Dejan Stepec

26 papers A* 1B 4Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Patherea: Cell detection and classification for the 2020s.
Medical Image Anal.
Dejan Stepec, Maja Jerse, Snezana Dokic, Jera Jeruc, Nina Zidar, Danijel Skocaj
2024 — conf
AI-based solutions for Industrial Equipment Use.
I-ESA Workshops
Ana Gómez-González, Rafael Espadas, Ignacio Trojaola, Ane Blázquez, José Ferreira, Jorge Calado, Dejan Stepec, Dragan Radolovic, Juan-Carlos Perez-Cortes, Nicolás García Sastre
2024 J jnl
Patherea: Cell Detection and Classification for the 2020s.
CoRR
Dejan Stepec, Maja Jerse, Snezana Dokic, Jera Jeruc, Nina Zidar, Danijel Skocaj
2023 — conf
Security in DevSecOps: Applying Tools and Machine Learning to Verification and Monitoring Steps.
ICPE (Companion)
Matija Cankar, Nenad Petrovic, João Pita Costa, Ales Cernivec, Jan Antic, Tomaz Martincic, Dejan Stepec
2023 J jnl
SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images.
Medical Image Anal.
Anubha Gupta, Shiv Gehlot, Shubham Goswami, Sachin Motwani, Ritu Gupta, Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Reza Azad, Dorit Merhof, Afshin Bozorgpour, Babak Azad, Alaa Sulaiman, Deepanshu Pandey, Pradyumna Gupta, Sumit Bhattacharya, Aman Sinha, Rohit Agarwal, Xinyun Qiu, Yucheng Zhang, Ming Fan, Yoonbeom Park, Dae-Hong Lee, Joon Sik Park, KwangYeol Lee, Jaehyung Ye
2023 A* conf
Why is the Winner the Best?
CVPR
Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein
2022 — conf
Segmentation of multiple myeloma plasma cells in microscopy images with noisy labels.
Computer-Aided Diagnosis
Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Danijel Skocaj
2022 — conf
Video-Based Ski Jump Style Scoring from Pose Trajectory.
WACV (Workshops)
Dejan Stepec, Danijel Skocaj
2021 J jnl
Automated System for Ship Detection from Medium Resolution Satellite Optical Imagery.
CoRR
Dejan Stepec, Tomaz Martincic, Danijel Skocaj
2021 J jnl
Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis.
CoRR
Dejan Stepec, Danijel Skocaj
2021 J jnl
Machine Learning based System for Vessel Turnaround Time Prediction.
CoRR
Dejan Stepec, Tomaz Martincic, Fabrice Klein, Daniel Vladusic, João Pita Costa
2021 J jnl
Segmentation of Multiple Myeloma Plasma Cells in Microscopy Images with Noisy Labels.
CoRR
Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Danijel Skocaj
2021 — conf
Unsupervised Detection of Cancerous Regions in Histology Imagery Using Image-to-Image Translation.
CVPR Workshops
Dejan Stepec, Danijel Skocaj
2021 J jnl
Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation.
CoRR
Dejan Stepec, Danijel Skocaj
2021 J jnl
Vessel and Port Efficiency Metrics through Validated AIS data.
CoRR
Tomaz Martincic, Dejan Stepec, João Pita Costa, Kristijan Cagran, Athanasios Chaldeakis
2020 — ch.
Constellation-Based Deep Ear Recognition.
Deep Biometrics
Dejan Stepec, Ziga Emersic, Peter Peer, Vitomir Struc
2020 — conf
Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis.
SASHIMI@MICCAI
Dejan Stepec, Danijel Skocaj
2020 B conf
Machine Learning based System for Vessel Turnaround Time Prediction.
MDM
Dejan Stepec, Tomaz Martincic, Fabrice Klein, Daniel Vladusic, João Pita Costa
2019 — conf
Influence of segmentation on deep iris recognition performance.
IWBF
Jus Lozej, Dejan Stepec, Vitomir Struc, Peter Peer
2019 J jnl
Influence of segmentation on deep iris recognition performance.
CoRR
Jus Lozej, Dejan Stepec, Vitomir Struc, Peter Peer
2018 — conf
SSBC 2018: Sclera Segmentation Benchmarking Competition.
ICB
Abhijit Das, Umapada Pal, Miguel A. Ferrer, Michael Blumenstein, Dejan Stepec, Peter Rot, Ziga Emersic, Peter Peer, Vitomir Struc
2017 B conf
SSERBC 2017: Sclera segmentation and eye recognition benchmarking competition.
IJCB
Abhijit Das, Umapada Pal, Miguel A. Ferrer, Michael Blumenstein, Dejan Stepec, Peter Rot, Ziga Emersic, Peter Peer, Vitomir Struc, S. V. Aruna Kumar, B. S. Harish
2017 J jnl
The Unconstrained Ear Recognition Challenge.
CoRR
Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer, Anjith George, Adil M. Ahmad, Elshibani Omar, Terrance E. Boult, Reza Safdari, Yuxiang Zhou, Stefanos Zafeiriou, Dogucan Yaman, Fevziye Irem Eyiokur, Hazim Kemal Ekenel
2017 B conf
The unconstrained ear recognition challenge.
IJCB
Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer, Anjith George, Adil M. Ahmad, Elshibani Omar, Terrance E. Boult, Reza Safdari, Yuxiang Zhou, Stefanos Zafeiriou, Dogucan Yaman, Fevziye Irem Eyiokur, Hazim Kemal Ekenel
2017 B conf
Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild.
FG
Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer
2017 J jnl
Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild.
CoRR
Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer