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researcher

Dejan Štepec

10 papers hereh-index 12452 citations32 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author4

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • eess.IV4
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedTraining Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild

106 citations · 195 across the 9 of their papers we have counts for

collaborators
Showing 2021 · eess.IVShow all

3 papers · 2 filters

eess.IV2021★ 1 cited

Segmentation of Multiple Myeloma Plasma Cells in Microscopy Images with Noisy Labels

Álvaro García Faura, Dejan Štepec, Tomaž Martinčič +1

A key component towards an improved and fast cancer diagnosis is the development of computer-assisted tools. In this article, we present the solution that won the SegPC-2021 compet…

eess.IV2021★ 7 cited

Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis

Dejan Stepec, Danijel Skocaj

Anomaly detection in visual data refers to the problem of differentiating abnormal appearances from normal cases. Supervised approaches have been successfully applied to different…

eess.IV2021

Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation

Dejan Stepec, Danijel Skocaj

Detection of visual anomalies refers to the problem of finding patterns in different imaging data that do not conform to the expected visual appearance and is a widely studied prob…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.