Julian Lorenz, Alexander Pest, Daniel Kienzle, Katja Ludwig and Rainer Lienhart. in press. A fair ranking and new model for panoptic scene graph generation. In Michael Moeller, Francois Bremond, Jovita Lukasik (Eds.). European Conference on Computer Vision (ECCV 2024), Sep 29th - Fri Oct 4th, 2024, MIlano, Italy. Springer, Berlin
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Julian Lorenz, Robin Schön, Katja Ludwig and Rainer Lienhart. in press. A review and efficient implementation of scene graph generation metrics. In Eric Mortensen (Ed.). IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), Jun 17th-21st, 2024, Seattle, WA, USA. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ
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Robin Schön, Julian Lorenz, Katja Ludwig and Rainer Lienhart. in press. Adapting the segment anything model during usage in novel situations. In Eric Mortensen (Ed.). IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), Jun 17th-21st, 2024, Seattle, WA, USA. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ
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Nikolas Klug. 2024. Computing minimal solutions to the ring loading problem. Information Processing Letters 185, 106466. DOI: 10.1016/j.ipl.2023.106466
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Kathrin Baumgartner, Paul Täufer, Michelle Lienhart, Rainer Lienhart and Christoph Westerhausen. 2024. Pulsed surface acoustic waves accelerate wound healing and reveal new parameter limits for cell stimulation in vitro. Journal of Physics D: Applied Physics 57, 15, 155401. DOI: 10.1088/1361-6463/ad18fa
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Daniel Kienzle, Marco Kantonis, Robin Schön and Rainer Lienhart. in press. Segformer++: efficient token-merging strategies for high-resolution semantic segmentation. In IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR) 2024, San Jose, CA, USA, August 7-9, 2024. IEEE, Piscataway, NJ
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Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jegou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matias Nicolas Bossa, Abel Diaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken and Marie-Pierre Revel Dubios. 2024. The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. Medical Image Analysis 97, 103230. DOI: 10.1016/j.media.2024.103230
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Daniel Kienzle, Katja Ludwig, Julian Lorenz and Rainer Lienhart. in press. Towards learning monocular 3D object localization from 2D labels using the physical laws of motion. In Theodora Kontogianni, Akihiro Sugimoto, Gopal Sharma (Eds.). International Conference on 3D Vision 2024, March 18-21, 2024, Davos, Switzerland. IEEE, Piscataway, NJ DOI: 10.48550/arXiv.2310.17462
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Robin Schön, Daniel Kienzle and Rainer Lienhart. in press. WSESeg: introducing a dataset for the segmentation of winter sports equipment with a baseline for interactive segmentation. In 21st International Conference on Content-based Multimedia Indexing, September 18-20, 2024, Reykjavik, Iceland. IEEE, Piscataway, NJ
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Mohamed Benouis, Yekta Said Can and Elisabeth André. 2023. A privacy-preserving multi-task learning framework for emotion and identity recognition from multimodal physiological signals. In 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 10-13 September 2023, Cambridge, MA, USA. IEEE, Piscataway, NJ, 1-8 DOI: 10.1109/aciiw59127.2023.10388160
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Katja Ludwig, Julian Lorenz, Robin Schön and Rainer Lienhart. 2023. All keypoints you need: detecting arbitrary keypoints on the body of triple, high, and long jump athletes. In 2023 IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June 17 2023 to June 24 2023, Vancouver, BC, Canada. IEEE, Piscataway, NJ, 5179-5187 DOI: 10.1109/CVPRW59228.2023.00546
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René Sedlak, Andreas Welscher, Patrick Hannawald, Sabine Wüst, Rainer Lienhart and Michael Bittner. 2023. Analysis of 2D airglow imager data with respect to dynamics using machine learning. Atmospheric Measurement Techniques 16, 12, 3141-3153. DOI: 10.5194/amt-16-3141-2023
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Daniel Kienzle, Julian Lorenz, Robin Schön, Katja Ludwig and Rainer Lienhart. 2023. COVID detection and severity prediction with 3D-ConvNeXt and custom pretrainings. In Leonid Karlinsky, Tomer Michaeli, Ko Nishino (Eds.). Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part VII. Springer, Berlin, 500-516 DOI: 10.1007/978-3-031-25082-8_33
