Publications
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2023
KOHÚT Jan and HRADIŠ Michal. Finetuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition. In: Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science, vol. 14190. San José: Springer Nature Switzerland AG, 2023, pp. 269-286. ISBN 978-3-031-41684-2. ISSN 0302-9743.
DetailKIŠŠ Martin, HRADIŠ Michal, BENEŠ Karel, BUCHAL Petr and KULA Michal. SoftCTC-semi-supervised learning for text recognition using soft pseudo-labels. International Journal on Document Analysis and Recognition (IJDAR), vol. 2024, no. 27, 2023, pp. 177-193. ISSN 1433-2825.
DetailKOHÚT Jan, HRADIŠ Michal and KIŠŠ Martin. Towards Writing Style Adaptation in Handwriting Recognition. In: Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science, vol. 14190. San José: Springer Nature Switzerland AG, 2023, pp. 377-394. ISBN 978-3-031-41684-2. ISSN 0302-9743.
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2022
KIŠŠ Martin, KOHÚT Jan, BENEŠ Karel and HRADIŠ Michal. Importance of Textlines in Historical Document Classification. In: Uchida, S., Barney, E., Eglin, V. (eds) Document Analysis Systems. Lecture Notes in Computer Science, vol. 13237. La Rochelle: Springer Nature Switzerland AG, 2022, pp. 158-170. ISBN 978-3-031-06554-5.
DetailDVOŘÁKOVÁ Martina, HRADIŠ Michal, ŽABIČKA Petr, KOHÚT Jan, KIŠŠ Martin and BENEŠ Karel. Využití PERO OCR při přepisu rukopisů. Archivní časopis, vol. 72, no. 1, 2022, pp. 14-27. ISSN 0004-0398.
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2021
KIŠŠ Martin, BENEŠ Karel and HRADIŠ Michal. 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, vol. 12824. Lausanne: Springer Nature Switzerland AG, 2021, pp. 463-477. ISBN 978-3-030-86336-4.
DetailKODYM Oldřich and HRADIŠ Michal. 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, pp. 492-506. ISBN 978-3-030-86330-2.
DetailKODYM Oldřich and HRADIŠ Michal. TG2: text-guided transformer GAN for restoring document readability and perceived quality. International Journal on Document Analysis and Recognition (IJDAR), vol. 2021, no. 1, pp. 1-14. ISSN 1433-2825.
DetailKOHÚT Jan and HRADIŠ Michal. 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, vol. 12824. Lausanne: Springer Nature Switzerland AG, 2021, pp. 478-493. ISBN 978-3-030-86336-4. ISSN 0302-9743.
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2020
KIŠŠ Martin, HRADIŠ Michal and KODYM Oldřich. Brno Mobile OCR Dataset. In: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. Sydney: Institute of Electrical and Electronics Engineers, 2020, pp. 1352-1357. ISBN 978-1-7281-3015-6.
DetailMLÍCH Jozef, KOPLÍK Karel, HRADIŠ Michal and ZEMČÍK Pavel. Fire Segmentation in Still Images. In: Springer International Publishing. Lecture Notes in Computer Science. Auckland: Springer International Publishing, 2020, pp. 27-37. ISBN 978-3-030-40605-9.
DetailBÍLKOVÁ Zuzana and HRADIŠ Michal. 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, pp. 52-57. ISSN 2470-1173.
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2018
VEĽAS Martin, ŠPANĚL Michal, HRADIŠ Michal and HEROUT Adam. 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, pp. 71-77. ISBN 978-1-5386-5221-3. ISSN 2573-9387.
DetailVEĽAS Martin, ŠPANĚL Michal, HRADIŠ Michal and HEROUT Adam. 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, pp. 97-103. ISBN 978-1-5386-5221-3.
DetailBUITELAAR Paul, WOOD Ian, NEGI Sapna, ARCAN Mihael, MCCRAE John P., ABELE Andrejs, ROBIN Cécile, ANDRYUSHECHKIN Vladimir, ZIAD Housam, SAGHA Hesam, SCHMITT Maxmilian, SCHULLER Björn W., SÁNCHEZ-RADA J. Fernando, IGLESIAS Carlos A., NAVARRO Carlos, GIEFER Andreas, HEISE Nicolaus, MASUCCI Vincenzo, DANZA Francesco A., CATERINO Ciro, SMRŽ Pavel, HRADIŠ Michal, POVOLNÝ Filip, KLIMEŠ Marek, MATĚJKA Pavel and TUMMARELLO Giovanni. MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis. IEEE Transactions on Multimedia, vol. 20, no. 9, 2018, pp. 2454-2465. ISSN 1520-9210.
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2017
HRADIŠ Michal and KOHÚT Jan. XNOR net report. Brno: Fingera s.r.o., 2017.
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2016
SVOBODA Pavel, HRADIŠ Michal, MARŠÍK Lukáš and ZEMČÍK Pavel. CNN for license plate motion deblurring. In: IEEE International Conference on Image Processing (ICIP). Phoenix: IEEE Signal Processing Society, 2016, pp. 3832-3836. ISBN 978-1-4673-9961-6.
DetailSVOBODA Pavel, HRADIŠ Michal, BAŘINA David and ZEMČÍK Pavel. Compression Artifacts Removal Using Convolutional Neural Networks. Journal of WSCG, vol. 24, no. 2, 2016, pp. 63-72. ISSN 1213-6972.
DetailKOLÁŘ Martin, HRADIŠ Michal and ZEMČÍK Pavel. Deep Learning on Small Datasets using Online Image Search. In: Proceedings of 32nd Spring Conference on Computer Graphics. Bratislava: Comenius University in Bratislava, 2016, pp. 87-93. ISBN 978-1-4503-3693-2. ISSN 1335-5694.
DetailPOVOLNÝ Filip, MATĚJKA Pavel, HRADIŠ Michal, POPKOVÁ Anna, OTRUSINA Lubomír, SMRŽ Pavel, WOOD Ian, ROBIN Cécile and LAMEL Lori. 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, pp. 75-82. ISBN 978-1-4503-4516-3.
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2015
ČADÍK Martin, VAŠÍČEK Jan, HRADIŠ Michal, RADENOVIĆ Filip and CHUM Ondřej. 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, pp. 1-12. ISBN 978-1-901725-53-7.
DetailHRADIŠ Michal, KOTERA Jan, ZEMČÍK Pavel and ŠROUBEK Filip. Convolutional Neural Networks for Direct Text Deblurring. In: Proceedings of BMVC 2015. Swansea: The British Machine Vision Association and Society for Pattern Recognition, 2015, pp. 1-13. ISBN 1-901725-53-7.
DetailHRADIŠ Michal, KOLÁŘ Martin and ZEMČÍK Pavel. Image Captioning with Semantically Similar Images. Ithaca, 2015.
DetailHRADIŠ Michal. Intelligent Defect and Anomaly Detection System - A Study in Tofu. Brno: Fingera s.r.o., 2015.
DetailBERAN Vítězslav, KAPINUS Michal, KLICNAR Lukáš, MATERNA Zdeněk, HRADIŠ Michal, FRÖML Vojtěch, VOLF Tomáš, MRÁČEK Štěpán, ZENDULKA Jaroslav and ZEMČÍK Pavel. VideoTerror demonstrator. Event-based Video Analytic Tool (EVIDANT). Technical Report FIT - VG20102015006 - 2015 - 02, Brno, 2015.
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2014
HRADIŠ Michal and LÁNÍK Aleš. Klasifikace scén a tagování obrázků. Technická zpráva FIT - VG20102015006 - 2014 - 02, Brno, 2014.
DetailHRADIŠ Michal, KOLÁŘ Martin, SVOBODA Pavel, ZEMČÍK Pavel and SMRŽ Pavel. Large Scale Image Classification by Brno University of Technology. Poster. Zurich, 2014.
