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TU Berlin

Inhalt des Dokuments

Erik Bochinski, M.Sc.

Wissenschaftlicher Mitarbeiter

Technische Universität Berlin
Institut für Telekommunikationssysteme
Fachgebiet Nachrichtenübertragung
Sekr. EN 1
Einsteinufer 17
10587 Berlin

Raum: EN 367

Tel.: (030) 314 - 28504

E-Mail:

Sprechstunde: Nach Absprache

Auszeichnungen

Challenge Winner @ECCV2018:

VisDrone Challange Task 4b), Multi-Object tracking: V-IOU tracker (paper coming soon)

 

Challenge Winner @AVSS2017:

Erik Bochinski, Volker Eiselein and Thomas Sikora
High-Speed Tracking-by-Detection Without Using Image Information
International Workshop on Traffic and Street Surveillance for Safety and Security at IEEE AVSS 2017, Lecce, Italy, 29.08.2017

Code

IOU Tracker:

Python implementation of the IOU Tracker described in the AVSS 2017 paper High-Speed Tracking-by-Detection Without Using Image Information.

 

TF-Smoe:

A Tensorflow-based implementation of the Steered Mixture-of-Experts (SMoE) image modelling approach described in the ICIP 2018 paper Regularized Gradient Descent Training of Steered Mixture of Experts for Sparse Image Representation.

Veröffentlichungen

2019

2018

  • Erik Bochinski, Tobias Senst, Thomas Sikora
    Extending IOU Based Multi-Object Tracking by Visual Information
    IEEE International Conference on Advanced Video and Signals-based Surveillance, 27.11.2018 - 30.11.2018, pp. 441-446
    ISBN: 978-1-5386-9294-3/18
    Details BibTeX
  • Gregory Schröder, Tobias Senst, Erik Bochinski, Thomas Sikora
    Optical Flow Dataset and Benchmark for Visual Crowd Analysis
    IEEE International Conference on Advanced Video and Signals-based Surveillance, Auckland, New Zealand, 27.11.2018 - 30.11.2018, pp. 7-11
    ISBN: 978-1-5386-9294-3/18
    Details BibTeX
  • Siwei Lyu, Ming-Ching Chang, Dawei Du, Wenbo Li, Yi Wei, Marco Del Coco, Pierluigi Carcagnì, Arne Schumann, Bharti Munjal, Dinh-Quoc-Trung Dang, Doo-Hyun Choi, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guna Seetharaman,Jang-Woon Baek, Jong Taek Lee, Kannappan Palaniappan, Kil-Taek Lim, Kiyoung Moon, Kwang-Ju Kim, Lars Sommer, Meltem Brandlmaier, Min-Sung Kang, Moongu Jeon, Noor M. Al-Shakarji, Oliver Acatay, Pyong-Kun Kim, Sikandar Amin, Thomas Sikora, Tien Dinh, Tobias Senst, Vu-Gia-Hy Che, Young-Chul Lim, Young-min Song, and Yun-Su Chung
    UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring
    IEEE International Conference on Advanced Video and Signals-based Surveillance, Auckland, New Zealand, 27.11.2018 - 30.11.2018
    ISBN: 978-1-5386-9294-3/18
    Details BibTeX
  • Erik Bochinski, Rolf Jongebloed, Michael Tok, Thomas Sikora
    Regularized Gradient Descent Training of Steered Mixture of Experts for Sparse Image Representation
    IEEE International Conference on Image Processing (ICIP), Athens, Greece, 07.10.2018 - 10.10.2018
    DOI: 10.1109/ICIP.2018.8451823 Electronic ISBN: 978-1-4799-7061-2 Print on Demand(PoD) ISBN: 978-1-4799-7062-9 Electronic ISSN: 2381-8549
    Details BibTeX
  • Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Hao Cheng, Chengfeng Liu, Xiaoyu Liu, Wenya Ma, Qinqin Nie, Haotian Wu, Lianjie Wang, Arne Schumann, Dan Wang, Diego Ortego, Elena Luna, Emmanouil Michail, Erik Bochinski, Feng Ni, Filiz Bunyak, Gege Zhang, Guna Seetharaman, Guorong Li, Hongyang Yu, Ioannis Kompatsiaris, Jianfei Zhao, Jie Gao, Jose Martinez, Juan Miguel, Kannappan Palaniappan, Konstantinos Avgerinakis, Lars Sommer, Martin Lauer, Mengkun Liu, Noor Al-Shakarji, Oliver Acatay, Panagiotis Giannakeris, Qijie Zhao, Qinghua Ma, Qingming Huang, Stefanos Vrochidis, Thomas Sikora, Tobias Senst, Wei Song, Wei Tian, Wenhua Zhang, Yanyun Zhao, Yidong Bai, Yinan Wu, Yongtao Wang, Yuxuan Li, Zhaoliang Pi, Zhiming Ma
    VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results
    ECCV 2018 Workshops, volume Part V, Munich, Germany, 08.09.2018 - 14.09.2018, pp. 496-518
    Details BibTeX
  • Erik Bochinski, Ghassen Bacha, Volker Eiselein, Tim J. W. Walles, Jens C. Nejstgaard and Thomas Sikora
    Deep Active Learning for In Situ Plankton Classification
    Computer Vision for Analysis of Underwater Imagery (CVAUI) IPCRW, volume ICPR 2018 Workshops, LNCS 11188, Beijing, China, 20.08.2018 - 24.08.2018, pp. pp. 5–15
    DOI: 10.1007/978-3-030-05792-3 eBook ISBN: 978-3-030-05792-3 Softcover ISBN: 978-3-030-05791-6
    Details BibTeX
  • Michael Tok, Rolf Jongebloed, Lieven Lange, Erik Bochinski, Thomas Sikora
    An Mse Approach for Training and Coding Steered Mixtures of Experts
    Picture Coding Symposium (PCS), San Francisco, California USA, 24.06.2018 - 27.06.2018
    Details BibTeX
  • Tim Walles, Ghassen Bacha, Erik Bochinski, Volker Eiselein, Jens Nejstgaard
    High-resolution automated approaches to study in situ mesozooplankton abundance and migration.
    Geophysical Research Abstracts, volume EGU General Assembly Conference Abstracts Vol. 20, April 2018, pp. 764
    eISSN: 1607-7962
    Details BibTeX

2017

2016

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Zusatzinformationen / Extras