Elzbieta Kubera

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 11

Top Topics

Spectral Features

Hough Transform

Microscopic Images

Top Venues

NFMCP@PKDD/ECML

Publications

Elzbieta Kubera, Agnieszka Kubik-Komar, Pawel Kurasinski, Krystyna Piotrowska-Weryszko, Magdalena Skrzypiec
Detection and Recognition of Pollen Grains in Multilabel Microscopic Images. Sensors 22 (7) (2022)
Elzbieta Kubera, Agnieszka Kubik-Komar, Alicja Wieczorkowska, Krystyna Piotrowska-Weryszko, Pawel Kurasinski, Agata Konarska
Towards Automation of Pollen Monitoring: Image-Based Tree Pollen Recognition. ISMIS (2022)
Elzbieta Kubera, Agnieszka Kubik-Komar, Krystyna Piotrowska-Weryszko, Magdalena Skrzypiec
Deep Learning Methods for Improving Pollen Monitoring. Sensors 21 (10) (2021)
Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc
Parameter Tuning for Speed Changes Detection in On-Road Audio Recordings of Single Drives. ISMIS (Industrial Paper) (2020)
Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc
Hough Transform as a Tool for the Classification of Vehicle Speed Changes in On-Road Audio Recordings. NFMCP@PKDD/ECML (2019)
Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc, Tomasz Slowik
Discovering Speed Changes of Vehicles from Audio Data. Sensors 19 (14) (2019)
Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec
Spectral features for audio based vehicle and engine classification. J. Intell. Inf. Syst. 50 (2) (2018)
Alicja Wieczorkowska, Elzbieta Kubera, Danijel Korzinek, Tomasz Slowik, Andrzej Kuranc
Time-Frequency Representations for Speed Change Classification: A Pilot Study. ISMIS (2017)
Elzbieta Kubera, Alicja Wieczorkowska, Tomasz Slowik, Andrzej Kuranc, Krzysztof Skrzypiec
Audio-Based Speed Change Classification for Vehicles. NFMCP@PKDD/ECML (2016)
Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec
Spectral Features for Audio Based Vehicle Identification. NFMCP (2015)
Elzbieta Kubera, Alicja Wieczorkowska, Krzysztof Skrzypiec
Audio-Based Hierarchic Vehicle Classification for Intelligent Transportation Systems. ISMIS (2015)
Elzbieta Kubera, Alicja A. Wieczorkowska
Pitch-Related Identification of Instruments in Classical Music Recordings. NFMCP (2014)
Elzbieta Kubera, Alicja Wieczorkowska, Magdalena Skrzypiec
Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings. ISMIS (2014)
Elzbieta Kubera, Alicja A. Wieczorkowska
Mining Audio Data for Multiple Instrument Recognition in Classical Music. NFMCP (2013)
Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska
All That Jazz in the Random Forest. ISMIS (2011)
Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar
Analysis of Recognition of a Musical Instrument in Sound Mixes Using Support Vector Machines. Fundam. Informaticae 107 (1) (2011)
Alicja Wieczorkowska, Miron B. Kursa, Elzbieta Kubera, Radoslaw Rudnicki, Witold R. Rudnicki
Playing in Unison in the Random Forest. SIIS (2011)
Alicja Wieczorkowska, Elzbieta Kubera
Identification of a dominating instrument in polytimbral same-pitch mixes using SVM classifiers with non-linear kernel. J. Intell. Inf. Syst. 34 (3) (2010)
Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec
Recognition of Instrument Timbres in Real Polytimbral Audio Recordings. ECML/PKDD (2) (2010)
Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja Wieczorkowska
Random Musical Bands Playing in Random Forests. RSCTC (2010)
Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar
Musical Instruments in Random Forest. ISMIS (2009)