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Katja Ludwig, Daniel Kienzle, Julian Lorenz and Rainer Lienhart. 2023. Detecting arbitrary keypoints on limbs and skis with sparse partly correct segmentation masks. In IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), Jan. 3 2023 to Jan. 7 2023, Waikoloa, HI, USA. IEEE, Piscataway, NJ, 1-10 DOI: 10.1109/WACVW58289.2023.00051
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Julian Lorenz, Florian Barthel, Daniel Kienzle and Rainer Lienhart. 2023. Haystack: a panoptic scene graph dataset to evaluate rare predicate classes. In 2023 IEEE International Conference on Computer Vision Workshops (ICCVW), October 2-6, 2023, Paris, France. IEEE, Piscataway, NJ, 62-70 DOI: 10.1109/ICCVW60793.2023.00013
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Robin Schön, Katja Ludwig and Rainer Lienhart. 2023. Impact of pseudo depth on open world object segmentation with minimal user guidance. In 2023 IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June 17 2023 to June 24 2023, Vancouver, BC, Canada. IEEE, Piscataway, NJ, 4809-4819 DOI: 10.1109/CVPRW59228.2023.00509
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Moritz Einfalt, Katja Ludwig and Rainer Lienhart. 2023. Uplift and upsample: efficient 3D human pose estimation with uplifting transformers. In Tamara Berg, Ryan Farrell, Eric Mortensen (Eds.). IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 2-7 January 2023. IEEE, Piscataway, NJ, 2902-2912 DOI: 10.1109/WACV56688.2023.00292
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Sebastian Scherer, Stephan Brehm and Rainer Lienhart. 2022. Consistency regularization for unsupervised domain adaptation in semantic segmentation. Lecture Notes in Computer Science 13231, 500-511. DOI: 10.1007/978-3-031-06427-2_42
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Stephan Brehm, Florian Barthel and Rainer Lienhart. 2022. Controlling 3D objects in 2D image synthesis. SN Computer Science 4, 1, 48. DOI: 10.1007/s42979-022-01462-w
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Katja Ludwig, Philipp Harzig and Rainer Lienhart. 2022. Detecting arbitrary intermediate keypoints for human pose estimation with vision transformers. In Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, January 4-8, 2022. IEEE, Piscataway, NJ, 663-671 DOI: 10.1109/WACVW54805.2022.00073
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Sebastian Scherer, Robin Schön and Rainer Lienhart. 2022. Pseudo-label noise suppression techniques for semi-supervised semantic segmentation. In 33rd British Machine Vision Conference 2022, BMVC 2022, London, UK, November 21-24, 2022, proceedings. BMVA Press, London, 829-832
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Katja Ludwig, Daniel Kienzle and Rainer Lienhart. 2022. Recognition of freely selected keypoints on human limbs. In Rama Chellappa, Jiri Matas, Long Quan, Mubarak Shah, Eric Mortensen (Eds.). 2022 IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), New Orleans, LA, USA, 19-24 June 2022. IEEE, Piscataway, NJ, 3530-3538 DOI: 10.1109/CVPRW56347.2022.00397
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Stephan Brehm, Sebastian Scherer and Rainer Lienhart. 2022. Semantically consistent image-to-image translation for unsupervised domain adaptation. In Ana Paula Rocha, Luc Steels, Jaap van den Herik (Eds.). ICAART 2022: Proceedings of the 14th International Conference on Agents and Artificial Intelligence, online streaming, 3-5 February 2022, volume 2. SciTePress, Setúbal, 131-141 DOI: 10.5220/0010786000003116
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Philipp Harzig, Moritz Einfalt and Rainer Lienhart. 2022. Synchronized audio-visual frames with fractional positional encoding for transformers in video-to-text translation. In Yannick Berthoumieu, Pascal Frossard, Giuseppe Valenzise, Thomas Maugey (Eds.). 2022 IEEE International Conference on Image Processing (ICIP), 16-19 October 2022, Bordeaux, France. IEEE, Piscataway, NJ, 2041-2045 DOI: 10.1109/ICIP46576.2022.9897804
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Debesh Jha, Sharib Ali, Steven Hicks, Vajira Thambawita, Hanna Borgli, Pia H. Smedsrud, Thomas de Lange, Konstantin Pogorelov, Xiaowei Wang, Philipp Harzig, Minh-Triet Tran, Wenhua Meng, Trung-Hieu Hoang, Danielle Dias, Tobey H. Ko, Taruna Agrawal, Olga Ostroukhova, Zeshan Khan, Muhammad Atif Tahir, Yang Liu, Yuan Chang, Mathias Kirkerød, Dag Johansen, Mathias Lux, Håvard D. Johansen, Michael A. Riegler and Pål Halvorsen. 2021. A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging. Medical Image Analysis 70, 102007. DOI: 10.1016/j.media.2021.102007
