Michał Affek - Publications - Bridge of Knowledge

Michał Affek

Employment

No data

Keywords Help

Publications

results on page:
year:
- selected sort by year newest first
- sort by year oldest first
title:
- selected sort by title A-Z
- sort by title Z-A
citation:
- sort by citation descending
- sort by citation ascending

Filters

total: 2

Year 2024

A Survey on the Datasets and Algorithms for Satellite Data Applications
Publication
- M. Affek
- J. Szymanski
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - Year 2024
This survey compiles insights and describes datasets and algorithms for applications based on remote sensing. The goal of this review is twofold: datasets review for particular groups of tasks and high-level steps of data flow between satellite instruments and end applications from an implementation and development perspective. The article outlines the generalized data processing pipelines, taking into account the variations in...

Full text to download in external service

Year 2022

Open-Set Speaker Identification Using Closed-Set Pretrained Embeddings
Publication
- M. Affek
- M. S. Tatara (formerly: M. Tatara)
- Year 2022
The paper proposes an approach for extending deep neural networks-based solutions to closed-set speaker identification toward the open-set problem. The idea is built on the characteristics of deep neural networks trained for the classification tasks, where there is a layer consisting of a set of deep features extracted from the analyzed inputs. By extracting this vector and performing anomaly detection against the set of known...

Full text available to download

seen 544 times