Arne Schumann

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 44

Top Topics

Pedestrian Detection

Vehicle Detection

Top Venues

Video Surveillance and Transportation Imaging Applications

Publications

Angelo Coluccia, Alessio Fascista, Lars Sommer, Arne Schumann, Anastasios Dimou, Dimitrios Zarpalas, Nabin Sharma
Drone-vs-Bird Detection Grand Challenge at ICASSP2023. ICASSP (2023)
Thaddäus Wiedemer, Stefan Wolf, Arne Schumann, Kaisheng Ma, Jürgen Beyerer
Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images. CVPR Workshops (2022)
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
Drone-vs-Bird Detection Challenge at ICIAP 2021. ICIAP Workshops (2022)
Stefan Wolf, Lars Sommer, Arne Schumann
FastAER Det: Fast Aerial Embedded Real-Time Detection. Remote. Sens. 13 (16) (2021)
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
Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge. Sensors 21 (8) (2021)
Lucas Florin, Andreas Specker, Arne Schumann, Jürgen Beyerer
Hardness Prediction for More Reliable Attribute-based Person Re-identification. MIPR (2021)
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
Drone-vs-Bird Detection Challenge at IEEE AVSS2021. AVSS (2021)
Mickael Cormier, Stefan Wolf, Lars Sommer, Arne Schumann, Jürgen Beyerer
Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU. EUROCON (2021)
Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig
SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. CoRR (2020)
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, Joochan 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
VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results. ECCV Workshops (4) (2020)
Viktor Eckstein, Arne Schumann, Andreas Specker
Large Scale Vehicle Re-Identification by Knowledge Transfer from Simulated Data and Temporal Attention. CVPR Workshops (2020)
Andreas Specker, Arne Schumann, Jürgen Beyerer
An Evaluation Of Design Choices For Pedestrian Attribute Recognition In Video. ICIP (2020)
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
VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results. ECCV Workshops (4) (2020)
Philipp Köhl, Andreas Specker, Arne Schumann, Jürgen Beyerer
The MTA Dataset for Multi Target Multi Camera Pedestrian Tracking by Weighted Distance Aggregation. CVPR Workshops (2020)
Andreas Specker, Arne Schumann, Jürgen Beyerer
An Interactive Framework for Cross-modal Attribute-based Person Retrieval. AVSS (2019)
Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig
SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. ICCV (2019)
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
Drone-vs-Bird Detection Challenge at IEEE AVSS2019. AVSS (2019)
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 Lin, 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
VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results. ICCV Workshops (2019)
Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer
Human Pose Estimation for Real-World Crowded Scenarios. CoRR (2019)
Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer
Human Pose Estimation for Real-World Crowded Scenarios. AVSS (2019)
Tobias Ringwald, Lars Sommer, Arne Schumann, Jürgen Beyerer, Rainer Stiefelhagen
UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms. CVPR Workshops (2019)
Thomas Pollok, Lorenz Junglas, Boitumelo Ruf, Arne Schumann
UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets. ISVC (1) (2019)
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
UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS (2018)
M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking. CVPR (2018)
Lars Wilko Sommer, Nicole Schmidt, Arne Schumann, Jürgen Beyerer
Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery. ICIP (2018)
Krassimir Valev, Arne Schumann, Lars Wilko Sommer, Jürgen Beyerer
A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle Classification. CoRR (2018)
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
VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results. ECCV Workshops (5) (2018)
Arne Schumann, Andreas Specker, Jürgen Beyerer
Attribute-based Person Retrieval and Search in Video Sequences. AVSS (2018)
Arne Schumann, Lars Sommer, Max Vogler, Jürgen Beyerer
Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval. AVSS (2018)
Lars Wilko Sommer, Arne Schumann, Tobias Schuchert, Jürgen Beyerer
Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery. WACV (2018)
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
VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results. ECCV Workshops (5) (2018)
Lars Sommer, Oliver Acatay, Arne Schumann, Jürgen Beyerer
Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data. AVSS (2018)
Oliver Acatay, Lars Sommer, Arne Schumann, Jürgen Beyerer
Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery. AVSS (2018)
Kun Nie, Lars Wilko Sommer, Arne Schumann, Jürgen Beyerer
Semantic Labeling Based Vehicle Detection in Aerial Imagery. WACV (2018)
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
Drone-vs-Bird detection challenge at IEEE AVSS2017. AVSS (2017)
Arne Schumann, Shaogang Gong, Tobias Schuchert
Deep learning prototype domains for person re-identification. ICIP (2017)
Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer
Deep cross-domain flying object classification for robust UAV detection. AVSS (2017)
Lars Wilko Sommer, Arne Schumann, Thomas Muller, Tobias Schuchert, Jürgen Beyerer
Flying object detection for automatic UAV recognition. AVSS (2017)
M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking. CoRR (2017)
Arne Schumann, Rainer Stiefelhagen
Person Re-identification by Deep Learning Attribute-Complementary Information. CVPR Workshops (2017)
Lars Wilko Sommer, Kun Nie, Arne Schumann, Tobias Schuchert, Jürgen Beyerer
Semantic labeling for improved vehicle detection in aerial imagery. AVSS (2017)
M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. BMVC (2017)
M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. CoRR (2017)
Arne Schumann, Shaogang Gong, Tobias Schuchert
Deep Learning Prototype Domains for Person Re-Identification. CoRR (2016)
Arne Schumann, Rainer Stiefelhagen
Transferring attributes for person re-identification. AVSS (2015)
Arne Schumann, Tobias Schuchert
Person re-identification in UAV videos using relevance feedback. Video Surveillance and Transportation Imaging Applications (2015)
Günter Saur, Wolfgang Krüger, Arne Schumann
Extended image differencing for change detection in UAV video mosaics. Video Surveillance and Transportation Imaging Applications (2014)
Arne Schumann
Object instance recognition using motion cues and instance specific appearance models. Video Surveillance and Transportation Imaging Applications (2014)
Arne Schumann, Eduardo Monari
A soft-biometrics dataset for person tracking and re-identification. AVSS (2014)
Arne Schumann, Martin Bäuml, Rainer Stiefelhagen
Person tracking-by-detection with efficient selection of part-detectors. AVSS (2013)
Martin Bäuml, Makarand Tapaswi, Arne Schumann, Rainer Stiefelhagen
Contextual Constraints for Person Retrieval in Camera Networks. AVSS (2012)
Hazim Kemal Ekenel, Arne Schumann, Hua Gao, Rainer Stiefelhagen
Universität Karlsruhe (TH) at TRECVID 2009. TRECVID (2009)