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Semantic segmentation of airborne LiDAR data in Maya archaeology
Údaje o názve Semantic segmentation of airborne LiDAR data in Maya archaeology Záhlavie-meno (Autor) Bundzel, Marek Ďal.zodpovednosť (Autor) Jaščur, Miroslav (Autor) Kováč, Milan (Autor) Lieskovský, Tibor, 1981- Z1 - SvF Katedra geodetických základov (Autor) Sinčák, Peter (Autor) Tkáčik, Tomáš Prekl.náz Sémantická segmentácia dát z leteckého laserového skenovania v mayskej archeológii In Remote Sensing. -- ISSN 2072-4292. -- Vol. 12, iss. 22 (2020), online, [22] s., art. no. 3685 Predmet.heslá LiDAR konvolučné neurónové siete convolutional neural networks archeológia archaeology Jazyk dok. angličtina Druh dok. RBX - článok z periodika Kategória ADC - Vedecké práce v zahraničných karentovaných časopisoch Kategória od 2022 V3 - Vedecký výstup publikačnej činnosti z časopisu Rok 2020 Ohlasy [1] 2020: SAMARIN, Maxim - ZWEIFEL, Lauren - ROTH, Volker - ALEWELL, Christine. Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network. In REMOTE SENSING, 2020, vol. 12, no. 24, pp. [1] 2021: LOZIC, Edisa - STULAR, Benjamin. Documentation of Archaeology-Specific Workflow for Airborne LiDAR Data Processing. In GEOSCIENCES, 2021, vol. 11, no. 1, pp. [1] 2024: MICHENOT, Florent - HINOSTROZA, Israel - GUINVARC'H, Regis - THIRION-LEFEVRE, Laetitia. Identification of Maya ruins covered by jungle using Sentinel-1. In: SCIENTIFIC REPORTS, 2024, Vol. 14, no. 1, art. no. 3293. ISSN 2045-2322. [1] 2024: FUSCO, Pietro - VENTICINQUE, Salvatore. An Application of Artificial Intelligence and Genetic Algorithm to Support the Discovering of Roman Centuriation Remains. In: IMAGE ANALYSIS AND PROCESSING ICIAP 2023 WORKSHOPS, PT I, 2024, Vol. 14365, pp. 406-417. ISSN 0302-9743. [1] 2024: CHAPINAL-HERAS, Diego - DÍAZ-SÁNCHEZ, Carlos. Erratum: A review of AI applications in human sciences research (Digital Applications in Archaeology and Cultural Heritage (2023) 30, (S2212054823000334), (10.1016/j.daach.2023.e00288)). In: Digital Applications in Archaeology and Cultural Heritage, 2024-03-01, 32, pp. ISSN 22120548. [1] 2025: FUSCO, Pietro - AMATO, Alba - VENTICINQUE, Salvatore. Cloud-based analysis of aerial imagery for unveiling ancient archaeological patterns. In: JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2025, Vol. 14, no. 1, art. no. 22. [1] 2024: CHARACTER, Leila - BEACH, Tim - INOMATA, Takeshi - GARRISON, Thomas G. - LUZZADDER-BEACH, Sheryl - BALDWIN, J. Dennis - CAMBRANES, Rafael - PINZÓN, Flory - RANCHOS, José L. Broadscale deep learning model for archaeological feature detection across the Maya area. In: Journal of Archaeological Science, 2024, vol. 169, pp. ISSN 0305-4403. 
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