Arne Schumann - RankMe

56 papers A* 2A 3B 22Misc 1Journal 9Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance. CoRR Mathias Anneken, Nadia Burkart, Fabian Jeschke, Achim Kuwertz-Wolf, Almuth Mueller, Arne Schumann, Michael Teutsch
2025	B	`conf`	SABSE: Segmentation-Assisted Baseline Shapley Values. ACIVS Marcel Henkel, Simon Keilbach, Nadia Burkart, Arne Schumann
2025	B	`conf`	The Drone-vs-Bird Detection Grand Challenge at IJCNN 2025. IJCNN Angelo Coluccia, Alessio Fascista, Anastasios Dimou, Dimitrios Zarpalas, Lars Sommer, Arne Schumann, Emanuele Mele
2023	Misc	`conf`	Drone-vs-Bird Detection Grand Challenge at ICASSP2023. ICASSP Angelo Coluccia, Alessio Fascista, Lars Sommer, Arne Schumann, Anastasios Dimou, Dimitrios Zarpalas, Nabin Sharma
2022	—	`conf`	Drone-vs-Bird Detection Challenge at ICIAP 2021. ICIAP Workshops 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
2022	—	`conf`	Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images. CVPR Workshops Thaddäus Wiedemer, Stefan Wolf, Arne Schumann, Kaisheng Ma, Jürgen Beyerer
2022	—	`—`	Pose-Guided Semantic Person Re-Identification in Surveillance Data. Arne Schumann
2021	J	`jnl`	Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge. Sensors 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
2021	B	`conf`	Drone-vs-Bird Detection Challenge at IEEE AVSS2021. AVSS 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
2021	—	`conf`	Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU. EUROCON Mickael Cormier, Stefan Wolf, Lars Sommer, Arne Schumann, Jürgen Beyerer
2021	J	`jnl`	FastAER Det: Fast Aerial Embedded Real-Time Detection. Remote. Sens. Stefan Wolf, Lars Sommer, Arne Schumann
2021	—	`conf`	Hardness Prediction for More Reliable Attribute-based Person Re-identification. MIPR Lucas Florin, Andreas Specker, Arne Schumann, Jürgen Beyerer
2020	B	`conf`	An Evaluation Of Design Choices For Pedestrian Attribute Recognition In Video. ICIP Andreas Specker, Arne Schumann, Jürgen Beyerer
2020	—	`conf`	Large Scale Vehicle Re-Identification by Knowledge Transfer from Simulated Data and Temporal Attention. CVPR Workshops Viktor Eckstein, Arne Schumann, Andreas Specker
2020	J	`jnl`	SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. CoRR Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig
2020	—	`conf`	The MTA Dataset for Multi Target Multi Camera Pedestrian Tracking by Weighted Distance Aggregation. CVPR Workshops Philipp Köhl, Andreas Specker, Arne Schumann, Jürgen Beyerer
2020	—	`conf`	VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results. ECCV Workshops (4) 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
2020	—	`conf`	VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results. ECCV Workshops (4) 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
2019	B	`conf`	An Interactive Framework for Cross-modal Attribute-based Person Retrieval. AVSS Andreas Specker, Arne Schumann, Jürgen Beyerer
2019	B	`conf`	Drone-vs-Bird Detection Challenge at IEEE AVSS2019. AVSS 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
2019	B	`conf`	Human Pose Estimation for Real-World Crowded Scenarios. AVSS Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer
2019	J	`jnl`	Human Pose Estimation for Real-World Crowded Scenarios. CoRR Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer
2019	A*	`conf`	SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. ICCV Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig
2019	—	`conf`	UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms. CVPR Workshops Tobias Ringwald, Lars Sommer, Arne Schumann, Jürgen Beyerer, Rainer Stiefelhagen
2019	—	`conf`	UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets. ISVC (1) Thomas Pollok, Lorenz Junglas, Boitumelo Ruf, Arne Schumann
2019	—	`conf`	VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results. ICCV Workshops 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
2018	A*	`conf`	A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking. CVPR M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
