Arne Schumann

According to our database, Arne Schumann authored at least 48 papers between 2009 and 2023.

Collaborative distances:

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

2023

Drone-vs-Bird Detection Grand Challenge at ICASSP2023.

Angelo Coluccia, Alessio Fascista, Lars Sommer, Arne Schumann, Anastasios Dimou, Dimitrios Zarpalas, Nabin Sharma

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Pose-Guided Semantic Person Re-Identification in Surveillance Data.

Arne Schumann

PhD thesis, 2022

Drone-vs-Bird Detection Challenge at ICIAP 2021.

Angelo Coluccia, Alessio Fascista, Arne Schumann, Lars Sommer, Anastasios Dimou, Dimitrios Zarpalas, Nabin Sharma, Mrunalini Nalamati, Ogulcan Eryuksel, Kamil Anil Ozfuttu, Fatih Cagatay Akyon, Kadir Sahin, Efe Buyukborekci, Devrim Cavusoglu, Sinan Altinuc, Daitao Xing, Halil Utku Unlu, Nikolaos Evangeliou, Anthony Tzes, Abhijeet Nayak, Mondher Bouazizi, Tasweer Ahmad, Artur Gonçalves, Bastien Rigault, Raghvendra Jain, Yutaka Matsuo, Helmut Prendinger, Edmond Jajaga, Veton Rushiti, Blerant Ramadani, Daniel Pavleski

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images.

Thaddäus Wiedemer, Stefan Wolf, Arne Schumann, Kaisheng Ma, Jürgen Beyerer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge.

Angelo Coluccia, Alessio Fascista, Arne Schumann, Lars Sommer, Anastasios Dimou, Dimitrios Zarpalas, Miguel Méndez, David De la Iglesia, Iago González, Jean-Philippe Mercier, Guillaume Gagné, Arka Mitra, Shobha Rajashekar

Sensors, 2021

FastAER Det: Fast Aerial Embedded Real-Time Detection.

Stefan Wolf, Lars Sommer, Arne Schumann

Remote. Sens., 2021

Hardness Prediction for More Reliable Attribute-based Person Re-identification.

Lucas Florin, Andreas Specker, Arne Schumann, Jürgen Beyerer

Proceedings of the 4th IEEE International Conference on Multimedia Information Processing and Retrieval, 2021

Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU.

Mickael Cormier, Stefan Wolf, Lars Sommer, Arne Schumann, Jürgen Beyerer

Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

Drone-vs-Bird Detection Challenge at IEEE AVSS2021.

Angelo Coluccia, Alessio Fascista, Arne Schumann, Lars Sommer, Anastasios Dimou, Dimitrios Zarpalas, Fatih Cagatay Akyon, Ogulcan Eryuksel, Kamil Anil Ozfuttu, Sinan Onur Altinuc, Fardad Dadboud, Vaibhav Patel, Varun Mehta, Miodrag Bolic, Iraj Mantegh

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020

An Evaluation Of Design Choices For Pedestrian Attribute Recognition In Video.

Andreas Specker, Arne Schumann, Jürgen Beyerer

Proceedings of the IEEE International Conference on Image Processing, 2020

VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results.

Heng Fan, Dawei Du, Longyin Wen, Pengfei Zhu, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Arne Schumann, Bin Dong, Daniel Stadler, Duo Xu, Filiz Bunyak, Guna Seetharaman, Guizhong Liu, V. Haritha, Hrishikesh P. S, Jie Han, Kannappan Palaniappan, Kaojin Zhu, Lars Wilko Sommer, Libo Zhang, Linu Shine, Min Yao, Noor M. Al-Shakarji, Shengwen Li, Ting Sun, Wang Sai, Wentao Yu, Xi Wu, Xiaopeng Hong, Xing Wei, Xingjie Zhao, Yanyun Zhao, Yihong Gong, Yuehan Yao, Yuhang He, Zhaoze Zhao, Zhen Xie, Zheng Yang, Zhenyu Xu, Zhipeng Luo, Zhizhao Duan

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results.

Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Apostolos Axenopoulos, Arne Schumann, Athanasios Psaltis, Ayush Jain, Bin Dong, Changlin Li, Chen Chen, Chengzhen Duan, Chongyang Zhang, Daniel Stadler, Dheeraj Reddy Pailla, Dong Yin, Faizan Khan, Fanman Meng, Guangyu Gao, Guosheng Zhang, Hansheng Chen, Hao Zhou, Haonian Xie, Heqian Qiu, Hongliang Li, Ioannis Athanasiadis, Jincai Cui, Jingkai Zhou, Jong Hwan Ko, Joo Chan Lee, Jun Yu, Jungyeop Yoo, Lars Wilko Sommer, Lu Xiong, Michael Schleiss, Ming-Hsuan Yang, Mingyu Liu, Minjian Zhang, Murari Mandal, Petros Daras, Pratik Narang, Qiong Liu, Qiu Shi, Qizhang Lin, Rohit Ramaprasad, Sai Wang, Sarvesh Mehta, Shuai Li, Shuqin Huang, Sungtae Moon, Taijin Zhao, Ting Sun, Wei Guo, Wei Tian, Weida Qin, Weiping Yu, Wenxiang Lin, Xi Zhao, Xiaogang Jia, Xin He, Xingjie Zhao, Xuanxin Liu, Yan Ding, Yan Luo, Yang Xiao, Yi Wang, Yingjie Liu, Yongwoo Kim, Yu Sun, Yuehan Yao, Yuyao Huang, Zehui Gong, Zhenyu Xu, Zhipeng Luo, Zhiguo Cao, Zhiwei Wei, Zhongjie Fan, Zichen Song, Ziming Liu

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

The MTA Dataset for Multi Target Multi Camera Pedestrian Tracking by Weighted Distance Aggregation.