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Katja Ludwig, Sebastian Scherer, Moritz Einfalt and Rainer Lienhart. 2021. Self-supervised learning for human pose estimation in sports. In IEEE International Conference on Multimedia and Expo 2021 (ICME), 5-9 July 2021, Shenzhen, China. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/ICMEW53276.2021.9456000
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Sebastian Scherer, Robin Schön, Katja Ludwig and Rainer Lienhart. 2021. Unsupervised domain extension for nighttime semantic segmentation in urban scenes. In Ana Fred, Carlo Sansone and Kurosh Madani (Ed.). Proceedings of the 2nd International Conference on Deep Learning Theory and Applications (DeLTA 2021). SciTePress, Setúbal, 38-47. DOI: 10.5220/0010551500380047
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Katja Ludwig, Andrea Fendt and Bernhard Bauer. 2020. An efficient online heuristic for mobile network slice embedding. In Bruno Chatras, Diego Lopez, Walter Cerroni, Shingo Ata and Noel Crespi (Ed.). 2020 23rd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 24-27 Feb. 2020, Paris, France. IEEE, Piscataway, NJ, 139-143. DOI: 10.1109/icin48450.2020.9059440
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Moritz Einfalt and Rainer Lienhart. 2020. Decoupling video and human motion: towards practical event detection in athlete recordings. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2020, Seattle, WA, USA, June 2020. IEEE, Piscataway, NJ, 3901-3910 DOI: 10.1109/CVPRW50498.2020.00454
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Andrea Fendt, Christian Mannweiler, Katja Ludwig, Lars Christoph Schmelz and Bernhard Bauer. 2020. End-to-end mobile network slice embedding leveraging edge computing. In Pal Varga, Doug Zuckerman, Lisandro Zambenedetti Granville, Peter Orosz and Jérôme François (Ed.). NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, 20-24 April 2020, Budapest, Hungary. IEEE, Piscataway, NJ, 1-7. DOI: 10.1109/NOMS47738.2020.9110442
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Nikolas Klug, Moritz Einfalt, Stephan Brehm and Rainer Lienhart. 2020. Error bounds of projection models in weakly supervised 3D human pose estimation. In 2020 International Conference on 3D Vision (3DV), Fukuoka, Japan, 25-28 November 2020. IEEE, Piscataway, NJ, 898-907 DOI: 10.1109/3DV50981.2020.00100
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Y. Tian, C. Snoek, J. Wang, Z. Liu, Rainer Lienhart and S. Boll. 2020. Guest editorial: multimedia computing with interpretable machine learning. IEEE Transactions on Multimedia 22, 7, 1661-1666. DOI: 10.1109/tmm.2020.2991292
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Stephan Brehm, Sebastian Scherer and Rainer Lienhart. 2020. High-resolution dual-stage multi-level feature aggregation for single image and video deblurring. In Terry Boult, Gerard Medioni, Ramin Zabih, Eric Mortensen and Margaux Masson (Ed.). 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 14-19 June 2020, Seattle, WA, USA. IEEE, Piscataway, NJ, 1872-1881. DOI: 10.1109/cvprw50498.2020.00237
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Stephan Brehm, Philipp Harzig, Moritz Einfalt and Rainer Lienhart. 2020. Learning segmentation from object color. In Jia Li and Shuyuan Zhu (Ed.). 2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 6-8 August 2020, Shenzhen, Guangdong, China. IEEE, Piscataway, NJ, 139-144. DOI: 10.1109/mipr49039.2020.00036
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Katja Ludwig, Moritz Einfalt and Rainer Lienhart. 2020. Robust estimation of flight parameters for ski jumpers. In Shuai Wan, Ce Zhu, Jian Zhang, Jianquan Liu, Shiwen Mao, Wen-Huang Cheng and Jiwen Lu (Ed.). IEEE International Conference on Multimedia and Expo 2020 (ICME), London, UK, 6-10 July 2020. IEEE, Piscataway, NJ, 1-6. DOI: 10.1109/ICMEW46912.2020.9105973
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Philipp Harzig, Moritz Einfalt, Katja Ludwig and Rainer Lienhart. 2020. Transforming Videos to Text (VTT Task) Team: MMCUniAugsburg. In TREC Video Retrieval Evaluation (TRECVID) 2020, virtual, 8-11 December 2020.
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Philipp Harzig, Yan-Ying Chen, Francine Chen and Rainer Lienhart. 2019. Addressing data bias problems for chest x-ray image report generation. In 30th British Machine Vision Conference, 9 - 12 September 2019, Cardiff, UK.
