Szilárd Szabó

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Satellite Images

Progressive Sampling

Machine Learning

Top Venues

Int. J. Digit. Earth

Comput. Electron. Agric.

Publications

Loránd Szabó, László Bertalan, Gergely Szabó, István Grigorszky, Imre Somlyai, György Dévai, Sándor Alex Nagy, Imre J. Holb, Szilárd Szabó
Aquatic vegetation mapping with UAS-cameras considering phenotypes. Ecol. Informatics 81 (2024)
Szilárd Szabó, Imre Holb, Vanda Éva Abriha-Molnár, Gábor Szatmári, Sudhir Kumar Singh, Dávid Abriha
Classification Assessment Tool: A program to measure the uncertainty of classification models in terms of class-level metrics. Appl. Soft Comput. 155 (2024)
Dávid Abriha, Szilárd Szabó
Strategies in training deep learning models to extract building from multisource images with small training sample sizes. Int. J. Digit. Earth 16 (1) (2023)
Kwanele Phinzi, Njoya Silas Ngetar, Quoc Bao Pham, Gashaw Gismu Chakilu, Szilárd Szabó
Understanding the role of training sample size in the uncertainty of high-resolution LULC mapping using random forest. Earth Sci. Informatics 16 (4) (2023)
László Bertalan, Imre Holb, Angelika Pataki, Gábor Négyesi, Gergely Szabó, Annamária Kupásné Szalóki, Szilárd Szabó
UAV-based multispectral and thermal cameras to predict soil water content - A machine learning approach. Comput. Electron. Agric. 200 (2022)
Kwanele Phinzi, Dávid Abriha, Szilárd Szabó
Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems. Remote. Sens. 13 (15) (2021)
Orsolya Gyöngyi Varga, Zoltán Kovács, László Beko, Péter Burai, Zsuzsanna Csatáriné Szabó, Imre Holb, Sarawut Ninsawat, Szilárd Szabó
Validation of Visually Interpreted Corine Land Cover Classes with Spectral Values of Satellite Images and Machine Learning. Remote. Sens. 13 (5) (2021)
Zsuzsanna Szabó, Csaba Albert Tóth, Imre Holb, Szilárd Szabó
Aerial Laser Scanning Data as a Source of Terrain Modeling in a Fluvial Environment: Biasing Factors of Terrain Height Accuracy. Sensors 20 (7) (2020)
Loránd Szabó, Balázs Deák, Tibor Bíró, Gareth J. Dyke, Szilárd Szabó
NDVI as a Proxy for Estimating Sedimentation and Vegetation Spread in Artificial Lakes - Monitoring of Spatial and Temporal Changes by Using Satellite Images Overarching Three Decades. Remote. Sens. 12 (9) (2020)
Ansgar D. Endress, Szilárd Szabó
Sequential Presentation Protects Working Memory From Catastrophic Interference. Cogn. Sci. 44 (5) (2020)
Aletta Dóra Schlosser, Gergely Szabó, László Bertalan, Zsolt Varga, Péter Enyedi, Szilárd Szabó
Building Extraction Using Orthophotos and Dense Point Cloud Derived from Visual Band Aerial Imagery Based on Machine Learning and Segmentation. Remote. Sens. 12 (15) (2020)
Kwanele Phinzi, Dávid Abriha, László Bertalan, Imre Holb, Szilárd Szabó
Machine Learning for Gully Feature Extraction Based on a Pan-Sharpened Multispectral Image: Multiclass vs. Binary Approach. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Zsuzsanna Szabó, Tomás Mikita, Gábor Négyesi, Orsolya Gyöngyi Varga, Péter Burai, László Takács-Szilágyi, Szilárd Szabó
Uncertainty and Overfitting in Fluvial Landform Classification Using Laser Scanned Data and Machine Learning: A Comparison of Pixel and Object-Based Approaches. Remote. Sens. 12 (21) (2020)
Orsolya Gyöngyi Varga, Robert Gilmore Pontius Jr., Zsuzsanna Szabó, Szilárd Szabó
Effects of Category Aggregation on Land Change Simulation Based on Corine Land Cover Data. Remote. Sens. 12 (8) (2020)
Péter Enyedi, Melinda Pap, Zoltán Kovács, László Takács-Szilágyi, Szilárd Szabó
Efficiency of local minima and GLM techniques in sinkhole extraction from a LiDAR-based terrain model. Int. J. Digit. Earth 12 (9) (2019)
Szilárd Szabó, László Bertalan, Ágnes Kerekes, Tibor J. Novák
Possibilities of land use change analysis in a mountainous rural area: a methodological approach. Int. J. Geogr. Inf. Sci. 30 (4) (2016)