‪Lorena de los Angeles Guachi-Guachi‬

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Robinson GuachiThe Biorobotics Institute | Sant'Anna School of Advanced StudiesVerified email at santannapisa.it
Diego Hernán Peluffo-OrdóñezHead of the SDAS Research Group (https://sdas-group.com/)Verified email at sdas-group.com
Stefania PerriAssociate Professor of Electronics, Università della CalabriaVerified email at unical.it
Pasquale CorsonelloUniversity of Calabria-Dept. of Electronics, Computer Science and SystemsVerified email at deis.unical.it
Giuseppe CocorulloUniversità della Calabria - Italy -Rende (CS)Verified email at unical.it
Fabio FrustaciElectronics EngineeringVerified email at deis.unical.it
Fabiano BiniDepartment of Mechanical and Aerospace Engineering -"Sapienza" University of RomeVerified email at uniroma1.it
Francesca CampanaAssociate Professor, Sapienza University of RomeVerified email at uniroma1.it
Saravana Prakash Thirumuruganandh...Centro de Investigación de Ciencias Humanas y de la Educación (CICHE), Facultad de Ingenieria yVerified email at uti.edu.ec
Michele BiciUniversità di Roma "La Sapienza"Verified email at uniroma1.it
Carlos Bustamante OrellanaPhD StudentVerified email at asu.edu
Richard Torres MolinaVirginia TechVerified email at vt.edu
Hind RakiPhD student/researcher, UM6PVerified email at um6p.ma
Aalaila YahyaPhD Student at Mohammed VI Polytechnic UniversityVerified email at um6p.ma
Mouad ElhamdiPhD student at Mohammed VI Polytechnic UniversityVerified email at um6p.ma
Johan Manuel Cabrera Chavarroingeniero de software, Indigo TechnologiesVerified email at indigo.tech
Leonel MeraMachine learning researcher at Indigo.Verified email at udea.edu.co
Andres Anaya IsazaScientist, Pontificia Universidad Javeriana - Bogotá D.C.Verified email at javeriana.edu.co
Javier Revelo FuelagánUniversidad de NariñoVerified email at udenar.edu.co
MARTIN VELEZ FALCONIYachay Tech/ SDAS-GROUPVerified email at yachaytech.edu.ec

Lorena de los Angeles Guachi-Guachi

Other namesLorena Guachi-Guachi

Post-doc at The BioRobotics Institute of the Scuola Superiore Sant’Anna

Verified email at santannapisa.it - Homepage

Applications of artificial intelligence Deep Learning Computer Vision


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Comparison of current deep convolutional neural networks for the segmentation of breast masses in mammograms A Anaya-Isaza, L Mera-Jimenez, JM Cabrera-Chavarro, L Guachi-Guachi, ... IEEE Access 9, 152206-152225, 2021	21	2021
Automatic colorectal segmentation with convolutional neural network L Guachi, R Guachi, F Bini, F Marinozzi Computer-Aided Design and Applications 16 (5), 836-845, 2019	20	2019
Enhanced convolutional-neural-network architecture for crop classification MY Moreno-Revelo, L Guachi-Guachi, JB Gómez-Mendoza, ... Applied Sciences 11 (9), 4292, 2021	18	2021
Embedded surveillance system using background subtraction and Raspberry Pi G Cocorullo, P Corsonello, F Frustaci, L Guachi, S Perri 2015 AEIT International Annual Conference (AEIT), 1-5, 2015	16	2015
Multimodal background subtraction for high-performance embedded systems G Cocorullo, P Corsonello, F Frustaci, LA Guachi-Guachi, S Perri Journal of Real-Time Image Processing 16, 1407-1423, 2019	14	2019
Breast cancer detection using image processing techniques and classification algorithms VH Viswanath, L Guachi-Guachi, SP Thirumuruganandham EasyChair 2101, 1-11, 2019	11	2019
Automatic microstructural classification with convolutional neural network G Lorena, G Robinson, P Stefania, C Pasquale, B Fabiano, M Franco Conference on Information Technologies and Communication of Ecuador, 170-181, 2018	11	2018
A novel background subtraction method based on color invariants and grayscale levels L Guachi, G Cocorullo, P Corsonello, F Frustaci, S Perri 2014 International Carnahan Conference on Security Technology (ICCST), 1-5, 2014	9	2014
Geometrical modelling effects on FEA of colorectal surgery R Guachi, M Bici, G Lorena, F Campana, F Bini, F Marinozzi Computer-Aided Design and Applications 16 (4), 778-788, 2019	8	2019
Convolutional neural networks for automatic classification of diseased leaves: the impact of dataset size and fine-tuning G Caluña, L Guachi-Guachi, R Brito International Conference on Computational Science and Its Applications, 951-966, 2020	5	2020
The impact of histogram equalization and color mapping on ResNet-34's overall performance for COVID-19 detection JD Freire, JR Montenegro, HA Mejia, FP Guzman, CE Bustamante, ... 4th International Conference on Data Storage and Data Engineering, DSDE 2021 …, 2021	4	2021
Comparative Study of Distance Measures for the Fuzzy C-means and K-means Non-Supervised Methods Applied to Image Segmentation. M Vélez-Falconí, J Marín, S Jiménez, L Guachi-Guachi ICAI Workshops, 1-14, 2020	4	2020
Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches H Raki, J González-Vergara, Y Aalaila, M Elhamdi, S Bamansour, ... International Conference on Applied Informatics, 31-44, 2022	3	2022
3D Printing of prototypes starting from medical imaging. A liver case study R Guachi, M Bici, F Bini, ME Calispa, C Oscullo, L Guachi, F Campana, ... LECTURE NOTES IN MECHANICAL ENGINEERING, 535-545, 2022	3	2022
Biomechanics of soft tissues: the role of the mathematical model on material behavior C Bustamante-Orellana, R Guachi, L Guachi-Guachi, S Novelli, ... The International Conference on Advances in Emerging Trends and Technologies …, 2019	3	2019
Interactive Information Visualization Models: A Systematic Literature Review MA Ortega-Bustamante, W Hasperué, DH Peluffo-Ordóñez, D Imbaquingo, ... International Conference on Computational Science and Its Applications, 661-676, 2023	2	2023
Automated Identification of Breast Cancer Using Digitized Mammogram Images B Chachalo, E Solis, E Andrade, S Pozo, R Guachi, ... Iberoamerican Congress on Pattern Recognition, 346-356, 2019	2	2019
Brain tumor classification using principal component analysis and kernel support vector machine R Torres-Molina, C Bustamante-Orellana, A Riofrío-Valdivieso, ... International Conference on Intelligent Data Engineering and Automated …, 2019	2	2019
Learning style identification by chaea junior questionnaire and artificial neural network method: A case study R Torres-Molina, L Guachi-Guachi, R Guachi, P Stefania, ... The International Conference on Advances in Emerging Trends and Technologies …, 2019	2	2019
Color Invariant Study for Background Subtraction L Guachi, G Cocorullo, P Corsonello, F Frustaci, S Perri CENICS 2016: The Ninth International Conference on Advances in Circuits …, 2016	2	2016

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