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Philipp Harzig, Moritz Einfalt and Rainer Lienhart. 2019. Automatic disease detection and report generation for gastrointestinal tract examinations. In Laurent Amsaleg, Benoit Huet, Martha Larson, Guillaume Gravier, Hayley Hung, Chong-Wah Ngo and Wei Tsang Ooi (Ed.). MM '19: The 27th ACM International Conference on Multimedia, Nice, France, October, 2019. ACM Press, New York, NY, 2573-2577. DOI: 10.1145/3343031.3356066
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Moritz Einfalt, Rainer Lienhart, Matthew Lee and Lyndon Kennedy. 2019. Detecting speech impairments from temporal Visual facial features of aphasia patients. In IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 28 - 30 March 2019, San Jose, CA, USA. IEEE, Piscataway, NJ, 103-108. DOI: 10.1109/MIPR.2019.00026
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Moritz Einfalt, Charles Dampeyrou, Dan Zecha and Rainer Lienhart. 2019. Frame-level event detection in athletics videos with pose-based convolutional sequence networks. In Rainer Lienhart, Thomas B. Moeslund and Hideo Saito (Ed.). MM '19: The 27th ACM International Conference on Multimedia, Nice, France, October, 2019. ACM Press, New York, NY, 42-50. DOI: 10.1145/3347318.3355525
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Philipp Harzig, Dan Zecha, Rainer Lienhart, Carolin Kaiser and René Schallner. 2019. Image captioning with clause-focused metrics in a multi-modal setting for marketing. In IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 28 - 30 March 2019, San Jose, CA, USA. IEEE, Piscataway, NJ, 419-424. DOI: 10.1109/MIPR.2019.00085
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Dan Zecha, Moritz Einfalt, Christian Eggert and Rainer Lienhart. 2019. Kinematic pose rectification for performance analysis and retrieval in sports. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 18 - 22 June 2018, Salt Lake City, UT, USA. IEEE, Piscataway, NJ, 1872-1880. DOI: 10.1109/CVPRW.2018.00232
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Guan-Ming Su, Chengcui Zhang, Haohong Wang, Min Chen, Mohan Kankanhalli and Rainer Lienhart. 2019. Pushing the boundary of multimedia big data: an overview of IEEE MIPR. IEEE MultiMedia 26, 2, 87-91. DOI: 10.1109/mmul.2019.2916957
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Dan Zecha, Moritz Einfalt and Rainer Lienhart. 2019. Refining joint locations for human pose tracking in sports videos. In Larry Davis, Philip Torr, Song-Chun Zhu, William Brendel and Mohamed R. Amer (Ed.). 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Long Beach, CA, USA, 16-17 June 2019. IEEE, Piscataway, NJ, 2524-2532. DOI: 10.1109/CVPRW.2019.00308
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Nikolas Klug, Alok Chauhan, V. Vijayakumar and Ramesh Ragala. 2019. k-RNN: Extending NN-heuristics for the TSP. Mobile Networks and Applications 24, 4, 1210-1213. DOI: 10.1007/s11036-019-01258-y
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Dan Zecha, Christian Eggert, Moritz Einfalt, Stephan Brehm and Rainer Lienhart. 2018. A convolutional sequence to sequence model for multimodal dynamics prediction in ski jumps. In Proceedings of the 1st International Workshop on Multimedia Content Analysis in Sports - MMSports'18, October 26 - 26, 2018, Seoul, Republic of Korea. ACM Press, New York, USA, 11-19. DOI: 10.1145/3265845.3265855
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Moritz Einfalt, Dan Zecha and Rainer Lienhart. 2018. Activity-conditioned continuous human pose estimation for performance analysis of athletes using the example of swimming. In Anthony Hoogs, Simon McCloskey, Gérard Medioni, Kristin Dana, Tal Hasner, Xiaoming Liu and Rahul Sukthankar (Ed.). IEEE Winter Conference on Applications of Computer Vision (WACV), 12 - 15 March 2018, Lake Tahoe, NV, USA. IEEE, Piscataway, NJ, 446-455. DOI: 10.1109/wacv.2018.00055
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Rainer Lienhart, Moritz Einfalt and Dan Zecha. 2018. Mining automatically estimated poses from video recordings of top athletes. International Journal of Computer Science in Sport 17, 2, 94-112. DOI: 10.2478/ijcss-2018-0005
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Philipp Harzig, Stephan Brehm, Rainer Lienhart, Carolin Kaiser and Rene Schallner. 2018. Multimodal image captioning for marketing analysis. In IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 10-12 April 2018, Miami, FL, USA. IEEE, Piscataway, NJ, 158-161. DOI: 10.1109/mipr.2018.00035
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Philipp Harzig, Christian Eggert and Rainer Lienhart. 2018. Visual question answering with a hybrid convolution recurrent model. In Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval - ICMR '18, June 11 - 14, 2018, Yokohama, Japan. ACM Press, New York, USA, 318-325. DOI: 10.1145/3206025.3206054
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Christian Eggert, Stephan Brehm, Anton Winschel, Dan Zecha and Rainer Lienhart. 2017. A closer look: small object detection in faster R-CNN. In IEEE International Conference on Multimedia and Expo (ICME), 10-14 July 2017, Hong Kong, China. IEEE, Piscataway, NJ, 421-426. DOI: 10.1109/icme.2017.8019550
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Christian Eggert, Dan Zecha, Stephan Brehm and Rainer Lienhart. 2017. Improving small object proposals for company logo detection. In Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval - ICMR '17, June 06 - 09, 2017, Bucharest, Romania. ACM Press, New York, USA, 167-174. DOI: 10.1145/3078971.3078990
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Dan Zecha, Christian Eggert and Rainer Lienhart. 2017. Pose estimation for deriving kinematic parameters of competitive swimmers. In Mustafa Jaber and Grigorios Tsagkatakis (Ed.). Computer Vision Applications in Sports: IS & T International Symposium on Electronic Imaging Science and Technology 2017, 29 January - 2 February 2017, Burlingame, California, USA. Curran Associates, Inc., Red Hook, NY
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Christian Eggert, Anton Winschel, Dan Zecha and Rainer Lienhart. 2016. Saliency-guided selective magnification for company logo detection. In 23rd International Conference on Pattern Recognition (ICPR), 4 - 8 December 2016, Cancun, Mexico. IEEE, Piscataway, NJ, 651-656. DOI: 10.1109/icpr.2016.7899708
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Christian X. Ries, Fabian Richter and Rainer Lienhart. 2016. Towards automatic bounding box annotations from weakly labeled images. Multimedia Tools and Applications 75, 11, 6091-6118. DOI: 10.1007/s11042-014-2434-z
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Alexander Schiendorfer, Christoph Lassner, Gerrit Anders, Wolfgang Reif and Rainer Lienhart. 2015. Active learning for model abstraction. In 3rd International Workshop on „Self-optimisation in Autonomic and Organic Computing Systems" (SAOS15), 24 - 27 March 2015, Porto, Portugal.
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Fabian Richter, Christian X. Ries and Rainer Lienhart. 2015. Evaluation of discriminative models for the reconstruction of hand-torn documents. In Daniel Cremers, Ian Reid, Hideo Saito and Ming-Hsuan Yang (Ed.). Computer Vision - ACCV 2014: 12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014. Springer, Cham (Lecture Notes in Computer Science ; 9005) (Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 9005), 671-686. DOI: 10.1007/978-3-319-16811-1_44
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Fabian Richter, Christian Eggert and Rainer Lienhart. 2015. Fisher vector encoding of micro color features for (real world) jigsaw puzzles. In 13th International Conference on Document Analysis and Recognition (ICDAR), 23 - 26 August 2015, Tunis, Tunisia. IEEE, Piscataway, NJ, 521-525. DOI: 10.1109/icdar.2015.7333816
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Zheng-Jun Zha, Yan Liu, Shin’ichi Satoh, Xinguo Yu and Rainer Lienhart. 2015. Guest editorial: selected papers from ICIMCS 2012. Multimedia Systems 21, 3, 243-244. DOI: 10.1007/s00530-015-0461-x
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Dan Zecha and Rainer Lienhart. 2015. Key-pose prediction in cyclic human motion. In Bir Bhanu, Gerard Medioni, Rakesh (Teddy) Kumar and Dorin Comaniciu (Ed.). IEEE Winter Conference on Applications of Computer Vision, 5 - 9 January 2015, Waikoloa, HI, USA. IEEE, Piscataway, NJ, 86-93. DOI: 10.1109/wacv.2015.19
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Christoph Lassner and Rainer Lienhart. 2015. Norm-induced entropies for decision forests. In IEEE Winter Conference on Applications of Computer Vision, 5 - 9 January 2015, Waikoloa, HI, USA. IEEE, Piscataway, NJ, 968-975. DOI: 10.1109/wacv.2015.134
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Christian Eggert, Anton Winschel and Rainer Lienhart. 2015. On the benefit of synthetic data for company logo detection. In Proceedings of the 23rd ACM international conference on Multimedia - MM '15, October 26 - 30, 2015, Brisbane, Australia. ACM Press, New York, USA, 1283-1286. DOI: 10.1145/2733373.2806407
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Christoph Lassner and Rainer Lienhart. 2015. The fertilized forests decision forest library. In Proceedings of the 23rd ACM international conference on Multimedia - MM '15, October 26 - 30, 2015, Brisbane, Australia. ACM Press, New York, USA, 681-684. DOI: 10.1145/2733373.2807407
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Christian X. Ries, Fabian Richter, Stefan Romberg and Rainer Lienhart. 2014. Automatic object annotation from weakly labeled data with latent structured SVM. In 12th International Workshop on Content-Based Multimedia Indexing (CBMI), 18-20 June 2014, Klagenfurt, Austria. IEEE, Piscataway, NJ, 1-4. DOI: 10.1109/cbmi.2014.6849838
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Christian Eggert, Stefan Romberg and Rainer Lienhart. 2014. Improving VLAD: hierarchical coding and a refined local coordinate system. In IEEE International Conference on Image Processing (ICIP), 27 - 30 October 2014, Paris, France. IEEE, Piscataway, NJ, 3018-3022. DOI: 10.1109/icip.2014.7025610
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Fabian Richter, Christian X. Ries, Stefan Romberg and Rainer Lienhart. 2014. Partial contour matching for document pieces with content-based prior. In IEEE International Conference on Multimedia and Expo (ICME), 14 - 18 July 2014, Chengdu, China. IEEE, Piscataway, NJ, 1-6. DOI: 10.1109/icme.2014.6890237
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Stefan Romberg and Rainer Lienhart. 2013. Bundle min-hashing for logo recognition. In Proceedings of the 3rd ACM conference on International conference on multimedia retrieval - ICMR '13, April 16 - 20, 2013, Dallas, Texas, USA. ACM Press, New York, USA, 113-120. DOI: 10.1145/2461466.2461486
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Stefan Romberg and Rainer Lienhart. 2013. Bundle min-hashing: speeded-up object retrieval. International Journal of Multimedia Information Retrieval 2, 4, 243-259. DOI: 10.1007/s13735-013-0040-x
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Fabian Richter, Christian X. Ries, Nicolas Cebron and Rainer Lienhart. 2013. Learning to reassemble shredded documents. IEEE Transactions on Multimedia 15, 3, 582-593. DOI: 10.1109/tmm.2012.2235415
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Christoph Lassner and Rainer Lienhart. 2013. Methods and applications for distance based ANN training. In 12th International Conference on Machine Learning and Applications, 4 - 7 December 2013, Miami, FL, USA. IEEE, Piscataway, NJ, 146-151. DOI: 10.1109/icmla.2013.120
