Vladimir Ignatiev

According to our database, Vladimir Ignatiev authored at least 10 papers between 2018 and 2022.

Collaborative distances:

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

2022

A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks.

Svetlana Illarionova, Dmitrii Shadrin, Polina Tregubova, Vladimir Ignatiev, Albert Efimov, Ivan V. Oseledets, Evgeny Burnaev

Remote. Sens., 2022

Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale.

Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan V. Oseledets

Remote. Sens., 2022

Estimation of the Canopy Height Model From Multispectral Satellite Imagery With Convolutional Neural Networks.

Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan V. Oseledets

IEEE Access, 2022

2021

Neural-Based Hierarchical Approach for Detailed Dominant Forest Species Classification by Multispectral Satellite Imagery.

Svetlana Illarionova, Alexey Trekin, Vladimir Ignatiev, Ivan V. Oseledets

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks.

Svetlana Illarionova, Dmitrii Shadrin, Alexey Trekin, Vladimir Ignatiev, Ivan V. Oseledets

Sensors, 2021

MixChannel: Advanced Augmentation for Multispectral Satellite Images.

Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Maria Pukalchik, Ivan V. Oseledets

Remote. Sens., 2021

Object-Based Augmentation Improves Quality of Remote SensingSemantic Segmentation.

Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets

CoRR, 2021

Object-Based Augmentation for Building Semantic Segmentation: Ventura and Santa Rosa Case Study.

Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2018

Targeted change detection in remote sensing images.

Vladimir Ignatiev, Alexey Trekin, Viktor Lobachev, Georgy Potapov, Evgeny Burnaev

Proceedings of the Eleventh International Conference on Machine Vision, 2018

Satellite Imagery Analysis for Operational Damage Assessment in Emergency Situations.

German Novikov, Alexey Trekin, Georgy Potapov, Vladimir Ignatiev, Evgeny Burnaev

Proceedings of the Business Information Systems - 21st International Conference, 2018