Mariia Pukalchik

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 10

Top Topics

Semantic Segmentation

Embedded Systems

Top Venues

Publications

Sergey Nesteruk, Svetlana Illarionova, Timur Akhtyamov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Ivan V. Oseledets
XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation. IEEE Access 10 (2022)
Nikita Stasenko, Elizaveta Chernova, Dmitrii Shadrin, George Ovchinnikov, Ivan Krivolapov, Mariia Pukalchik
Deep Learning for improving the storage process: Accurate and automatic segmentation of spoiled areas on apples. I2MTC (2021)
Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case. CoRR (2021)
Dmitrii Vypirailenko, Elizaveta Kiseleva, Dmitrii Shadrin, Mariia Pukalchik
Deep learning techniques for enhancement of weeds growth classification. I2MTC (2021)
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets
Object-Based Augmentation Improves Quality of Remote SensingSemantic Segmentation. CoRR (2021)
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets
Object-Based Augmentation for Building Semantic Segmentation: Ventura and Santa Rosa Case Study. ICCVW (2021)
Mikhail Gasanov, Daniil Merkulov, Artyom Nikitin, Sergey A. Matveev, Nikita Stasenko, Anna Petrovskaia, Mariia Pukalchik, Ivan V. Oseledets
A New Multi-objective Approach to Optimize Irrigation Using a Crop Simulation Model and Weather History. ICCS (4) (2021)
Denis Logashov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Anastasia Uryasheva, Hari Prabhat Gupta, Nikita Rodichenko
Apple Trees Diseases Detection Through Computer Vision in Embedded Systems. ISIE (2021)
Dmitrii Shadrin, Tatiana Podladchikova, George Ovchinnikov, Artem L. Pavlov, Mariia Pukalchik, Andrey Somov
Kalman Filtering for Accurate and Fast Plant Growth Dynamics Assessment. I2MTC (2020)
Dmitrii Shadrin, Mariia Pukalchik, Anastasia Uryasheva, Evgeny V. Tsykunov, Grigoriy A. Yashin, Nikita Rodichenko, Dzmitry Tsetserukou
Hyper-spectral NIR and MIR data and optimal wavebands for detecting of apple tree diseases. CoRR (2020)