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Christian X. Ries, Fabian Richter and Rainer Lienhart. 2013. Towards automatic object annotations from global image labels. In Proceedings of the 3rd ACM conference on International conference on multimedia retrieval - ICMR '13, April 16 - 20, 2013, Dallas, Texas, USA. ACM Press, New York, USA, 207-214. DOI: 10.1145/2461466.2461501
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Christian X. Ries and Rainer Lienhart. 2012. A survey on visual adult image recognition. Multimedia Tools and Applications 69, 3, 661-688. DOI: 10.1007/s11042-012-1132-y
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Nicolas Cebron. 2012. Active improvement of hierarchical object features under budget constraints. Frontiers of Computer Science 6, 2, 143-153. DOI: 10.1007/s11704-012-2857-5
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Nicolas Cebron, Fabian Richter and Rainer Lienhart. 2012. Decision tree induction from counterexamples. In Pedro Latorre Carmona (Ed.). Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, 6 - 8 February 2012, Vilamoura, Algarve, Portugal. SciTePress, 525-528. DOI: 10.5220/0003730405250528
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Christian X. Ries and Rainer Lienhart. 2012. Deriving a discriminative color model for a given object class from weakly labeled training data. In Proceedings of the 2nd ACM International Conference on Multimedia Retrieval - ICMR '12,June 05 - 08, 2012, Hong Kong, China. ACM Press, New York, USA, 44. DOI: 10.1145/2324796.2324848
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J. Schels, J. Liebelt and Rainer Lienhart. 2012. Learning an object class representation on a continuous viewsphere. In IEEE Conference on Computer Vision and Pattern Recognition, 16 - 21 June 2012, Providence, RI, USA. IEEE, Piscataway, NJ, 3170-3177. DOI: 10.1109/cvpr.2012.6248051
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Stefan Romberg, Rainer Lienhart and Eva Hörster. 2012. Multimodal image retrieval: fusing modalities with multilayer multimodal pLSA. International Journal of Multimedia Information Retrieval 1, 1, 31-44. DOI: 10.1007/s13735-012-0006-4
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Stefan Romberg, Moritz August, Christian X. Ries and Rainer Lienhart. 2012. Robust feature bundling. In Weisi Lin, Dong Xu, Anthony Ho, Jianxin Wu, Ying He, Jianfei Cai, Mohan Kankanhalli and Ming-Ting Sun (Ed.). Advances in Multimedia Information Processing – PCM 2012: 13th Pacific-Rim Conference on Multimedia, Singapore, December 4-6, 2012. Springer, Berlin (Lecture Notes in Computer Science ; 7674), 45-56. DOI: 10.1007/978-3-642-34778-8_5
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Robert Lorenz, Markus Huber, Christoph Etzel and Dan Zecha. 2012. SYNOPS – generation of partial languages and synthesis of Petri nets. In Lawrence Cabac, Michael Duvigneau, Daniel Moldt (Eds.). PNSE-2012 - Petri Nets and Software Engineering 2012: Proceedings of the International Workshop on Petri Nets and Software Engineering, Hamburg, Germany, June 25-26, 2012. CEUR-WS, 237-252
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Johannes Schels, Jorg Liebelt, Klaus Schertler and Rainer Lienhart. 2011. Building a semantic part-based object class detector from synthetic 3D models. In IEEE International Conference on Multimedia and Expo, 11 - 15 July 2011, Barcelona, Spain. IEEE, Piscataway, NJ, 1-6. DOI: 10.1109/icme.2011.6011850
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Stefan Romberg, Lluis Garcia Pueyo, Rainer Lienhart and Roelof van Zwol. 2011. Scalable logo recognition in real-world images. In Proceedings of the 1st ACM International Conference on Multimedia Retrieval - ICMR '11, April 18 - 20, 2011, Trento, Italy. ACM Press, New York, USA, 25. DOI: 10.1145/1991996.1992021
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Johannes Schels, Joerg Liebelt and Rainer Lienhart. 2011. Self-calibrating 3D context for retrieving people with luggage. In Zhengyou Zhang and Marc Pollefeys (Ed.). IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 6 - 13 November 2011, Barcelona, Spain. IEEE, Piscataway, NJ, 1920-1927. DOI: 10.1109/iccvw.2011.6130483
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Johannes Schels, Jörg Liebelt, Klaus Schertler and Rainer Lienhart. 2011. Synthetically trained multi-view object class and viewpoint detection for advanced image retrieval. In Proceedings of the 1st ACM International Conference on Multimedia Retrieval - ICMR '11, April 18 - 20, 2011, Trento, Italy. ACM Press, New York, USA, 3. DOI: 10.1145/1991996.1991999
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Nicolas Cebron, Fabian Richter and Rainer Lienhart. 2011. Towards learning with complementary labels. In International Classification Conference (ICC), 11 - 15 July 2011, St. Andrews, Scotland.
