks. ICSTCC 2020: 862-867 - [c68]Laurentiu Gabriel Militaru, Dan Popescu, Loretta Ichim:
4G/LTE Issues of Low Altitude UAV Flying Systems. ICSTCC 2020: 874-879 - [c67]Dan Popescu, Viorel Mihai, Jan-Iliuta-Romeo Cojocaru, Cristian Dragana, Loretta Ichim:
Visual Servoing System for Local Robot Control in a Flexible Assembly Line. MED 2020: 927-932 - [c66]Dan Popescu, Emilian Vlasceanu, Marius Dima, Florin Stoican, Loretta Ichim:
Hybrid Sensor Network for Monitoring Environmental Parameters. MED 2020: 933-938 - [c65]Jan-Iliuta-Romeo Cojocaru, Dan Popescu, Loretta Ichim:
Real-time Assembly Fault Detection Using Image Analysis for Industrial Assembly Line. TSP 2020: 484-487
2010 – 2019
- 2019
- [j7]Dan Popescu, Florin Stoican, Grigore Stamatescu, Oana Chenaru, Loretta Ichim:
A Survey of Collaborative UAV-WSN Systems for Efficient Monitoring. Sensors 19(21): 4690 (2019) - [c64]Jan-Iliuta-Romeo Cojocaru, Dan Popescu, Loretta Ichim:
Image Based Fault Detection Algorithm for Flexible Industrial Assembly Line. CSCS 2019: 541-546 - [c63]Emilian Vlasceanu, Dan Popescu, Loretta Ichim:
Aerial Robotic Team for Complex Monitoring in Precision Agriculture. DCOSS 2019: 167-169 - [c62]Balduino Estison Mugilila Camachi, Dan Popescu, Loretta Ichim:
Smart Grid Protection using MAC Value Analysis. ECAI 2019: 1-6 - [c61]Laurentiu Gabriel Militaru, Dan Popescu, Loretta Ichim:
Spectrum options and wireless communication solutions for drones. ECAI 2019: 1-6 - [c60]Dan Popescu, Loretta Ichim, George Cioroiu:
Deep CNN Based System for Detection and Evaluation of RoIs in Flooded Areas. ICONIP (1) 2019: 236-248 - [c59]Dan Popescu, Loretta Ichim, Florin Stoican, Cristian Dragana:
Hierarchical Processing of Signals for Smart Crop Monitoring*. ICSC 2019: 265-270 - [c58]Oana Chenaru, Cristina Elena Hanganu, Dan Popescu, Loretta Ichim:
Virtual Sensor for Behavior Pattern Identification in a Smart Home Application. ICSC 2019: 388-392 - [c57]Alexandru Costache, Dan Popescu, Loretta Ichim, Stefan Alexandru Mocanu:
Building Recognition in Static Images. ICSTCC 2019: 486-491 - [c56]Dragos Enache, Oana Chenaru, Dan Popescu, Loretta Ichim:
Adaptive Set-Point Using Flow Estimation for Oxygen Control in Wastewater Plant. ICSTCC 2019: 492-497 - [c55]Dan Popescu, Florin Stoican, Loretta Ichim, Grigore Stamatescu, Cristian Dragana:
Collaborative UAV-WSN System for Data Acquisition and Processing in Agriculture. IDAACS 2019: 519-524 - [c54]Oana Chenaru, Cristina Elena Hanganu, Dan Popescu, Loretta Ichim:
Sensor Virtualization for Enabling Novel Services. IDAACS 2019: 645-650 - [c53]Emilian Vlasceanu, Dan Popescu, Loretta Ichim:
Multi-Uav Architecture For Ground Data Collection. IGARSS 2019: 9192-9195 - [c52]Loretta Ichim, Dan Popescu:
Flooded Areas Evaluation from Aerial Images Based on Convolutional Neural Network. IGARSS 2019: 9756-9759 - [c51]Hassan El-Khatib, Dan Popescu, Loretta Ichim:
Detection of Cancerous Lesions with Neural Networks. IWANN (2) 2019: 377-389 - [c50]Grigore Stamatescu, Cristian Dragana, Iulia Stamatescu, Loretta Ichim, Dan Popescu:
