Mohammadmehdi Saberioon

According to our database, Mohammadmehdi Saberioon authored at least 23 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Enhancing soil organic carbon prediction of LUCAS soil database using deep learning and deep feature selection.

Mohammadmehdi Saberioon, Asa Gholizadeh, Ali Ghaznavi, Sabine Chabrillat, Vahid Khosravi

Comput. Electron. Agric., 2024

HPExplorer: XAI Method to Explore the Relationship Between Hyperparameters and Model Performance.

Yulia Grushetskaya, Mike Sips, Reyko Schachtschneider, Mohammadmehdi Saberioon, Akram Mahan

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

2023

Examining the sensitivity of simulated EnMAP data for estimating chlorophyll-a and total suspended solids in inland waters.

Mohammadmehdi Saberioon, Vahid Khosravi, Jakub Brom, Asa Gholizadeh, Karl Segl

Ecol. Informatics, July, 2023

Semantic Segmentation of Crops and Weeds with Probabilistic Modeling and Uncertainty Quantification.

Ekin Celikkan, Mohammadmehdi Saberioon, Martin Herold, Nadja Klein

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Satellite Imagery to Map Topsoil Organic Carbon Content over Cultivated Areas: An Overview.

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

Remote. Sens., 2022

Cell segmentation from telecentric bright-field transmitted light microscopic images using a Residual Attention U-Net: a case study on HeLa line.

Ali Ghaznavi, Renata Rychtáriková, Mohammadmehdi Saberioon, Dalibor Stys

CoRR, 2022

Cell segmentation from telecentric bright-field transmitted light microscopy images using a Residual Attention U-Net: A case study on HeLa line.

Ali Ghaznavi, Renata Rychtáriková, Mohammadmehdi Saberioon, Dalibor Stys

Comput. Biol. Medicine, 2022

2021

Towards Fish Individuality-Based Aquaculture.

Rudolf Schraml, Heinz Hofbauer, Ehsaneddin Jalilian, Dinara Bekkozhayeva, Mohammadmehdi Saberioon, Petr Císar, Andreas Uhl

IEEE Trans. Ind. Informatics, 2021

vis-NIR and XRF Data Fusion and Feature Selection to Estimate Potentially Toxic Elements in Soil.

Asa Gholizadeh, João Augusto Coblinski, Mohammadmehdi Saberioon, Eyal Ben-Dor, Ondrej Drábek, José Alexandre Melo Demattê, Lubos Boruvka, Karel Nemecek, Sabine Chabrillat, Julie Dajcl

Sensors, 2021

Satellite Imagery for Monitoring and Mapping Soil Chromium Pollution in a Mine Waste Dump.

Vahid Khosravi, Faramarz Doulati Ardejani, Asa Gholizadeh, Mohammadmehdi Saberioon

Remote. Sens., 2021

Exploring the Suitability of UAS-Based Multispectral Images for Estimating Soil Organic Carbon: Comparison with Proximal Soil Sensing and Spaceborne Imagery.

James Kobina Mensah Biney, Mohammadmehdi Saberioon, Lubos Boruvka, Jakub Houska, Radim Vasát, Prince Chapman Agyeman, João Augusto Coblinski, Ales Klement

Remote. Sens., 2021

2019

Segmentation of Laterally Symmetric Overlapping Objects: Application to Images of Collective Animal Behavior.

Kirill Lonhus, Dalibor Stys, Mohammadmehdi Saberioon, Renata Rychtáriková

Symmetry, 2019

Spectral imaging application to discriminate different diets of live rainbow trout (<i>Oncorhynchus mykiss</i>).

Mohammadmehdi Saberioon, Petr Císar, Laurent Labbé, Pavel Soucek, Pablo Pelissier

Comput. Electron. Agric., 2019

Image Based Individual Identification of Sumatra Barb (Puntigrus Tetrazona).

Dinara Bekkozhayeva, Mohammadmehdi Saberioon, Petr Císar

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

2018

Comparative Performance Analysis of Support Vector Machine, Random Forest, Logistic Regression and <i>k</i>-Nearest Neighbours in Rainbow Trout (<i>Oncorhynchus Mykiss</i>) Classification Using Image-Based Features.

Mohammadmehdi Saberioon, Petr Císar, Laurent Labbé, Pavel Soucek, Pablo Pelissier, Thierry Kerneis

Sensors, 2018

Examining the Performance of PARACUDA-II Data-Mining Engine versus Selected Techniques to Model Soil Carbon from Reflectance Spectra.

Asa Gholizadeh, Mohammadmehdi Saberioon, Nimrod Carmon, Lubos Boruvka, Eyal Ben-Dor

Remote. Sens., 2018

Automated within tank fish mass estimation using infrared reflection system.

Mohammadmehdi Saberioon, Petr Císar

Comput. Electron. Agric., 2018

In VIVO Fish Diet Discrimination using Selected Hyperspectral Image Classification Methods.

Mohammadmehdi Saberioon, Petr Císar, Laurent Labbé

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

2016

A Memory-Based Learning Approach as Compared to Other Data Mining Algorithms for the Prediction of Soil Texture Using Diffuse Reflectance Spectra.

Asa Gholizadeh, Lubos Boruvka, Mohammadmehdi Saberioon, Radim Vasát

Remote. Sens., 2016

Automated multiple fish tracking in three-Dimension using a Structured Light Sensor.

M. M. Saberioon, Petr Císar

Comput. Electron. Agric., 2016

Least Information Loss (LIL) Conversion of Digital Images and Lessons Learned for Scientific Image Inspection.

Dalibor Stys, Tomás Náhlík, Petr Machácek, Renata Rychtáriková, Mohammadmehdi Saberioon

Proceedings of the Bioinformatics and Biomedical Engineering, 2016

3D Single Point Imaging Technology for Tracking Multiple Fish.

Mohammadmehdi Saberioon, Petr Císar, Jan Urban

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2014

Assessment of rice leaf chlorophyll content using visible bands at different growth stages at both the leaf and canopy scale.

M. M. Saberioon, M. S. M. Amin, A. R. Anuar, Asa Gholizadeh, Aimrun Wayayok, Siti Khairunniza-Bejo

Int. J. Appl. Earth Obs. Geoinformation, 2014