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Stefan Becker
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Publications
- 2023
- [c45]Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation. BMVC 2023: 603-605 - [c43]Matej Kristan, Jirí Matas, Martin Danelljan, Michael Felsberg, Hyung Jin Chang, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Zhongqun Zhang, Khanh-Tung Tran, Xuan-Son Vu, Johanna Björklund, Christoph Mayer, Yushan Zhang, Lei Ke, Jie Zhao, Gustavo Fernández, Noor Al-Shakarji, Dong An, Michael Arens, Stefan Becker, Goutam Bhat, Sebastian Bullinger, Antoni B. Chan, Shijie Chang, Hanyuan Chen, Xin Chen, Yan Chen, Zhenyu Chen, Yangming Cheng, Yutao Cui, Chunyuan Deng, Jiahua Dong, Matteo Dunnhofer, Wei Feng, Jianlong Fu, Jie Gao, Ruize Han, Zeqi Hao, Jun-Yan He, Keji He, Zhenyu He, Xiantao Hu, Kaer Huang, Yuqing Huang, Yi Jiang, Ben Kang, Jin-Peng Lan, Hyungjun Lee, Chenyang Li, Jiahao Li, Ning Li, Wangkai Li, Xiaodi Li, Xin Li, Pengyu Liu, Yue Liu, Huchuan Lu, Bin Luo, Ping Luo, Yinchao Ma, Deshui Miao, Christian Micheloni, Kannappan Palaniappan, Hancheol Park, Matthieu Paul, Houwen Peng, Zekun Qian, Gani Rahmon, Norbert Scherer-Negenborn, Pengcheng Shao, Wooksu Shin, Elham Soltani Kazemi, Tianhui Song, Rainer Stiefelhagen, Rui Sun, Chuanming Tang, Zhangyong Tang, Imad Eddine Toubal, Jack Valmadre, Joost van de Weijer, Luc Van Gool, Jash Vira, Stéphane Vujasinovic, Cheng Wan, Jia Wan, Dong Wang, Fei Wang, Feifan Wang, He Wang, Limin Wang, Song Wang, Yaowei Wang, Zhepeng Wang, Gangshan Wu, Jiannan Wu, Qiangqiang Wu, Xiaojun Wu, Anqi Xiao, Jinxia Xie, Chenlong Xu, Min Xu, Tianyang Xu, Yuanyou Xu, Bin Yan, Dawei Yang, Ming-Hsuan Yang, Tianyu Yang, Yi Yang, Zongxin Yang, Xuanwu Yin, Fisher Yu, Hongyuan Yu, Qianjin Yu, Weichen Yu, Yongsheng Yuan, Zehuan Yuan, Jianlin Zhang, Lu Zhang, Tianzhu Zhang, Guodongfang Zhao, Shaochuan Zhao, Yaozong Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang, ChengAo Zong, Kunlong Zuo:
The First Visual Object Tracking Segmentation VOTS2023 Challenge Results. ICCV (Workshops) 2023: 1788-1810 - [c42]Jens Bayer, Stefan Becker, David Münch, Michael Arens:
Eigenpatches - Adversarial Patches from Principal Components. ISVC (2) 2023: 274-284 - [i18]Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation. CoRR abs/2305.12823 (2023) - [i17]Jens Bayer, Stefan Becker, David Münch, Michael Arens:
Eigenpatches - Adversarial Patches from Principal Components. CoRR abs/2306.10963 (2023) - [i15]Stefan Becker, Jens Bayer, Ronny Hug, Wolfgang Hübner, Michael Arens:
Utilizing dataset affinity prediction in object detection to assess training data. CoRR abs/2311.09768 (2023) - 2022
- [c40]Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
Revisiting Click-Based Interactive Video Object Segmentation. ICIP 2022: 2756-2760 - [i14]Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
Revisiting Click-based Interactive Video Object Segmentation. CoRR abs/2203.01784 (2022) - [i13]Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens, Jürgen Beyerer:
Bézier Curve Gaussian Processes. CoRR abs/2205.01754 (2022) - 2021
- [j6]Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens:
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction. IEEE Access 9: 77693-77704 (2021) - [c38]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris:
Handling Missing Observations with an RNN-based Prediction-Update Cycle. CAIP (1) 2021: 311-321 - [c37]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris:
MissFormer: (In-)Attention-Based Handling of Missing Observations for Trajectory Filtering and Prediction. ISVC (1) 2021: 521-533 - [c36]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris:
Generating Synthetic Training Data for Deep Learning-based UAV Trajectory Prediction. ROBOVIS 2021: 13-21 - [i12]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris:
Handling Missing Observations with an RNN-based Prediction-Update Cycle. CoRR abs/2103.11747 (2021) - [i11]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris:
MissFormer: (In-)attention-based handling of missing observations for trajectory filtering and prediction. CoRR abs/2106.16009 (2021) - [i10]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris:
Generating Synthetic Training Data for Deep Learning-Based UAV Trajectory Prediction. CoRR abs/2107.00422 (2021) - 2020