IoT-Enabled Distributed Data Processing for Precision Agriculture. MED 2019: 286-291 - [c49]Florin Stoican, Dan Popescu, Loretta Ichim:
Some comments on the constrained trajectory generation for UAV systems. MED 2019: 470-475 - [c48]Jan-Iliuta-Romeo Cojocaru, Dan Popescu, Loretta Ichim:
Color Texture Classification Combining LBP Images and Fractal Features. CIS/RAM 2019: 35-40 - [c47]Emilian Vlasceanu, Marius Dima, Dan Popescu, Loretta Ichim:
Sensor and Communication Considerations in UAV-WSN Based System for Precision Agriculture. CIS/RAM 2019: 281-286 - [c46]Viorel Mihai, Dan Popescu, Loretta Ichim, Cristian Dragana:
Fog Computing Monitoring System for a Flexible Assembly Line. SOHOMA 2019: 197-209 - 2018
- [j6]Dan Popescu, Cristian Dragana, Florin Stoican, Loretta Ichim, Grigore Stamatescu:
A Collaborative UAV-WSN Network for Monitoring Large Areas. Sensors 18(12): 4202 (2018) - [j5]Dan Popescu, Loretta Ichim:
Intelligent Image Processing System for Detection and Segmentation of Regions of Interest in Retinal Images. Symmetry 10(3): 73 (2018) - [j4]Traian Caramihale, Dan Popescu, Loretta Ichim:
Emotion Classification Using a Tensorflow Generative Adversarial Network Implementation. Symmetry 10(9): 414 (2018) - [c45]Loretta Ichim, Dan Popescu:
Integrating UAV in IoT for RoI Classification in Remote Images. ACIVS 2018: 270-282 - [c44]Laurentiu Gabriel Militaru, Dan Popescu, Cristian Mateescu, Loretta Ichim:
Correlation between Distance and Frequency Bands in Hybrid Air-Ground Sensor Networks. CoDIT 2018: 247-252 - [c43]Viorel Mihai, Cristian Dragana, Grigore Stamatescu, Dan Popescu, Loretta Ichim:
Wireless Sensor Network Architecture based on Fog Computing. CoDIT 2018: 743-747 - [c42]Andrada Livia Sumalan, Loretta Ichim, Dan Popescu:
Person Detection in Video Surveillance. ECAI 2018: 1-6 - [c41]Emilian Vlasceanu, Dan Popescu, Loretta Ichim:
Ground Control Station for an Unmanned Aerial Vehicle Integrated in IoT. ECAI 2018: 1-6 - [c40]Florin Stoican, Ionela Prodan, Dan Popescu, Loretta Ichim, Emilian Vlasceanu:
Mixed-Integer Representations for Mission Constraints in a Multi-Agent Team. ICARCV 2018: 562-567 - [c39]Andrada Livia Cirneanu, Dan Popescu, Loretta Ichim:
CNN based on LBP for Evaluating Natural Disasters. ICARCV 2018: 568-573 - [c38]Dan Popescu, Loretta Ichim, Florin Stoican:
Flooded Area Segmentation from UAV Images Based on Generative Adversarial Networks. ICARCV 2018: 1361-1366 - [c37]Dan Popescu, Loretta Ichim, Andrei Docea:
Complex Conditional Generative Adversarial Nets for Multiple Objectives Detection in Aerial Images. ICONIP (4) 2018: 671-683 - [c36]Dragos Enache, Oana Chenaru, Loretta Ichim, Dan Popescu:
Residual Water Burst Detection Using WSN Measurements and Cloud Analysis. MED 2018: 926-931 - [c35]Gabriel Militaru, Iulian Mihalcea, Dan Popescu, Loretta Ichim:
Connectivity Solutions for Hybrid Air-Ground Sensor Networks. MED 2018: 932-937 - [c34]Oana Chenaru, Viorel Mihai, Dan Popescu, Loretta Ichim:
Integration of WSN, IoT and Cloud Computing in Distributed Monitoring System for Aging Persons in Active Life. MED 2018: 938-943 - [c33]Balduino Estison Mugilila Camachi, Loretta Ichim, Dan Popescu:
