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Amanda Berg

Jag är industridoktorand på företaget Termisk Systemteknik AB, ett företag som dels fungerar som återförsäljare för termiska, infraröda kameror (värmekameror) och dels bygger vision-system baserade på termiska kameror. Min forskning är därför inriktad mot datorseende för just termiska kameror. Jag påbörjade mina doktorandstudier under 2014. Hittills har jag mestadels arbetat med bildbaserad s.k. följning (tracking), mer specifikt korttidsföljning i termisk video. Min huvudhandledare är Michael Felsberg och bihandledare är Jörgen Ahlberg.

LTIR dataset

Som en del i min forskning har jag tagit fram ett dataset (komplett med annoteringar) för utvärdering av korttidsföljning i termisk video. Datasetet kan laddas ner här.

Publikationer

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Journal papers

2017
Tahir Nawaz, Amanda Berg, James Ferryman, Jörgen Ahlberg, Michael Felsberg, "Effective evaluation of privacy protection techniques in visible and thermal imagery", Journal of Electronic Imaging (JEI), 26(5), 2017.
AbstractKeywordsBiBTeXDOI
Jan Heggenes, Arvid Odland, Tomas Chevalier, Jörgen Ahlberg, Amanda Berg, Dag Bjerketvedt, "Herbivore grazing—or trampling? Trampling effects by a large ungulate in cold high-latitude ecosystems", Ecology and Evolution, 7(16): 6423-6431, 2017.
AbstractKeywordsBiBTeXDOI
2016
Amanda Berg, Jörgen Ahlberg, Michael Felsberg, "Enhanced analysis of thermographic images for monitoring of district heat pipe networks", Pattern Recognition Letters, 83(2): 215-223, 2016.
AbstractKeywordsBiBTeXDOI

