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Dejan Stepec

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2020 – today

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2023
[j1]
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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:
SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images. Medical Image Anal. 83: 102677 (2023)
[c12]
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  - conf/cvpr/EisenmannRWTIAA23
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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:
Why is the Winner the Best? CVPR 2023: 19955-19966
[c11]
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Matija Cankar, Nenad Petrovic, João Pita Costa, Ales Cernivec, Jan Antic, Tomaz Martincic, Dejan Stepec:
Security in DevSecOps: Applying Tools and Machine Learning to Verification and Monitoring Steps. ICPE (Companion) 2023: 201-205
2022
[c10]
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Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Danijel Skocaj:
Segmentation of multiple myeloma plasma cells in microscopy images with noisy labels. Medical Imaging: Computer-Aided Diagnosis 2022
[c9]
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Dejan Stepec, Danijel Skocaj:
Video-Based Ski Jump Style Scoring from Pose Trajectory. WACV (Workshops) 2022: 682-690
2021
[c8]
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Dejan Stepec, Danijel Skocaj:
Unsupervised Detection of Cancerous Regions in Histology Imagery Using Image-to-Image Translation. CVPR Workshops 2021: 3785-3792
[i9]
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  - journals/corr/abs-2104-13786
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Dejan Stepec, Danijel Skocaj:
Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation. CoRR abs/2104.13786 (2021)
[i8]
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  - journals/corr/abs-2104-13797
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Dejan Stepec, Danijel Skocaj:
Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis. CoRR abs/2104.13797 (2021)
[i7]
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  - journals/corr/abs-2104-13923
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Dejan Stepec, Tomaz Martincic, Danijel Skocaj:
Automated System for Ship Detection from Medium Resolution Satellite Optical Imagery. CoRR abs/2104.13923 (2021)
[i6]
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  - journals/corr/abs-2104-14980
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Dejan Stepec, Tomaz Martincic, Fabrice Klein, Daniel Vladusic, João Pita Costa:
Machine Learning based System for Vessel Turnaround Time Prediction. CoRR abs/2104.14980 (2021)
[i5]
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  - journals/corr/abs-2105-00063
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Tomaz Martincic, Dejan Stepec, João Pita Costa, Kristijan Cagran, Athanasios Chaldeakis:
Vessel and Port Efficiency Metrics through Validated AIS data. CoRR abs/2105.00063 (2021)
[i4]
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  - journals/corr/abs-2111-05125
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Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Danijel Skocaj:
Segmentation of Multiple Myeloma Plasma Cells in Microscopy Images with Noisy Labels. CoRR abs/2111.05125 (2021)
2020
[c7]
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  - conf/mdm/StepecMKVC20
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Dejan Stepec, Tomaz Martincic, Fabrice Klein, Daniel Vladusic, João Pita Costa:
Machine Learning based System for Vessel Turnaround Time Prediction. MDM 2020: 258-263
[c6]
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Dejan Stepec, Danijel Skocaj:
Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis. SASHIMI@MICCAI 2020: 174-183
[p1]
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  - books/sp/JLCMR2020/StepecEPS20
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Dejan Stepec, Ziga Emersic, Peter Peer, Vitomir Struc:
Constellation-Based Deep Ear Recognition. Deep Biometrics 2020: 161-190

2010 – 2019

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2019
[c5]
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  - conf/iwbf/LozejSSP19
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Jus Lozej, Dejan Stepec, Vitomir Struc, Peter Peer:
Influence of segmentation on deep iris recognition performance. IWBF 2019: 1-6
[i3]
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  - journals/corr/abs-1901-10431
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Jus Lozej, Dejan Stepec, Vitomir Struc, Peter Peer:
Influence of segmentation on deep iris recognition performance. CoRR abs/1901.10431 (2019)
2018
[c4]
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  - conf/icb/0001PFBSREPS18
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Abhijit Das, Umapada Pal, Miguel A. Ferrer, Michael Blumenstein, Dejan Stepec, Peter Rot, Ziga Emersic, Peter Peer, Vitomir Struc:
SSBC 2018: Sclera Segmentation Benchmarking Competition. ICB 2018: 303-308
2017
[c3]
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  - conf/fgr/EmersicSSP17
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Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer:
Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild. FG 2017: 987-994
[c2]
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  - conf/icb/EmersicSSPGAOBS17
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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:
The unconstrained ear recognition challenge. IJCB 2017: 715-724
[c1]
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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:
SSERBC 2017: Sclera segmentation and eye recognition benchmarking competition. IJCB 2017: 742-747
[i2]
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  - journals/corr/abs-1708-06997
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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:
The Unconstrained Ear Recognition Challenge. CoRR abs/1708.06997 (2017)
[i1]
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  - journals/corr/abs-1711-09952
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Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer:
Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild. CoRR abs/1711.09952 (2017)

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