Publications

• 2023

  KOHÚT, J.; HRADIŠ, M. Finetuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition. In Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science. Lecture Notes in Computer Science. San José: Springer Nature Switzerland AG, 2023. p. 269-286. ISBN: 978-3-031-41684-2. ISSN: 0302-9743.
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  KOHÚT, J.; HRADIŠ, M.; KIŠŠ, M. Towards Writing Style Adaptation in Handwriting Recognition. In Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science. Lecture Notes in Computer Science. San José: Springer Nature Switzerland AG, 2023. p. 377-394. ISBN: 978-3-031-41684-2. ISSN: 0302-9743.
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  KIŠŠ, M.; HRADIŠ, M.; BENEŠ, K.; BUCHAL, P.; KULA, M. SoftCTC-semi-supervised learning for text recognition using soft pseudo-labels. International Journal on Document Analysis and Recognition, 2023, vol. 2024, no. 27, p. 177-193. ISSN: 1433-2825.
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• 2022

  KIŠŠ, M.; KOHÚT, J.; BENEŠ, K.; HRADIŠ, M. Importance of Textlines in Historical Document Classification. In Uchida, S., Barney, E., Eglin, V. (eds) Document Analysis Systems. Lecture Notes in Computer Science. La Rochelle: Springer Nature Switzerland AG, 2022. p. 158-170. ISBN: 978-3-031-06554-5.
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  DVOŘÁKOVÁ, M.; HRADIŠ, M.; ŽABIČKA, P.; KOHÚT, J.; KIŠŠ, M.; BENEŠ, K. Využití PERO OCR při přepisu rukopisů. Archivní časopis, 2022, vol. 72, no. 1, p. 14-27. ISSN: 0004-0398.
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• 2021

  KOHÚT, J.; HRADIŠ, M. TS-Net: OCR Trained to Switch Between Text Transcription Styles. In Lladós J., Lopresti D., Uchida S. (eds) Document Analysis and Recognition - ICDAR 2021. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Lausanne: Springer Nature Switzerland AG, 2021. p. 478-493. ISBN: 978-3-030-86336-4. ISSN: 0302-9743.
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  KIŠŠ, M.; BENEŠ, K.; HRADIŠ, M. AT-ST: Self-Training Adaptation Strategy for OCR in Domains with Limited Transcriptions. In Lladós J., Lopresti D., Uchida S. (eds) Document Analysis and Recognition - ICDAR 2021. Lecture Notes in Computer Science. Lausanne: Springer Nature Switzerland AG, 2021. p. 463-477. ISBN: 978-3-030-86336-4.
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  KODYM, O.; HRADIŠ, M. Page Layout Analysis System for Unconstrained Historic Documents. In Lladós J., Lopresti D., Uchida S. (eds) Document Analysis and Recognition - ICDAR 2021. Lecture Notes in Computer Science. Lausanne: Springer Nature Switzerland AG, 2021. p. 492-506. ISBN: 978-3-030-86330-2.
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  KODYM, O.; HRADIŠ, M. TG2: text-guided transformer GAN for restoring document readability and perceived quality. International Journal on Document Analysis and Recognition, 2021, vol. 2021, no. 1, p. 1-14. ISSN: 1433-2825.
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• 2020

  MLÍCH, J.; KOPLÍK, K.; HRADIŠ, M.; ZEMČÍK, P. Fire Segmentation in Still Images. In Springer International Publishing. Lecture Notes in Computer Science. Auckland: Springer International Publishing, 2020. p. 27-37. ISBN: 978-3-030-40605-9.
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  KIŠŠ, M.; HRADIŠ, M.; KODYM, O. Brno Mobile OCR Dataset. In Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. Sydney: Institute of Electrical and Electronics Engineers, 2020. p. 1352-1357. ISBN: 978-1-7281-3015-6.
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  KOLÁŘ, M.; HRADIŠ, M.; ZEMČÍK, P. Capturing Fonts in the Wild. Smart Tools and Apps for Graphics - Eurographics Italian Chapter Conference. Eurographics Association, 2020. p. 0-0. ISBN: 978-3-03868-124-3.
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  BÍLKOVÁ, Z.; HRADIŠ, M. Perceptual license plate super-resolution with CTC loss. In IS and T International Symposium on Electronic Imaging Science and Technology. Springfield, USA: Society for Imaging Science and Technology, 2020. p. 52-57. ISSN: 2470-1173.
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• 2019

