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ORCIDMohammadmehdi Saberioon
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2020 – today
- 2024
[j16]Mohammadmehdi Saberioon
, Asa Gholizadeh, Ali Ghaznavi, Sabine Chabrillat, Vahid Khosravi:
Enhancing soil organic carbon prediction of LUCAS soil database using deep learning and deep feature selection. Comput. Electron. Agric. 227: 109494 (2024)- [c6]Yulia Grushetskaya, Mike Sips, Reyko Schachtschneider, Mohammadmehdi Saberioon, Akram Mahan:
HPExplorer: XAI Method to Explore the Relationship Between Hyperparameters and Model Performance. ECML/PKDD (9) 2024: 319-334 - 2023
- [j15]Mohammadmehdi Saberioon, Vahid Khosravi, Jakub Brom, Asa Gholizadeh, Karl Segl:
Examining the sensitivity of simulated EnMAP data for estimating chlorophyll-a and total suspended solids in inland waters. Ecol. Informatics 75: 102058 (2023) - [c5]Ekin Celikkan, Mohammadmehdi Saberioon, Martin Herold, Nadja Klein:
Semantic Segmentation of Crops and Weeds with Probabilistic Modeling and Uncertainty Quantification. ICCV (Workshops) 2023: 582-592 - 2022
- [j14]Ali Ghaznavi, Renata Rychtáriková, Mohammadmehdi Saberioon, Dalibor Stys:
Cell segmentation from telecentric bright-field transmitted light microscopy images using a Residual Attention U-Net: A case study on HeLa line. Comput. Biol. Medicine 147: 105805 (2022) - [j13]Emmanuelle Vaudour, Asa Gholizadeh, Fabio Castaldi, Mohammadmehdi Saberioon, Lubos Boruvka, Diego Urbina-Salazar, Youssef Fouad, Dominique Arrouays, Anne C. Richer-de-Forges, James Kobina Mensah Biney, Johanna Wetterlind, Bas van Wesemael:
Satellite Imagery to Map Topsoil Organic Carbon Content over Cultivated Areas: An Overview. Remote. Sens. 14(12): 2917 (2022) - [i1]Ali Ghaznavi, Renata Rychtáriková, Mohammadmehdi Saberioon, Dalibor Stys:
Cell segmentation from telecentric bright-field transmitted light microscopic images using a Residual Attention U-Net: a case study on HeLa line. CoRR abs/2203.12290 (2022) - 2021
- [j12]James Kobina Mensah Biney, Mohammadmehdi Saberioon, Lubos Boruvka, Jakub Houska, Radim Vasát, Prince Chapman Agyeman, João Augusto Coblinski, Ales Klement:
Exploring the Suitability of UAS-Based Multispectral Images for Estimating Soil Organic Carbon: Comparison with Proximal Soil Sensing and Spaceborne Imagery. Remote. Sens. 13(2): 308 (2021) - [j11]Vahid Khosravi, Faramarz Doulati Ardejani, Asa Gholizadeh, Mohammadmehdi Saberioon:
Satellite Imagery for Monitoring and Mapping Soil Chromium Pollution in a Mine Waste Dump. Remote. Sens. 13(7): 1277 (2021) - [j10]Asa Gholizadeh, João Augusto Coblinski, Mohammadmehdi Saberioon, Eyal Ben-Dor, Ondrej Drábek, José Alexandre Melo Demattê, Lubos Boruvka, Karel Nemecek, Sabine Chabrillat, Julie Dajcl:
vis-NIR and XRF Data Fusion and Feature Selection to Estimate Potentially Toxic Elements in Soil. Sensors 21(7): 2386 (2021) - [j9]Rudolf Schraml, Heinz Hofbauer, Ehsaneddin Jalilian, Dinara Bekkozhayeva, Mohammadmehdi Saberioon, Petr Císar, Andreas Uhl:
Towards Fish Individuality-Based Aquaculture. IEEE Trans. Ind. Informatics 17(6): 4356-4366 (2021)
2010 – 2019
- 2019
- [j8]Mohammadmehdi Saberioon, Petr Císar, Laurent Labbé, Pavel Soucek, Pablo Pelissier:
Spectral imaging application to discriminate different diets of live rainbow trout (Oncorhynchus mykiss). Comput. Electron. Agric. 165 (2019) - [j7]Kirill Lonhus, Dalibor Stys, Mohammadmehdi Saberioon, Renata Rychtáriková:
Segmentation of Laterally Symmetric Overlapping Objects: Application to Images of Collective Animal Behavior. Symmetry 11(7): 866 (2019) - [c4]Dinara Bekkozhayeva, Mohammadmehdi Saberioon, Petr Císar:
Image Based Individual Identification of Sumatra Barb (Puntigrus Tetrazona). IWBBIO (1) 2019: 116-119 - 2018
- [j6]Mohammadmehdi Saberioon, Petr Císar:
Automated within tank fish mass estimation using infrared reflection system. Comput. Electron. Agric. 150: 484-492 (2018) - [j5]Asa Gholizadeh, Mohammadmehdi Saberioon, Nimrod Carmon, Lubos Boruvka, Eyal Ben-Dor:
Examining the Performance of PARACUDA-II Data-Mining Engine versus Selected Techniques to Model Soil Carbon from Reflectance Spectra. Remote. Sens. 10(8): 1172 (2018) - [j4]Mohammadmehdi Saberioon, Petr Císar, Laurent Labbé, Pavel Soucek, Pablo Pelissier, Thierry Kerneis:
Comparative Performance Analysis of Support Vector Machine, Random Forest, Logistic Regression and k-Nearest Neighbours in Rainbow Trout (Oncorhynchus Mykiss) Classification Using Image-Based Features. Sensors 18(4): 1027 (2018) - [c3]Mohammadmehdi Saberioon, Petr Císar, Laurent Labbé:
In VIVO Fish Diet Discrimination using Selected Hyperspectral Image Classification Methods. WHISPERS 2018: 1-5 - 2016
- [j3]M. M. Saberioon, Petr Císar:
Automated multiple fish tracking in three-Dimension using a Structured Light Sensor. Comput. Electron. Agric. 121: 215-221 (2016) - [j2]Asa Gholizadeh, Lubos Boruvka, Mohammadmehdi Saberioon, Radim Vasát:
A Memory-Based Learning Approach as Compared to Other Data Mining Algorithms for the Prediction of Soil Texture Using Diffuse Reflectance Spectra. Remote. Sens. 8(4): 341 (2016) - [c2]Mohammadmehdi Saberioon, Petr Císar, Jan Urban:
3D Single Point Imaging Technology for Tracking Multiple Fish. BIOSIGNALS 2016: 115-121 - [c1]Dalibor Stys, Tomás Náhlík, Petr Machácek, Renata Rychtáriková, Mohammadmehdi Saberioon:
Least Information Loss (LIL) Conversion of Digital Images and Lessons Learned for Scientific Image Inspection. IWBBIO 2016: 527-536 - 2014
- [j1]M. M. Saberioon, M. S. M. Amin, A. R. Anuar, Asa Gholizadeh, Aimrun Wayayok, Siti Khairunniza-Bejo:
Assessment of rice leaf chlorophyll content using visible bands at different growth stages at both the leaf and canopy scale. Int. J. Appl. Earth Obs. Geoinformation 32: 35-45 (2014)
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