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Thomas Greif and Rainer Lienhart. 2010. A kinematic model for Bayesian tracking of cyclic human motion. In Amir Said, Onur G. Guleryuz (Eds.). Visual Information Processing and Communication: IS&T / SPIE Electronic Imaging, 17-21 January 2010, San Jose, California, USA. SPIE, Bellingham, WA, 75430K DOI: 10.1117/12.838788
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Nicolas Cebron. 2010. Active improvement of hierarchical object features under budget constraints. In Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos and Xindong Wu (Ed.). IEEE International Conference on Data Mining, 13-17 Dec. 2010, Sydney, NSW, Australia. IEEE, Piscataway, NJ, 761-766. DOI: 10.1109/icdm.2010.74
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Nicolas Cebron and Michael R. Berthold. 2010. Active learning in parallel universes. In Jimmy Huang, Nick Koudas, Gareth Jones, Xindong Wu, Kevyn Collins-Thompson and Aijun An (Ed.). Proceedings of the 19th ACM international conference on Information and knowledge management - CIKM '10, October 26 - 30, 2010, Toronto, ON, Canada. ACM Press, New York, NY, 1621-1624. DOI: 10.1145/1871437.1871688
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Thomas Gloe, Nicolas Cebron and Rainer Böhme. 2010. An ML perspective on feature-based forensic camera model identification. In Pattern Recognition for IT Security: workshop held on September 21, 2010 in Darmstadt in conjunction with the 32nd Annual Symposium of the German Association for Pattern Recognition (DAGM 2010).
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Christian X. Ries and Rainer Lienhart. 2010. Automatic pose initialization of swimmers in videos. In Amir Said, Onur G. Guleryuz (Eds.). Visual Information Processing and Communication: IS&T / SPIE Electronic Imaging, 17-21 January 2010, San Jose, California, USA. SPIE, Bellingham, WA, 75430J DOI: 10.1117/12.838727
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Fabian Richter, Stefan Romberg, Eva Hörster and Rainer Lienhart. 2010. Leveraging community metadata for multimodal image ranking. Multimedia Tools and Applications 56, 1, 35-62. DOI: 10.1007/s11042-010-0554-7
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Ina Döhring and Rainer Lienhart. 2010. Mining TV broadcasts 24/7 for recurring video sequences. In Video Search and Mining. Springer, Berlin [u.a.] (Studies in Computational Intelligence ; 287), 327-356. DOI: 10.1007/978-3-642-12900-1_13
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Nicolas Cebron. 2010. Towards learning with objects in a hierarchical representation. In Ana Fred and Joaquim Filipe (Ed.). Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, October 25-28, 2010, in Valencia, Spain - Volume 1: KDIR. SciTePress, Setúbal, 326-329.
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Thomas Greif and Rainer Lienhart. 2009. Automatische Schwimmerverfolgung und Segmentierung. In Martin Lames, Claudia Augste, Christoph Dreckmann, Karsten Görsdorf and Malte Siegle (Ed.). Gegenstand und Anwendungsfelder der Sportinformatik: Symposium der dvs-Sektion Sportinformatik vom 22. - 24. Mai 2008 in Augsburg. Czwalina, Hamburg (Schriften der Deutschen Vereinigung für Sportwissenschaft ; 189), 183-188.
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Eva Hörster and Rainer Lienhart. 2009. Optimal placement of multiple visual sensors. In Hamid K. Aghajan and Andrea Cavallaro (Ed.). Multi-camera networks: principles and applications. Academic Press, Burlington, MA, 117-138.