  VEĽAS, M.; ŠPANĚL, M.; HRADIŠ, M.; HEROUT, A. Convolutional Neural Networks for the Odometry Estimation. Journal of Intelligent and Robotics Systems, 2019, vol. 2019, no. 93, p. 1-22. ISSN: 0921-0296.
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• 2018

  VEĽAS, M.; ŠPANĚL, M.; HRADIŠ, M.; HEROUT, A. CNN for IMU Assisted Odometry Estimation using Velodyne LiDAR. In IEEE International Conference on Autonomous Robot Systems and Competitions. Torres Vedras: Institute of Electrical and Electronics Engineers, 2018. p. 71-77. ISBN: 978-1-5386-5221-3. ISSN: 2573-9387.
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  VEĽAS, M.; ŠPANĚL, M.; HRADIŠ, M.; HEROUT, A. CNN for Very Fast Ground Segmentation in Velodyne LiDAR Data. In IEEE International Conference on Autonomous Robot Systems and Competitions. Torres Vedras: Institute of Electrical and Electronics Engineers, 2018. p. 97-103. ISBN: 978-1-5386-5221-3.
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  BUITELAAR, P.; WOOD, I.; NEGI, S.; ARCAN, M.; MCCRAE, J.; ABELE, A.; ROBIN, C.; ANDRYUSHECHKIN, V.; ZIAD, H.; SAGHA, H.; SCHMITT, M.; SCHULLER, B.; SÁNCHEZ-RADA, J.; IGLESIAS, C.; NAVARRO, C.; GIEFER, A.; HEISE, N.; MASUCCI, V.; DANZA, F.; CATERINO, C.; SMRŽ, P.; HRADIŠ, M.; POVOLNÝ, F.; KLIMEŠ, M.; MATĚJKA, P.; TUMMARELLO, G. MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis. IEEE TRANSACTIONS ON MULTIMEDIA, 2018, vol. 20, no. 9, p. 2454-2465. ISSN: 1520-9210.
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• 2016

  SVOBODA, P.; HRADIŠ, M.; BAŘINA, D.; ZEMČÍK, P. Compression Artifacts Removal Using Convolutional Neural Networks. Journal of WSCG, 2016, vol. 24, no. 2, p. 63-72. ISSN: 1213-6972.
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  KOLÁŘ, M.; HRADIŠ, M.; ZEMČÍK, P. Deep Learning on Small Datasets using Online Image Search. In Proceedings of 32nd Spring Conference on Computer Graphics. Proceeding of Spring Conference on Computer Graphics. Bratislava: Comenius University in Bratislava, 2016. p. 87-93. ISBN: 978-1-4503-3693-2. ISSN: 1335-5694.
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  SVOBODA, P.; HRADIŠ, M.; MARŠÍK, L.; ZEMČÍK, P. CNN for license plate motion deblurring. In IEEE International Conference on Image Processing (ICIP). Phoenix: IEEE Signal Processing Society, 2016. p. 3832-3836. ISBN: 978-1-4673-9961-6.
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  POVOLNÝ, F.; MATĚJKA, P.; HRADIŠ, M.; POPKOVÁ, A.; OTRUSINA, L.; SMRŽ, P.; WOOD, I.; ROBIN, C.; LAMEL, L. Multimodal Emotion Recognition for AVEC 2016 Challenge. In AVEC '16 Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge. Amsterdam: Association for Computing Machinery, 2016. p. 75-82. ISBN: 978-1-4503-4516-3.
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• 2015