Philipp Köhl, Andreas Specker, Arne Schumann, Jürgen Beyerer

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Large Scale Vehicle Re-Identification by Knowledge Transfer from Simulated Data and Temporal Attention.

Viktor Eckstein, Arne Schumann, Andreas Specker

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets.

Thomas Pollok, Lorenz Junglas, Boitumelo Ruf, Arne Schumann

Proceedings of the Advances in Visual Computing, 2019

VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results.

Dawei Du, Yue Zhang, Zexin Wang, Zhikang Wang, Zichen Song, Ziming Liu, Liefeng Bo, Hailin Shi, Rui Zhu, Aashish Kumar, Aijin Li, Almaz Zinollayev, Anuar Askergaliyev, Arne Schumann, Binjie Mao, Pengfei Zhu, Byeongwon Lee, Chang Liu, Changrui Chen, Chunhong Pan, Chunlei Huo, Da Yu, Dechun Cong, Dening Zeng, Dheeraj Reddy Pailla, Di Li, Longyin Wen, Dong Wang, Donghyeon Cho, Dongyu Zhang, Furui Bai, George Jose, Guangyu Gao, Guizhong Liu, Haitao Xiong, Hao Qi, Haoran Wang, Xiao Bian, Heqian Qiu, Hongliang Li, Huchuan Lu, Ildoo Kim, Jaekyum Kim, Jane Shen, Jihoon Lee, Jing Ge, Jingjing Xu, Jingkai Zhou, Haibin Ling, Jonas Meier, Jun Won Choi, Junhao Hu, Junyi Zhang, Junying Huang, Kaiqi Huang, Keyang Wang, Lars Sommer, Lei Jin, Lei Zhang, Qinghua Hu, Lianghua Huang, Lin Sun, Lucas Steinmann, Meixia Jia, Nuo Xu, Pengyi Zhang, Qiang Chen, Qingxuan Lv, Qiong Liu, Qishang Cheng, Tao Peng, Sai Saketh Chennamsetty, Shuhao Chen, Shuo Wei, Srinivas S. S. Kruthiventi, Sungeun Hong, Sungil Kang, Tong Wu, Tuo Feng, Varghese Alex Kollerathu, Wanqi Li, Jiayu Zheng, Wei Dai, Weida Qin, Weiyang Wang, Xiaorui Wang, Xiaoyu Chen, Xin Chen, Xin Sun, Xin Zhang, Xin Zhao, Xindi Zhang, Xinyao Wang, Xinyu Zhang, Xuankun Chen, Xudong Wei, Xuzhang Zhang, Yanchao Li, Yifu Chen, Yu Heng Toh, Yu Zhang, Yu Zhu, Yunxin Zhong

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes.

Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms.

Tobias Ringwald, Lars Sommer, Arne Schumann, Jürgen Beyerer, Rainer Stiefelhagen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

An Interactive Framework for Cross-modal Attribute-based Person Retrieval.

Andreas Specker, Arne Schumann, Jürgen Beyerer

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Human Pose Estimation for Real-World Crowded Scenarios.

Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Drone-vs-Bird Detection Challenge at IEEE AVSS2019.

Angelo Coluccia, Muhammad Saqib, Nabin Sharma, Michael Blumenstein, Vasileios Magoulianitis, Dimitrios Ataloglou, Anastasios Dimou, Dimitrios Zarpalas, Petros Daras, Céline Craye, Salem Ardjoune, Alessio Fascista, David De la Iglesia, Miguel Méndez, Raquel Dosil, Iago González, Arne Schumann, Lars Sommer, Marian Ghenescu, Tomas Piatrik, Geert De Cubber, Mrunalini Nalamati, Ankit Kapoor

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle Classification.

Krassimir Valev, Arne Schumann, Lars Wilko Sommer, Jürgen Beyerer

CoRR, 2018

Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery.

Lars Wilko Sommer, Arne Schumann, Tobias Schuchert, Jürgen Beyerer

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Semantic Labeling Based Vehicle Detection in Aerial Imagery.

Kun Nie, Lars Wilko Sommer, Arne Schumann, Jürgen Beyerer

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery.

Lars Wilko Sommer, Nicole Schmidt, Arne Schumann, Jürgen Beyerer

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results.

Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Haotian Wu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, 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, José M. Martínez, Juan C. SanMiguel, Kannappan Palaniappan, Konstantinos Avgerinakis, Lars Wilko Sommer, Martin Lauer, Mengkun Liu, Noor M. 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

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results.

Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, Haotian Wu, Lianjie Wang, Arne Schumann, Chase Brown, Qian Chen, Chengzheng Li, Dongdong Li, Emmanouil Michail, Fan Zhang, Feng Ni, Feng Zhu, Guanghui Wang, Haipeng Zhang, Han Deng, Hao Liu, Haoran Wang, Heqian Qiu, Honggang Qi, Honghui Shi, Hongliang Li, Hongyu Xu, Hu Lin, Ioannis Kompatsiaris, Jian Cheng, Jianqiang Wang, Jianxiu Yang, Jingkai Zhou, Juanping Zhao, K. J. Joseph, Kaiwen Duan, Karthik Suresh, Bo Ke, Ke Wang, Konstantinos Avgerinakis, Lars Wilko Sommer, Lei Zhang, Li Yang, Lin Cheng, Lin Ma, Liyu Lu, Lu Ding, Minyu Huang, Naveen Kumar Vedurupaka, Nehal Mamgain, Nitin Bansal, Oliver Acatay, Panagiotis Giannakeris, Qian Wang, Qijie Zhao, Qingming Huang, Qiong Liu, Qishang Cheng, Qiuchen Sun, Robert Laganière, Sheng Jiang, Shengjin Wang, Shubo Wei, Siwei Wang, Stefanos Vrochidis, Sujuan Wang, Tiaojio Lee, Usman Sajid, Vineeth N. Balasubramanian, Wei Li, Wei Zhang, Weikun Wu, Wenchi Ma, Wenrui He, Wenzhe Yang, Xiaoyu Chen, Xin Sun, Xinbin Luo, Xintao Lian, Xiufang Li, Yangliu Kuai, Yali Li, Yi Luo, Yifan Zhang, Yiling Liu, Ying Li, Yong Wang, Yongtao Wang, Yuanwei Wu, Yue Fan, Yunchao Wei, Yuqin Zhang, Zexin Wang, Zhangyang Wang, Zhaoyue Xia, Zhen Cui, Zhenwei He, Zhipeng Deng, Zhiyao Guo, Zichen Song

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking.

M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data.

Lars Sommer, Oliver Acatay, Arne Schumann, Jürgen Beyerer

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval.

Arne Schumann, Lars Sommer, Max Vogler, Jürgen Beyerer

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Attribute-based Person Retrieval and Search in Video Sequences.

Arne Schumann, Andreas Specker, Jürgen Beyerer

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring.

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, Minsung Kang, Moongu Jeon, Noor M. Al-Shakarji, Oliver Acatay, Pyong-Kun Kim, Sikandar Amin, Thomas Sikora, Tien Ba Dinh, Tobias Senst, Vu-Gia-Hy Che, Young-Chul Lim, Young-min Song, Yun-Su Chung

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery.

Oliver Acatay, Lars Sommer, Arne Schumann, Jürgen Beyerer

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017

Deep learning prototype domains for person re-identification.

Arne Schumann, Shaogang Gong, Tobias Schuchert

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Person Re-identification by Deep Learning Attribute-Complementary Information.

Arne Schumann, Rainer Stiefelhagen

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model.

M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen

Proceedings of the British Machine Vision Conference 2017, 2017

Flying object detection for automatic UAV recognition.

Lars Wilko Sommer, Arne Schumann, Thomas Muller, Tobias Schuchert, Jürgen Beyerer

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Semantic labeling for improved vehicle detection in aerial imagery.

Lars Wilko Sommer, Kun Nie, Arne Schumann, Tobias Schuchert, Jürgen Beyerer

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Deep cross-domain flying object classification for robust UAV detection.

Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Drone-vs-Bird detection challenge at IEEE AVSS2017.

Angelo Coluccia, Marian Ghenescu, Tomas Piatrik, Geert De Cubber, Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer, Mohammad Farhadi, Ruhallah Amandi, Cemal Aker, Sinan Kalkan, Muhammad Saqib, Nabin Sharma, Sultan Daud Khan, Khan Makkah, Michael Blumenstein

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2015

Person re-identification in UAV videos using relevance feedback.

Arne Schumann, Tobias Schuchert

Proceedings of the Video Surveillance and Transportation Imaging Applications 2015, 2015

Transferring attributes for person re-identification.

Arne Schumann, Rainer Stiefelhagen

Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014

Object instance recognition using motion cues and instance specific appearance models.

Arne Schumann

Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

Extended image differencing for change detection in UAV video mosaics.

Günter Saur, Wolfgang Krüger, Arne Schumann

Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

A soft-biometrics dataset for person tracking and re-identification.

Arne Schumann, Eduardo Monari

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013

Person tracking-by-detection with efficient selection of part-detectors.

Arne Schumann, Martin Bäuml, Rainer Stiefelhagen

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012

Contextual Constraints for Person Retrieval in Camera Networks.

Martin Bäuml, Makarand Tapaswi, Arne Schumann, Rainer Stiefelhagen

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2009

Universität Karlsruhe (TH) at TRECVID 2009.

Hazim Kemal Ekenel, Arne Schumann, Hua Gao, Rainer Stiefelhagen

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009