2018	J	`jnl`	A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle Classification. CoRR Krassimir Valev, Arne Schumann, Lars Wilko Sommer, Jürgen Beyerer
2018	B	`conf`	Attribute-based Person Retrieval and Search in Video Sequences. AVSS Arne Schumann, Andreas Specker, Jürgen Beyerer
2018	B	`conf`	Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery. AVSS Oliver Acatay, Lars Sommer, Arne Schumann, Jürgen Beyerer
2018	B	`conf`	Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data. AVSS Lars Sommer, Oliver Acatay, Arne Schumann, Jürgen Beyerer
2018	A	`conf`	Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery. WACV Lars Wilko Sommer, Arne Schumann, Tobias Schuchert, Jürgen Beyerer
2018	B	`conf`	Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval. AVSS Arne Schumann, Lars Sommer, Max Vogler, Jürgen Beyerer
2018	B	`conf`	Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery. ICIP Lars Wilko Sommer, Nicole Schmidt, Arne Schumann, Jürgen Beyerer
2018	A	`conf`	Semantic Labeling Based Vehicle Detection in Aerial Imagery. WACV Kun Nie, Lars Wilko Sommer, Arne Schumann, Jürgen Beyerer
2018	B	`conf`	UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 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
2018	—	`conf`	VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results. ECCV Workshops (5) 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
2018	—	`conf`	VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results. ECCV Workshops (5) 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
2017	J	`jnl`	A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking. CoRR M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
2017	A	`conf`	Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. BMVC M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen
2017	J	`jnl`	Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. CoRR M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen
2017	B	`conf`	Deep cross-domain flying object classification for robust UAV detection. AVSS Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer
2017	B	`conf`	Deep learning prototype domains for person re-identification. ICIP Arne Schumann, Shaogang Gong, Tobias Schuchert
2017	B	`conf`	Drone-vs-Bird detection challenge at IEEE AVSS2017. AVSS 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
2017	B	`conf`	Flying object detection for automatic UAV recognition. AVSS Lars Wilko Sommer, Arne Schumann, Thomas Muller, Tobias Schuchert, Jürgen Beyerer
2017	—	`conf`	Person Re-identification by Deep Learning Attribute-Complementary Information. CVPR Workshops Arne Schumann, Rainer Stiefelhagen
2017	B	`conf`	Semantic labeling for improved vehicle detection in aerial imagery. AVSS Lars Wilko Sommer, Kun Nie, Arne Schumann, Tobias Schuchert, Jürgen Beyerer
2016	J	`jnl`	Deep Learning Prototype Domains for Person Re-Identification. CoRR Arne Schumann, Shaogang Gong, Tobias Schuchert
2015	—	`conf`	Person re-identification in UAV videos using relevance feedback. Video Surveillance and Transportation Imaging Applications Arne Schumann, Tobias Schuchert
2015	B	`conf`	Transferring attributes for person re-identification. AVSS Arne Schumann, Rainer Stiefelhagen
2014	B	`conf`	A soft-biometrics dataset for person tracking and re-identification. AVSS Arne Schumann, Eduardo Monari
2014	—	`conf`	Extended image differencing for change detection in UAV video mosaics. Video Surveillance and Transportation Imaging Applications Günter Saur, Wolfgang Krüger, Arne Schumann
2014	—	`conf`	Object instance recognition using motion cues and instance specific appearance models. Video Surveillance and Transportation Imaging Applications Arne Schumann
2013	B	`conf`	Person tracking-by-detection with efficient selection of part-detectors. AVSS Arne Schumann, Martin Bäuml, Rainer Stiefelhagen
2012	B	`conf`	Contextual Constraints for Person Retrieval in Camera Networks. AVSS Martin Bäuml, Makarand Tapaswi, Arne Schumann, Rainer Stiefelhagen
2009	—	`conf`	Universität Karlsruhe (TH) at TRECVID 2009. TRECVID Hazim Kemal Ekenel, Arne Schumann, Hua Gao, Rainer Stiefelhagen