Supervised Object Class Colour Normalisation. - Ekaterina Riabchenko; Jukka Lankinen; Anders Glent Buch; Joni-Kristian Kämäräinen; Norbert Krüger (SCIA, 2013)

Learning Generative Models of Object Parts from a Few Positive Examples. - Ekaterina Riabchenko; Joni-Kristian Kämäräinen; Ke Chen 004 (ICPR, 2014)

Density-Aware Part-Based Object Detection with Positive Examples. - Ekaterina Riabchenko; Joni-Kristian Kämäräinen; Ke Chen 004 (ICPR, 2014)

Progressive Visual Object Detection with Positive Training Examples Only. - Ekaterina Riabchenko; Ke Chen 004; Joni-Kristian Kämäräinen (SCIA, 2015)

Generative part-based Gabor object detector. - Ekaterina Riabchenko; Joni-Kristian Kämäräinen (Pattern Recognit. Lett., 2015)

Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. - Jenni Raitoharju; Ekaterina Riabchenko; Kristian Meissner; Iftikhar Ahmad 001; Alexandros Iosifidis; Moncef Gabbouj; Serkan Kiranyaz (CVAUI@ICPR, 2016)

Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. - Ekaterina Riabchenko; Kristian Meissner; Iftikhar Ahmad 001; Alexandros Iosifidis; Ville Tirronen; Moncef Gabbouj; Serkan Kiranyaz (ICPR, 2016)

An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. - Ezgi Can Ozan; Ekaterina Riabchenko; Serkan Kiranyaz; Moncef Gabbouj (IDA, 2016)

A vector quantization based k-NN approach for large-scale image classification. - Ezgi Can Ozan; Ekaterina Riabchenko; Serkan Kiranyaz; Moncef Gabbouj (IPTA, 2016)

Benchmark database for fine-grained image classification of benthic macroinvertebrates. - Jenni Raitoharju; Ekaterina Riabchenko; Iftikhar Ahmad 001; Alexandros Iosifidis; Moncef Gabbouj; Serkan Kiranyaz; Ville Tirronen; Johanna Ärje; Salme Kärkkäinen; Kristian Meissner (Image Vis. Comput., 2018)