Dejan Stepec

According to our database, Dejan Stepec authored at least 16 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images.

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

Medical Image Anal., 2023

Security in DevSecOps: Applying Tools and Machine Learning to Verification and Monitoring Steps.

Matija Cankar, Nenad Petrovic, João Pita Costa, Ales Cernivec, Jan Antic, Tomaz Martincic, Dejan Stepec

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Why is the Winner the Best?

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, S. Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Video-Based Ski Jump Style Scoring from Pose Trajectory.

Dejan Stepec, Danijel Skocaj

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

Segmentation of multiple myeloma plasma cells in microscopy images with noisy labels.

Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Danijel Skocaj

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021

Vessel and Port Efficiency Metrics through Validated AIS data.

Tomaz Martincic, Dejan Stepec, João Pita Costa, Kristijan Cagran, Athanasios Chaldeakis

CoRR, 2021

Automated System for Ship Detection from Medium Resolution Satellite Optical Imagery.

Dejan Stepec, Tomaz Martincic, Danijel Skocaj

CoRR, 2021

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

Dejan Stepec, Danijel Skocaj

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis.

Dejan Stepec, Danijel Skocaj

Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

Machine Learning based System for Vessel Turnaround Time Prediction.

Dejan Stepec, Tomaz Martincic, Fabrice Klein, Daniel Vladusic, João Pita Costa

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Constellation-Based Deep Ear Recognition.

Dejan Stepec, Ziga Emersic, Peter Peer, Vitomir Struc

Proceedings of the Deep Biometrics, 2020

2019

Influence of segmentation on deep iris recognition performance.

Jus Lozej, Dejan Stepec, Vitomir Struc, Peter Peer

Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

2018

SSBC 2018: Sclera Segmentation Benchmarking Competition.

Abhijit Das, Umapada Pal, Miguel A. Ferrer, Michael Blumenstein, Dejan Stepec, Peter Rot, Ziga Emersic, Peter Peer, Vitomir Struc

Proceedings of the 2018 International Conference on Biometrics, 2018

2017

The unconstrained ear recognition challenge.

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

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

SSERBC 2017: Sclera segmentation and eye recognition benchmarking competition.

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

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild.

Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017