Cyber Security of Smart Grid Infrastructure. SACI 2018: 303-308 - [c32]Stefan Cirneanu, Loretta Ichim, Dan Popescu:
Improvement of Optic Disc Localization using Gabor Filters. TSP 2018: 1-5 - [c31]Loretta Ichim, Dan Popescu:
Road Detection and Segmentation from Aerial Images Using a CNN Based System. TSP 2018: 1-5 - 2017
- [j3]Dan Popescu, Loretta Ichim, Florin Stoican:
Unmanned Aerial Vehicle Systems for Remote Estimation of Flooded Areas Based on Complex Image Processing. Sensors 17(3): 446 (2017) - [c30]Loretta Ichim, Dan Popescu:
Monitoring and Evaluation of Flooded Areas Based on Fused Texture Descriptors. ACIVS 2017: 349-360 - [c29]Loretta Ichim, Dan Popescu:
Image processing in hybrid wireless sensor network for small flooded areas evaluation. CoDIT 2017: 318-323 - [c28]Cristian Dragana, Grigore Stamatescu, Loretta Ichim, Dan Popescu:
Interlinking unmanned aerial vehicles with wireless sensor networks for improved large area monitoring. CoDIT 2017: 359-364 - [c27]Jan-Iliuta-Romeo Cojocaru, Dan Popescu, Loretta Ichim:
Texture Classification Algorithm Using Elements of Fractal Analysis. CSCS 2017: 435-440 - [c26]Balduino Estison Mugilila Camachi, Oana Chenaru, Loretta Ichim, Dan Popescu:
A practical approach to IEC 61850 standard for automation, protection and control of substations. ECAI 2017: 1-6 - [c25]Nicoleta Marilena Matei, Sorin-Lucian Dobrescu, Loretta Ichim, Dan Popescu, Emil Pricop:
A multi-agent system for management of control functions as services in onshore oilfield. ECAI 2017: 1-5 - [c24]Loretta Ichim, Dan Popescu:
Combining Color Fractal with LBP Information for Flood Segmentation in UAV-Based Images. ICIAP (2) 2017: 741-752 - [c23]Traian Caramihale, Dan Popescu, Loretta Ichim:
Interconnected Neural Networks Based on Voting Scheme and Local Detectors for Retinal Image Analysis and Diagnosis. ICIAP (2) 2017: 753-764 - [c22]Florin Stoican, Ionela Prodan, Dan Popescu, Loretta Ichim:
Constrained trajectory generation for UAV systems using a B-spline parametrization. MED 2017: 613-618 - [c21]Oana Chenaru, Dan Popescu, Dragos Enache, Loretta Ichim, Florin Stoican:
Improving operational security for web-based distributed control systems in wastewater management. MED 2017: 1089-1093 - [c20]Loretta Ichim, Dan Popescu:
Retinal image segmentation based on weighted local detectors and confusion matrix. TSP 2017: 654-658 - [c19]Stefan Cirneanu, Loretta Ichim, Dan Popescu:
Accurate localization of the optic disc based on LBP descriptors. TSP 2017: 678-681 - 2016
- [c18]Dan Popescu, Loretta Ichim, Diana Gornea, Florin Stoican:
Complex Image Processing Using Correlated Color Information. ACIVS 2016: 723-734 - [c17]Sorin-Lucian Dobrescu, Oana Chenaru, Nicoleta Marilena Matei, Loretta Ichim, Dan Popescu:
A service oriented system of reusable algorithms for distributed control of petroleum facilities in onshore oilfields. ECAI 2016: 1-6 - [c16]Andrada Livia Sumalan, Dan Popescu, Loretta Ichim:
Flood evaluation in critical areas by UAV surveillance. ECAI 2016: 1-6 - [c15]Loretta Ichim, Dan Popescu:
Remote image classification based on patch dissimilarity. MED 2016: 1186-1191 - [c14]Loretta Ichim, Traian Caramihale, Dan Popescu:
Intelligent feature selection for regions of interest identification in retinal images. SACI 2016: 311-316 - [c13]Diana Gornea, Dan Popescu, Loretta Ichim:
Remote assessment of flooded areas based on inter-spectral statistical features. TSP 2016: 707-710 - [c12]Dan Popescu, Loretta Ichim, Traian Caramihale:
Detection of exudates and hemorrhages using an efficient criterion for feature selection. TSP 2016: 711-715 - 2015
- [c11]Dan Popescu, Loretta Ichim:
Image Recognition in UAV Application Based on Texture Analysis. ACIVS 2015: 693-704 - [c10]Dan Popescu, Loretta Ichim, Nicoleta Angelescu, Marius Georgian Ionita:
Improving Texture Based Classification of Aerial Images by Fractal Features. CSCS 2015: 578-583 - [c9]Dan Popescu, Loretta Ichim, Traian Caramihale:
Texture Based Method for Automated Detection, Localization and Evaluation of the Exudates in Retinal Images. ICONIP (4) 2015: 463-472 - [c8]Dan Popescu, Loretta Ichim, Radu Dobrescu:
Sliding Box Method for Automated Detection of the Optic Disc and Macula in Retinal Images. IWBBIO (1) 2015: 250-261 - 2014
- [c7]Dan Popescu, Loretta Ichim, Radu Fratila, Diana Gornea:
Reconfigurable robotic system based on mono-camera guidance. ECAI 2014: 45-50 - 2013
- [c6]Loretta Ichim, Radu Dobrescu:
Characterization of Tumor Angiogenesis Using Fractal Measures. CSCS 2013: 345-349 - 2010
- [c5]Radu Dobrescu, Matei Dobrescu, Loretta Ichim:
Using texture and fractal analysis for classification of cell nuclei from light scattering spectroscopic images. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [j2]Loretta Ichim, Radu Dobrescu:
Device and Method for Acquisition and Automatic Data Processing in Virology. Trans. Mass Data Anal. Images Signals 1(2): 210 (2009) - [c4]Radu Dobrescu, Loretta Ichim:
Two Dimensional Modeling and Fractal Characterization of Tumor Vascular Network. IJCBS 2009: 483-486 - 2008
- [j1]Radu Dobrescu, Loretta Ichim:
Using fractal dimension as discriminator of infected HeLa cells from spectrophotometric images. Int. J. Funct. Informatics Pers. Medicine 1(1): 53-67 (2008) - [c3]Loretta Ichim, Radu Dobrescu, Catalin Vasilescu:
Two Dimensional Modeling and Computer Simulation of Tumor Growth. BIOCOMP 2008: 328-333 - [c2]Radu Dobrescu, Loretta Ichim:
Automatic Data Acquisition and Signal Processing in the Field of Virology. MDA 2008: 52-61 - 2007
- [c1]Radu Dobrescu, Loretta Ichim:
Fractal Dimension of Mie Scattering Spectra for the Appraisal of Infected HeLa Cells in Cultures. BIBE 2007: 908-913
Coauthor Index
[j14] [c102] [c101] [c100] [c99] [c98] [c97] [c96] [c95] [c94] [c93] [c92] [c91] [j13] [j12] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [j11] [j10] [j9] [j8] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [j7] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [j6] [j5] [j4] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [j3] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7]
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