  BERAN, V.; KAPINUS, M.; KLICNAR, L.; MATERNA, Z.; HRADIŠ, M.; FRÖML, V.; VOLF, T.; MRÁČEK, Š.; ZENDULKA, J.; ZEMČÍK, P. VideoTerror demonstrator. Event-based Video Analytic Tool (EVIDANT). Technical Report FIT - VG20102015006 - 2015 - 02, Brno: 2015. p. 0-0.
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  HRADIŠ, M.; KOTERA, J.; ZEMČÍK, P.; ŠROUBEK, F. Convolutional Neural Networks for Direct Text Deblurring. Proceedings of BMVC 2015. Swansea: The British Machine Vision Association and Society for Pattern Recognition, 2015. p. 1-13. ISBN: 1-901725-53-7.
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  ČADÍK, M.; VAŠÍČEK, J.; HRADIŠ, M.; RADENOVIĆ, F.; CHUM, O. Camera Elevation Estimation from a Single Mountain Landscape Photograph. In British Machine Vision Conference 2015. Swansea: The British Machine Vision Association and Society for Pattern Recognition, 2015. p. 1-12. ISBN: 978-1-901725-53-7.
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  HRADIŠ, M.; KOLÁŘ, M.; ZEMČÍK, P. Image Captioning with Semantically Similar Images. Ithaca: 2015. p. 0-0.
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• 2013

  ZEMČÍK, P.; JURÁNEK, R.; MUSIL, M.; MUSIL, P.; HRADIŠ, M. High Performance Architecture for Object Detection in Streamed Videos. Proceedings of FPL 2013. Porto: IEEE Circuits and Systems Society, 2013. p. 1-4. ISBN: 978-1-4799-0004-6.
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• 2012

  BEDNAŘÍK, R.; EIVAZI, S.; HRADIŠ, M. Gaze and Conversational Engagement in Multiparty Video Conversation: An annotation scheme and classification. 4th Workshop on Eye Gaze in Intelligent Human Machine Interaction. Santa Monica: Association for Computing Machinery, 2012. p. 1-5. ISBN: 978-1-4503-1516-6.
  Detail

  HRADIŠ, M.; KOLÁŘ, M.; KRÁL, J.; LÁNÍK, A.; ZEMČÍK, P.; SMRŽ, P. Annotating images with suggestions - user study of a tagging system. Advanced Concepts for Intelligent Vision Systems. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Brno: Springer Verlag, 2012. p. 155-166. ISBN: 978-3-642-33139-8. ISSN: 0302-9743.
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  JURÁNEK, R.; HRADIŠ, M.; ZEMČÍK, P. Real-time Algorithms of Object Detection with Classifiers. In Real-Time System. Rijeka: InTech - Open Access Publisher, 2012. p. 1-22. ISBN: 9789535105107.
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  HRADIŠ, M.; EIVAZI, S.; BEDNAŘÍK, R. Voice activity detection in video mediated communication from gaze. ETRA '12 Proceedings of the Symposium on Eye Tracking Research and Applications. Santa Barbara: Association for Computing Machinery, 2012. p. 329-332. ISBN: 978-1-4503-1221-9.
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  HRADIŠ, M.; ŘEZNÍČEK, I.; BEHÚŇ, K. Semantic Class Detectors in Video Genre Recognition. Proceedings of VISAPP 2012. Rome: SciTePress - Science and Technology Publications, 2012. p. 640-646. ISBN: 978-989-8565-03-7.
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  BEDNAŘÍK, R.; VRZÁKOVÁ, H.; HRADIŠ, M. What you want to do next: A novel approach for intent prediction in gaze-based interaction. ETRA '12 Proceedings of the Symposium on Eye Tracking Research and Applications. Santa Barbara: Association for Computing Machinery, 2012. p. 83-90. ISBN: 978-1-4503-1221-9.
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  HEROUT, A.; HRADIŠ, M.; ZEMČÍK, P. EnMS: Early non-Maxima Suppression. PATTERN ANALYSIS AND APPLICATIONS, 2012, vol. 2012, no. 2, p. 121-132. ISSN: 1433-7541.
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  POLÁČEK, O.; KLÍMA, M.; SPORKA, A.; ŽÁK, P.; HRADIŠ, M.; ZEMČÍK, P.; PROCHÁZKA, V. A comparative study on distant free-hand pointing. EuroiTV '12 Proceedings of the 10th European conference on Interactive tv and video. Berlin, Germany: Association for Computing Machinery, 2012. p. 139-142. ISBN: 978-1-4503-1107-6.
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• 2011

