Ilia V. Safonov

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Analysis of Open Well Datasets2024
• From Iris Image to Embedded Code: System of Methods2023
• Overview of Open Well Datasets2023
• A Review of Watershed Implementations for Segmentation of Volumetric Images2022 · аннотациясвернуть

  Watershed is a widely used image segmentation algorithm. Most researchers understand just an idea of this method: a grayscale image is considered as topographic relief, which is flooded from initial basins. However,…

• An Approach for Matrix Multiplication of 32-Bit Fixed Point Numbers by Means of 16-Bit SIMD Instructions on DSP2022
• Two-Stage Alignment of FIB-SEM Images of Rock Samples2020
• An Application of Deep Neural Networks for Segmentation of Microtomographic Images of Rock Samples2019 · аннотациясвернуть

  Image segmentation is a crucial step of almost any Digital Rock workflow. In this paper, we propose an approach for generation of a labelled dataset and investigate an application of three popular convolutional neural…

• An Overview of Watershed Algorithm Implementations in Open Source Libraries2018 · аннотациясвернуть

  Watershed is a widespread technique for image segmentation. Many researchers apply the method implemented in open source libraries without a deep understanding of its characteristics and limitations. In the review, we…