Ekaterina Riabchenko

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 5

Top Topics

Imbalanced Datasets

Top Venues

Publications

Jenni Raitoharju, Ekaterina Riabchenko, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, Ville Tirronen, Johanna Ärje, Salme Kärkkäinen, Kristian Meissner
Benchmark database for fine-grained image classification of benthic macroinvertebrates. Image Vis. Comput. 78 (2018)
Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Ville Tirronen, Moncef Gabbouj, Serkan Kiranyaz
Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. ICPR (2016)
Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz
Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. CVAUI@ICPR (2016)
Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj
A vector quantization based k-NN approach for large-scale image classification. IPTA (2016)
Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj
An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. IDA (2016)
Ekaterina Riabchenko, Ke Chen, Joni-Kristian Kämäräinen
Progressive Visual Object Detection with Positive Training Examples Only. SCIA (2015)
Ekaterina Riabchenko, Joni-Kristian Kämäräinen
Generative part-based Gabor object detector. Pattern Recognit. Lett. 68 (2015)
Ekaterina Riabchenko, Joni-Kristian Kämäräinen, Ke Chen
Learning Generative Models of Object Parts from a Few Positive Examples. ICPR (2014)
Ekaterina Riabchenko, Joni-Kristian Kämäräinen, Ke Chen
Density-Aware Part-Based Object Detection with Positive Examples. ICPR (2014)
Ekaterina Riabchenko, Jukka Lankinen, Anders Glent Buch, Joni-Kristian Kämäräinen, Norbert Krüger
Supervised Object Class Colour Normalisation. SCIA (2013)