  HRADIŠ, M.; ŘEZNÍČEK, I.; BEHÚŇ, K. Brno University of Technology at MediaEval 2011 Genre Tagging Task. Working Notes Proceedings of the MediaEval 2011 Workshop. CEUR Workshop Proceedings. Pisa, Italy: CEUR-WS.org, 2011. p. 1-2. ISSN: 1613-0073.
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  HEROUT, A.; JOŠTH, R.; JURÁNEK, R.; HAVEL, J.; HRADIŠ, M.; ZEMČÍK, P. Real-time object detection on CUDA. Journal of Real-Time Image Processing, 2011, vol. 2011, no. 3, p. 159-170. ISSN: 1861-8200.
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• 2010

  HEROUT, A.; ZEMČÍK, P.; HRADIŠ, M.; JURÁNEK, R.; HAVEL, J.; JOŠTH, R.; ŽÁDNÍK, M. Low-Level Image Features for Real-Time Object Detection. In Pattern Recognition, Recent Advances. Vienna: IN-TECH Education and Publishing, 2010. p. 111-136. ISBN: 978-953-7619-90-9.
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  JURÁNEK, R.; HRADIŠ, M.; ZEMČÍK, P. Platform for Teaching Detection Classifiers. Proceedings of Digital Technologies 2010. Žilina: Zilina University Publisher, 2010. p. 1-5. ISBN: 978-80-554-0304-5.
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  ZEMČÍK, P.; HRADIŠ, M.; HEROUT, A. Exploiting neighbors for faster scanning window detection in images. ACIVS 2010. Lecture Notes in Computer Science. Sydney: Springer Verlag, 2010. p. 100-111. ISBN: 978-3-642-17690-6.
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• 2008

