Land Cover Classification Using CNN and Semantic Segmentation: A Case of Study in Antioquia, Colombia (English)
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In:
Smart Technologies, Systems and Applications
: Second International Conference, SmartTech-IC 2021, Quito, Ecuador, December 1–3, 2021, Revised Selected Papers
;
Chapter: 22
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306-317
;
2022
- Article/Chapter (Book) / Electronic Resource
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Title:Land Cover Classification Using CNN and Semantic Segmentation: A Case of Study in Antioquia, Colombia
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Additional title:Communic.Comp.Inf.Science
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Contributors:Narváez, Fabián R. ( editor ) / Proaño, Julio ( editor ) / Morillo, Paulina ( editor ) / Vallejo, Diego ( editor ) / González Montoya, Daniel ( editor ) / Díaz, Gloria M. ( editor ) / González-Vélez, Juan C. ( author ) / Martinez-Vargas, Juan D. ( author ) / Torres-Madronero, Maria C. ( author )
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Conference:International Conference on Smart Technologies, Systems and Applications ; 2021 ; Quito, Ecuador
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Published in:Smart Technologies, Systems and Applications : Second International Conference, SmartTech-IC 2021, Quito, Ecuador, December 1–3, 2021, Revised Selected Papers ; Chapter: 22 ; 306-317Communications in Computer and Information Science ; 1532 ; 306-317
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2022-03-30
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Size:12 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Lightweight Convolutional Neural Networks Framework for Really Small TinyML DevicesEstrebou, César A. / Fleming, Martín / Saavedra, Marcos D. / Adra, Federico / De Giusti, Armando E. et al. | 2022
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Data Mining Applied to a Serious Game of Memory and Attention TrainingOrellana, Marcos / Lima, Juan-Fernando / Acosta Urigüen, María-Inés / Patiño, Andrés / Álvarez, Nicolás / Cordero, Juan et al. | 2022
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Indoor Smart Walker Based on Artificial Vision for the Autonomous Movement of Seniors with Mobility Problems and Reduced VisionGuamushig-Laica, José / Jerez-Gavilánez, Miguel / Mendoza-Chipantasi, Darío / Mariño-Salguero, Jessica et al. | 2022
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Integrating Medical Information Software Using Health Level Seven and FHIR: A Case StudyMaxi, Kevin / Morocho, Villie et al. | 2022
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A Machine Learning Approach for Blood Glucose Level Prediction Using a LSTM NetworkGómez-Castillo, Nayeli Y. / Cajilima-Cardenaz, Pedro E. / Zhinin-Vera, Luis / Maldonado-Cuascota, Belén / León Domínguez, Diana / Pineda-Molina, Gabriela / Hidalgo-Parra, Andrés A. / Gonzales-Zubiate, Fernando A. et al. | 2022
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Real-time Social Distancing Detection Approach Using YOLO and Unmanned Aerial VehiclesMerizalde, Darwin / Morillo, Paulina et al. | 2022
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An Approach to Estimate the Orientation and Movement Trend of a Person in the Vicinity of an Industrial RobotMorales, Vanessa / Machado, Adriel / Arias, Mauricio / Sánchez, Carlos / Nieto, Wilfer / Gómez, Yorman et al. | 2022
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Pose Conditioned Human Motion Generation Using Generative Adversarial NetworksLuhrs, Andres Aguilar / Arriaga, Saúl Tovar / Ortega, Jesús Carlos Pedraza / Takács, András et al. | 2022
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Computational Analysis of the Particles Matter in the Respiratory Tract of ChildrenSuárez, Gustavo / Niño, Juliana A. / Hoyos, José D. / Paramo, Camilo A. / Garrafa, Wuitman / Gañan, Egidio Clavijo et al. | 2022
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Diabetic Retinopathy: Detection and Classification Using AlexNet, GoogleNet and ResNet50 Convolutional Neural NetworksCaicho, Jhonny / Chuya-Sumba, Cristina / Jara, Nicole / Salum, Graciela M. / Tirado-Espín, Andrés / Villalba-Meneses, Gandhi / Alvarado-Cando, Omar / Cadena-Morejón, Carolina / Almeida-Galárraga, Diego A. et al. | 2022
- 20
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Convolutional Neural Network for Imagine Movement Classification for Neurorehabilitation of Upper Extremities Using Low-Frequency EEG Signals for Spinal Cord InjuryGualsaquí, Mario G. / Delgado, Alejandro S. / González, Lady L. / Vaca, Giovana F. / Almeida-Galárraga, Diego A. / Salum, Graciela M. / Cadena-Morejón, Carolina / Tirado-Espín, Andres / Villalba-Meneses, Fernando et al. | 2022
- 21
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A New Handwritten Number Recognition Approach Using Typical Testors, Genetic Algorithms, and Neural NetworksTorres-Constante, Eddy / Ibarra-Fiallo, Julio / Intriago-Pazmiño, Monserrate et al. | 2022
- 22
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Land Cover Classification Using CNN and Semantic Segmentation: A Case of Study in Antioquia, ColombiaGonzález-Vélez, Juan C. / Martinez-Vargas, Juan D. / Torres-Madronero, Maria C. et al. | 2022
- 23
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Towards the Recommendation of Time for Physical Activities Based on Air Pollution and Meteorological VariablesCalle, Juan / Guzmán, Emilio / Lima, Juan-Fernando / Patiño, Andrés / Orellana, Marcos / Cedillo, Priscila et al. | 2022
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Analysis of the Generation of a Synthetic Response to the Application of Contrast Agents in Breast Medical Images Using Generative Adversarial NetworksRincón, Jaider Stiven / Mera, Carlos / Fonnegra, Rubén / Díaz, Gloria M. et al. | 2022
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Brain Tumor Segmentation Based on 2D U-Net Using MRI Multi-modalities Brain ImagesTene-Hurtado, Daniela / Almeida-Galárraga, Diego A. / Villalba-Meneses, Gandhi / Alvarado-Cando, Omar / Cadena-Morejón, Carolina / Salazar, Valeria Herrera / Orozco-López, Onofre / Tirado-Espín, Andrés et al. | 2022
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Automatic Identification of COVID-19 in Chest X-Ray Images Based on Deep Features and Machine Learning ModelsFonnegra, Rubén D. / Narváez, Fabián R. / Díaz, Gloria M. et al. | 2022
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COVID-19 Pulmonary Lesion Classification Using CNN Software in Chest X-ray with Quadrant Scoring Severity ParametersNiles, Denisse N. / Amaguaña, Daniel A. / Lojan, Alejandro B. / Salum, Graciela M. / Villalba-Meneses, Gandhi / Tirado-Espín, Andrés / Alvarado-Cando, Omar / Noboa-Jaramillo, Adriana / Almeida-Galárraga, Diego A. et al. | 2022
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HJ-Biplot and Clustering to Analyze the COVID-19 Vaccination Process of American and European CountriesRiera-Segura, Lenin / Tapia-Riera, Guido / Amaro, Isidro R. / Infante, Saba / Marin-Calispa, Harvey et al. | 2022
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Epidemic Models and Estimation of the Spread of SARS-CoV-2: Case Study Portoviejo-EcuadorLuis, Sánchez / Saba, Infante et al. | 2022
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