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Eva Hörster and Rainer Lienhart. 2008. Deep networks for image retrieval on large-scale databases. In Proceeding of the 16th ACM international conference on Multimedia - MM '08, October 26 - 31, 2008, Vancouver, British Columbia, Canada. ACM Press, New York, USA, 643-646. DOI: 10.1145/1459359.1459449
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Simon Hoffmann and Rainer Lienhart. 2008. OpenMP: eine Einführung in die parallele Programmierung mit C/C++. Springer, Berlin [u.a.] (Informatik im Fokus). DOI: 10.1007/978-3-540-73123-8
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Alan Hanjalic, Rainer Lienhart, Wei-Ying Ma and John R. Smith. 2008. The holy grail of multimedia information retrieval: so close or yet so far away?. Proceedings of the IEEE 96, 4, 541-547. DOI: 10.1109/jproc.2008.916338
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Ina Dohring and Rainer Lienhart. 2007. Fast and effective features for recognizing recurring video clips in very large databases. In 14th International Conference of Image Analysis and Processing - Workshops (ICIAPW 2007), 10 - 13 September 2007, Modena, Italy. IEEE, Piscataway, NJ, 65-70. DOI: 10.1109/iciapw.2007.26
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Rainer Lienhart and Malcolm Slaney. 2007. PLSA on large scale image databases. In IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07, 15 - 20 April 2007, Honolulu, HI, USA. IEEE, Piscataway, NJ, 1217-1220. DOI: 10.1109/icassp.2007.367295
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Eva Hörster, Jochen Lux and Rainer Lienhart. 2007. Recognizing persons in images by learning from videos. Multimedia Content Access: Algorithms and Systems 65060D. DOI: 10.1117/12.705200
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C. G. v. d. Boogaart and Rainer Lienhart. 2006. Audio brush: a tool for computer-assisted smart audio editing. In Proceedings of the 1st ACM workshop on Audio and music computing multimedia - AMCMM '06, October 27 - 27 2006, Santa Barbara, California, USA. ACM Press, New York, USA, 115-124. DOI: 10.1145/1178723.1178741
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Eva Hörster and Rainer Lienhart. 2006. Calibrating and optimizing poses of visual sensors in distributed platforms. Multimedia Systems 12, 3, 195-210. DOI: 10.1007/s00530-006-0057-6
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E. Horster, Rainer Lienhart, W. Kellermann and J.-Y. Bouguet. 2006. Calibrating visual sensors and actuators in distributed platforms. In Computer Vision for Interactive and Intelligent Environment (CVIIE'05), 17 - 18 November 2005, Lexington, KY, USA. IEEE, Piscataway, NJ, 39-50. DOI: 10.1109/cviie.2005.2
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E. Hörster and Rainer Lienhart. 2006. On the optimal placement of multiple visual sensors. In Jake K. Aggarwal, Rita Cucchiara and Andrea Prati (Ed.). Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks - VSSN '06, October 2006, Santa Barbara, CA, USA. ACM Press, New York, NY, 111-120. DOI: 10.1145/1178782.1178800
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Rainer Lienhart, I. Kozintsev, D. Budnikov, I. Chikalov and V. C. Raykar. 2006. Providing common time and space in distributed AV-sensor networks by self-calibration. In Yap-Peng Tan, Kim Hui Yap and Lipo Wang (Ed.). Intelligent multimedia processing with soft computing. Springer, Berlin [u.a.] (Studies in Fuzziness and Soft Computing ; 168), 453-473. DOI: 10.1007/3-540-32367-8_21
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Rainer Lienhart and Eva Hörster. 2006. Results of the algorithm competition on foreground segmentation at VSSN06. In Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks - VSSN '06, October 27 - 27 2006, Santa Barbara, California, USA.
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V.C. Raykar, I.V. Kozintsev and Rainer Lienhart. 2005. Position calibration of microphones and loudspeakers in distributed computing platforms. IEEE Transactions on Speech and Audio Processing 13, 1, 70-83. DOI: 10.1109/tsa.2004.838540
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Rainer Lienhart and J. Maydt. 2003. An extended set of Haar-like features for rapid object detection. In Proceedings: International Conference on Image Processing, 22-25 Sept. 2002, Rochester, NY, USA. IEEE, Piscataway, NJ, I-900-I-903. DOI: 10.1109/icip.2002.1038171
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Rainer Lienhart, Alexander Kuranov and Vadim Pisarevsky. 2003. Empirical analysis of detection cascades of boosted classifiers for rapid object detection. Lecture Notes in Computer Science 2781, 297-304. DOI: 10.1007/978-3-540-45243-0_39
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Rainer Lienhart. 2003. Video OCR: a survey and practitioner's guide. In A. Rosenfeld, D. Doermann and D. DeMenthon (Ed.). Video Mining. Springer, Boston, MA (The Springer International Series in Video Computing ; 6), 155-183. DOI: 10.1007/978-1-4757-6928-9_6
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Rainer Lienhart and A. Wernicke. 2002. Localizing and segmenting text in images and videos. IEEE Transactions on Circuits and Systems for Video Technology 12, 4, 256-268. DOI: 10.1109/76.999203
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Rainer Lienhart. 1999. Comparison of automatic shot boundary detection algorithms. In Minerva M. Yeung, Boon-Lock Yeo and Charles A. Bouman (Ed.). Storage and Retrieval for Image and Video Databases VII. SPIE, Bellingham, WA (Proceedings of SPIE ; 3656), 290-301. DOI: 10.1117/12.333848
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Rainer Lienhart, Silvia Pfeiffer and Wolfgang Effelsberg. 1997. Video abstracting. Communications of the ACM 40, 12, 54-62. DOI: 10.1145/265563.265572
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