  BERAN, V.; HEROUT, A.; HRADIŠ, M.; ŘEZNÍČEK, I.; ZEMČÍK, P. Video Summarization at Brno University of Technology. ACM Multimedia. 2008 ACM International Conference on Multimedia Compilation E-Proceedings, TVS'08. New Yourk: Association for Computing Machinery, 2008. p. 31-34. ISBN: 978-1-60558-303-7.
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  HRADIŠ, M. Framework for Research on Detection Classifiers. Proceedings of Spring Conference on Computer Graphics. Budmerice: Comenius University in Bratislava, 2008. p. 171-177. ISBN: 978-80-89186-30-3.
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  HEROUT, A.; JOŠTH, R.; ZEMČÍK, P.; HRADIŠ, M. GP-GPU Implementation of the "Local Rank Differences" Image Feature. Proceedings of International Conference on Computer Vision and Graphics 2008. Lecture Notes in Computer Science. Heidelberg: Springer Verlag, 2008. p. 1-11. ISBN: 978-3-642-02344-6.
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  POLOK, L.; HEROUT, A.; ZEMČÍK, P.; HRADIŠ, M.; JURÁNEK, R.; JOŠTH, R. "Local Rank Differences" Image Feature Implemented on GPU. Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems. Lecture Notes In Computer Science; Vol. 5259. Berlin, Heidelberg: Springer Verlag, 2008. p. 170-181. ISBN: 978-3-540-88457-6.
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  CHMELAŘ, P.; BERAN, V.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; LÁNÍK, A.; MLÍCH, J.; NAVRÁTIL, J.; ŘEZNÍČEK, I.; ŽÁK, P.; ZEMČÍK, P. Brno University of Technology at TRECVid 2008. Proceedings of TRECVID 2008. Gaithersburg: National Institute of Standards and Technology, 2008. p. 1-16.
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  HRADIŠ, M. ShotBoundary Detection with Simple Boosted Classifiers. Proceedings of the 12th Conference STUDENT EEICT 2008 Volume 4. Brno: Faculty of Electrical Engineering and Communication BUT, 2008. p. 266-270. ISBN: 80-214-3163-6.
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  HEROUT, A.; ZEMČÍK, P.; JURÁNEK, R.; HRADIŠ, M. Implementation of the "Local Rank Differences" Image Feature Using SIMD Instructions of CPU. Proceedings of Sixth Indian Conference on Computer Vision, Graphics and Image Processing. Bhubaneswar: IEEE Computer Society, 2008. p. 1-9. ISBN: 978-0-7695-3476-3.
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  HEROUT, A.; BERAN, V.; HRADIŠ, M.; POTÚČEK, I.; ZEMČÍK, P.; CHMELAŘ, P. TRECVID 2007 by the Brno Group. Proceedings of TRECVID 2007. Gaithersburg: National Institute of Standards and Technology, 2008. p. 1-6. ISBN: 978-1-59593-780-3.
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  HRADIŠ, M.; HEROUT, A.; ZEMČÍK, P. Local Rank Patterns - Novel Features for Rapid Object Detection. Proceedings of International Conference on Computer Vision and Graphics 2008. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Heidelberg: Springer Verlag, 2008. p. 1-12. ISSN: 0302-9743.
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• 2007

  Hradiš, M. VIRTUAL MOBILE ROBOT LOCALIZATION. In Proceedings of the 13th conference STUDENT EEICT 2007, volume 2. Brno: Ing. Zdeněk Novotný CSc., Ondráčkova 105, Brno, 2007. p. 99 ( p.)ISBN: 978-80-214-3408- 0.
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  ZEMČÍK, P.; HRADIŠ, M.; HEROUT, A. Local Rank Differences - Novel Features for Image. Poster SCCG 2007. Budmerice: 2007. p. 1-12.
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  ŠILHAVÁ, J.; BERAN, V.; CHMELAŘ, P.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; ZEMČÍK, P. Platform for Evaluation of Image Classifiers. Spring Conference on Computer Graphics. Budměřice: Comenius University in Bratislava, 2007. p. 103-109. ISBN: 978-80-223-2292-8.
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  BERAN, V.; HRADIŠ, M.; HEROUT, A.; CHMELAŘ, P.; POTÚČEK, I.; SUMEC, S.; ZEMČÍK, P. Video Summarization at Brno University of Technology. ACM Multimedia. Augsburg: Association for Computing Machinery, 2007. p. 1-4. ISBN: 978-1-59593-702-5.
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  GRANÁT, J.; HEROUT, A.; HRADIŠ, M.; ZEMČÍK, P. Hardware Acceleration of AdaBoost Classifier. Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI). Brno: 2007. p. 1-12.
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  ŠILHAVÁ, J.; BERAN, V.; CHMELAŘ, P.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; ZEMČÍK, P. Testbench for Evaluation of Image Classifiers. Computer Graphics & Geometry, 2007, vol. 2007, no. 9, p. 31-47. ISSN: 1811-8992.
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• 2006

  HRADIŠ, M.; JURÁNEK, R. Sledování učastníků ve videozáznamech z jednání. Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 2. Brno: Vysoké učení technické v Brně, 2006. p. 203-205. ISBN: 80-214-3161-X.
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  HRADIŠ, M.; JURÁNEK, R. Real-time Tracking of Participants in Meeting Video. Proceedings of The 10th Central European Seminar on Computer Graphics. Budměřice: 2006. p. 89-93.
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