- [i9]Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens:
A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks. CoRR abs/2004.04677 (2020) - [i8]Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens:
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction. CoRR abs/2005.13934 (2020) - [i7]Stéphane Vujasinovic, Stefan Becker, Timo Breuer, Norbert Scherer-Negenborn, Michael Arens:
Integration of 3D Knowledge for On-Board UAV Visual Tracking. CoRR abs/2008.02834 (2020) - 2019
- [c35]Stéphane Vujasinovic, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens:
Impact of Fused Visible-Infrared Video Streams on Visual Tracking. IbPRIA (1) 2019: 101-112 - [c33]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens:
An RNN-Based IMM Filter Surrogate. SCIA 2019: 387-398 - [i6]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens:
An RNN-based IMM Filter Surrogate. CoRR abs/1902.01739 (2019) - 2018
- [j4]Stefan Becker, Wolfgang Hübner, Michael Arens:
State estimation for tracking in image space with a de- and re-coupled IMM filter. Multim. Tools Appl. 77(15): 20207-20226 (2018) - [c32]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens:
RED: A Simple but Effective Baseline Predictor for the TrajNet Benchmark. ECCV Workshops (3) 2018: 138-153 - [c31]Ronny Hug, Stefan Becker, Wolfgang Htibner, Michael Arens:
Particle-based Pedestrian Path Prediction using LSTM-MDL Models. ITSC 2018: 2684-2691 - [i5]Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens:
Particle-based pedestrian path prediction using LSTM-MDL models. CoRR abs/1804.05546 (2018) - [i4]Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens:
An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. CoRR abs/1805.07663 (2018) - 2016
- [c30]Hilke Kieritz, Stefan Becker, Wolfgang Hübner, Michael Arens:
Online multi-person tracking using Integral Channel Features. AVSS 2016: 122-130 - [c29]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823 - [c28]Michael Felsberg, Matej Kristan, Jiri Matas, Ales Leonardis, Roman P. Pflugfelder, Gustav Häger, Amanda Berg, Abdelrahman Eldesokey, Jörgen Ahlberg, Luka Cehovin, Tomás Vojír, Alan Lukezic, Gustavo Fernández, Alfredo Petrosino, Álvaro García-Martín, Andrés Solís Montero, Anton Varfolomieiev, Aykut Erdem, Bohyung Han, Chang-Ming Chang, Dawei Du, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Guna Seetharaman, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Hyeonseob Nam, Jack Valmadre, Jianke Zhu, Jiayi Feng, Jochen Lang, José M. Martínez, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Michael Arens, Ming Tang, Mooyeol Baek, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Philip H. S. Torr, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Sebastian Bernd Krah, Shengkun Li, Shizeng Yao, Simon Hadfield, Siwei Lyu, Stefan Becker, Stuart Golodetz, Tao Hu, Thomas Mauthner, Vincenzo Santopietro, Wenbo Li, Wolfgang Hübner, Xin Li, Yang Li, Zhan Xu, Zhenyu He:
The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results. ECCV Workshops (2) 2016: 824-849 - [c26]Stefan Becker, Hilke Kieritz, Wolfgang Hübner, Michael Arens:
On the Benefit of State Separation for Tracking in Image Space with an Interacting Multiple Model Filter. ICISP 2016: 3-11 - 2015
- [c24]Stefan Becker, Norbert Scherer-Negenborn, Pooja Thakkar, Wolfgang Hübner, Michael Arens:
An Evaluation of Background Subtraction Algorithms on Fused Infrared-Visible Video Streams. DICTA 2015: 1-6 - [c22]Stefan Becker, Wolfgang Hübner, Michael Arens:
Annotation driven MAP search space estimation for sliding-window based person detection. MVA 2015: 430-434 - 2013
- [c20]Stefan Becker, Benjamin Hück, Katharina Naujokat, Arne Fritjof Schmeiser, Andreas Kasten:
ODRL 2.0 Revisited. GI-Jahrestagung 2013: 3081-3095 - 2012
- [c15]David Münch, Stefan Becker, Wolfgang Hübner, Michael Arens:
Towards a Real-Time Situational Awareness System for Surveillance Applications in Unconstrained Environments. Future Security 2012: 517-521 - [c11]Christoph Rathfelder, Stefan Becker, Klaus Krogmann, Ralf H. Reussner:
Workload-aware System Monitoring Using Performance Predictions Applied to a Large-scale E-Mail System. WICSA/ECSA 2012: 31-40
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