Conference papers

2019
Matej Kristanl, Jiri Matas, Ales Leonardis, Michael Felsberg, Roman Pflugfelder, Joni-Kristian Kamarainen, Luka Cehovin Zajc, Ondrej Drbohlav, Alan Lukezic, Amanda Berg, Abdelrahman Eldesokey, Jani Kapyla, Gustavo Fernandez, Abel Gonzalez-Garcia, Alireza Memarrnoghadam, Andong Lu, Anfeng He, Anton Varfolomieiev, Antoni Chan, Ardhendu Shekhar Tripathi, Arnold Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Bing Li, Bo Li, Bycong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guanqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Jianhu Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Jingqing Qi, Jingyue Zhang, John K. Tsotsos, John Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang wang, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Naveen Paluru, Niki Martine, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang Qiang Wang, Qing Gua, Radu Timofte, Rama Krishna Gorthi, Richard Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomas Vojir, Wei Feng, Weiming Hu, Weizhao Wang, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xue-Feng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Zeyu Wang Zhao Luo, Zhaoliang Zhang, Zhen-Hua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Zhu Teng, Zihan Ni, "The Seventh Visual Object Tracking VOT2019 Challenge Results", 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW), IEEE International Conference on Computer Vision Workshops, 2206-2241, 2019.
AbstractKeywordsBiBTeXDOI
Amanda Berg, Joakim Johnander, Flavie Durand de Gevigney, Jörgen Ahlberg, Michael Felsberg, "Semi-automatic Annotation of Objects in Visual-Thermal Video", 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 2019.
AbstractKeywordsBiBTeXDOI
Amanda Berg, Jörgen Ahlberg, Michael Felsberg, "Visual Spectrum Image Generation fromThermal Infrared", Swedish Symposium on Image Analysis, 2019.
AbstractKeywordsBiBTeX
2018
Amanda Berg, Jörgen Ahlberg, Michael Felsberg, "Generating Visible Spectrum Images from Thermal Infrared", Proceedings 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops CVPRW 2018, IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops, 1224-1233, 2018.
AbstractKeywordsBiBTeXDOI
2017
Amanda Berg, Jörgen Ahlberg, Michael Felsberg, "Object Tracking in Thermal Infrared Imagery based on Channel Coded Distribution Fields", Swedish Symposium on Image Analysis, 2017.
AbstractKeywordsBiBTeX
2016
Amanda Berg, Jörgen Ahlberg, Michael Felsberg, "Channel Coded Distribution Field Tracking for Thermal Infrared Imagery", PROCEEDINGS OF 29TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, (CVPRW 2016), IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 1248-1256, 2016.
AbstractKeywordsBiBTeXDOI
Michael Felsberg, Matej Kristan, Jiri Matas, Ales Leonardis, Roman Pflugfelder, Gustav Häger, Amanda Berg, Abdelrahman Eldesokey, Jörgen Ahlberg, Luka Cehovin, Tomas Vojir, Alan Lukezic, Gustavo Fernandez, Alfredo Petrosino, Alvaro Garcia-Martin, Andres Solis 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, Jose M. Martinez, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Mario 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 Laganiere, Sebastian B. Krah, Shengkun Li, Shizeng Yao, Simon Hadfield, Siwei Lyu, Stefan Becker, Stuart Golodetz, Tao Hu, Thomas Mauthner, Vincenzo Santopietro, Wenbo Li, Wolfgang Huebner, Xin Li, Yang Li, Zhan Xu, Zhenyu He, "The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results", Computer Vision – ECCV 2016 Workshops. ECCV 2016., Lecture Notes in Computer Science, Vol. 9914, 824-849, 2016.
AbstractKeywordsBiBTeXDOI
Amanda Berg, Michael Felsberg, Gustav Häger, Jörgen Ahlberg, "An Overview of the Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge", Swedish Symposium on Image Analysis, Svenska sällskapet för automatiserad bildanalys (SSBA), 2016.
AbstractKeywordsBiBTeX
2015
Amanda Berg, Jörgen Ahlberg, Michael Felsberg, "A thermal infrared dataset for evaluation of short-term tracking methods", Swedish Symposium on Image Analysis, Svenska sällskapet för automatiserad bildanalys (SSBA), 2015.
AbstractKeywordsBiBTeX
Michael Felsberg, Amanda Berg, Gustav Häger, Jörgen Ahlberg, Matej Kristan, Jiri Matas, Ales Leonardis, Luka Cehovin, Gustavo Fernandez, Tomas Vojır, Georg Nebehay, Roman Pflugfelder, Alan Lukezic, Alvaro Garcia-Martin8, Amir Saffari, Ang Li, Andres Solıs Montero, Baojun Zhao, Cordelia Schmid, Dapeng Chen, Dawei Du, Fahad Shahbaz Khan, Fatih Porikli, Gao Zhu, Guibo Zhu, Hanqing Lu, Hilke Kieritz, Hongdong Li, Honggang Qi, Jae-chan Jeong, Jae-il Cho, Jae-Yeong Lee, Jianke Zhu, Jiatong Li, Jiayi Feng, Jinqiao Wang, Ji-Wan Kim, Jochen Lang, Jose M. Martinez, Kai Xue, Karteek Alahari, Liang Ma, Lipeng Ke, Longyin Wen, Luca Bertinetto, Martin Danelljan, Michael Arens, Ming Tang, Ming-Ching Chang, Ondrej Miksik, Philip H S Torr, Rafael Martin-Nieto, Robert Laganiere, Sam Hare, Siwei Lyu, Song-Chun Zhu, Stefan Becker, Stephen L Hicks, Stuart Golodetz, Sunglok Choi, Tianfu Wu, Wolfgang Hubner, Xu Zhao, Yang Hua, Yang Li, Yang Lu, Yuezun Li, Zejian Yuan, Zhibin Hong, "The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results", Proceedings of the IEEE International Conference on Computer Vision, IEEE International Conference on Computer Vision. Proceedings, 639-651, 2015.
AbstractKeywordsBiBTeXDOI
Jörgen Ahlberg, Amanda Berg, "Evaluating Template Rescaling in Short-Term Single-Object Tracking", 17th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Karlsruhe, Germany, August 25, 2015, 2015.
AbstractKeywordsBiBTeXDOI
Amanda Berg, Jörgen Ahlberg, Michael Felsberg, "A Thermal Object Tracking Benchmark", 12th IEEE International Conference on Advanced Video- and Signal-based Surveillance, Karlsruhe, Germany, August 25-28 2015, 2015.
AbstractKeywordsBiBTeXDOI
Jörgen Ahlberg, Nenad Markuš, Amanda Berg, "Multi-person fever screening using a thermal and a visual camera", Swedish Symposium on Image Analysis, Ystad, Sweden, 17-18 March 2015, 2015.
AbstractKeywordsBiBTeX
Amanda Berg, Kristoffer Öfjäll, Jörgen Ahlberg, Michael Felsberg, "Detecting Rails and Obstacles Using a Train-Mounted Thermal Camera", Image Analysis, Lecture Notes in Computer Science, Vol. 9127, 492-503, 2015.
AbstractKeywordsBiBTeXDOI
2014
Amanda Berg, Jörgen Ahlberg, "Classifying district heating network leakages in aerial thermal imagery", Swedish Symposium on Image Analysis, Svenska sällskapet för automatiserad bildanalys (SSBA), 2014.
AbstractKeywordsBiBTeX
Amanda Berg, Jörgen Ahlberg, "Classification and temporal analysis of district heating leakages in thermal images", Proceedings of The 14th International Symposium on District Heating and Cooling, 2014.
AbstractKeywordsBiBTeX
Amanda Berg, Jörgen Ahlberg, "Classification of leakage detections acquired by airborne thermography of district heating networks", 2014 8th IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS), IAPR Workshop on Pattern Recognition in Remote Sensing, 1-4, 2014.
AbstractKeywordsBiBTeXDOI

Theses

2019
Amanda Berg, "Learning to Analyze what is Beyond the Visible Spectrum", Linköping Studies in Science and Technology. Dissertations, No. 2024, 2019.
AbstractKeywordsBiBTeXDOIFulltext
2016
Amanda Berg, "Detection and Tracking in Thermal Infrared Imagery", Linköping Studies in Science and Technology. Thesis, No. 1744, 2016.
AbstractKeywordsBiBTeXDOIFulltext
The publication list is extracted from the DiVA - Academic Archive Online - publishing system. The extraction software is developed by Johan Wiklund.
Amanda Berg
 

Amanda Berg

Kontakt:

Postadress:
Datorseende
Institutionen för Systemteknik
581 83 Linköping
Tel:
0730663063
Besöksadress:
Hus B, Campus Valla
Rum 2A:465
- bottenvåningen, korridor A,
- mellan ingång B25 och B27

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Informationsansvarig: Amanda Berg
Senast uppdaterad: 2015-06-30