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2013
ZEMČÍK Pavel, JURÁNEK Roman, MUSIL Petr, MUSIL Martin and HRADIŠ Michal. High performance architecture for object detection in streamed video. Poster. New York, 2013.
DetailZEMČÍK Pavel, JURÁNEK Roman, MUSIL Martin, MUSIL Petr and HRADIŠ Michal. High Performance Architecture for Object Detection in Streamed Videos. In: Proceedings of FPL 2013. Porto: IEEE Circuits and Systems Society, 2013, pp. 1-4. ISBN 978-1-4799-0004-6.
DetailZEMČÍK Pavel, JURÁNEK Roman, MUSIL Petr, MUSIL Martin and HRADIŠ Michal. High performance FPGA object detector: Hardware prototype. In: Proceedings of FPL 2013. Porto, 2013, pp. 1-1. ISBN 978-1-4799-0004-6.
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2012
POLÁČEK Ondřej, KLÍMA Martin, SPORKA Adam J., ŽÁK Pavel, HRADIŠ Michal, ZEMČÍK Pavel and PROCHÁZKA Václav. A comparative study on distant free-hand pointing. In: EuroiTV '12 Proceedings of the 10th European conference on Interactive tv and video. Berlin, Germany: Association for Computing Machinery, 2012, pp. 139-142. ISBN 978-1-4503-1107-6.
DetailHRADIŠ Michal, KOLÁŘ Martin, KRÁL Jiří, LÁNÍK Aleš, ZEMČÍK Pavel and SMRŽ Pavel. Annotating images with suggestions - user study of a tagging system. In: Advanced Concepts for Intelligent Vision Systems. Lecture Notes in Computer Science. Brno: Springer Verlag, 2012, pp. 155-166. ISBN 978-3-642-33139-8. ISSN 0302-9743.
DetailHEROUT Adam, HRADIŠ Michal and ZEMČÍK Pavel. EnMS: Early non-Maxima Suppression. Pattern Analysis and Applications, vol. 2012, no. 2, pp. 121-132. ISSN 1433-7541.
DetailBEDNAŘÍK Roman, EIVAZI Shahram and HRADIŠ Michal. Gaze and Conversational Engagement in Multiparty Video Conversation: An annotation scheme and classification. In: 4th Workshop on Eye Gaze in Intelligent Human Machine Interaction. Santa Monica: Association for Computing Machinery, 2012, pp. 1-5. ISBN 978-1-4503-1516-6.
DetailJURÁNEK Roman, HRADIŠ Michal and ZEMČÍK Pavel. Real-time Algorithms of Object Detection with Classifiers. Real-Time System. Rijeka: InTech - Open Access Publisher, 2012, pp. 1-22. ISBN 9789535105107.
DetailKRÁL Jiří and HRADIŠ Michal. Restricted Boltzman Machines for Image Tag Suggestion. In: Proceedings of the 19th Conference STUDENT EEICT 2012. Brno: Brno University of Technology, 2012, p. 5.
DetailHRADIŠ Michal, ŘEZNÍČEK Ivo and BEHÚŇ Kamil. Semantic Class Detectors in Video Genre Recognition. In: Proceedings of VISAPP 2012. Rome: SciTePress - Science and Technology Publications, 2012, pp. 640-646. ISBN 978-989-8565-03-7.
DetailHRADIŠ Michal, EIVAZI Shahram and BEDNAŘÍK Roman. Voice activity detection in video mediated communication from gaze. In: ETRA '12 Proceedings of the Symposium on Eye Tracking Research and Applications. Santa Barbara: Association for Computing Machinery, 2012, pp. 329-332. ISBN 978-1-4503-1221-9.
DetailBEDNAŘÍK Roman, VRZÁKOVÁ Hana and HRADIŠ Michal. What you want to do next: A novel approach for intent prediction in gaze-based interaction. In: ETRA '12 Proceedings of the Symposium on Eye Tracking Research and Applications. Santa Barbara: Association for Computing Machinery, 2012, pp. 83-90. ISBN 978-1-4503-1221-9.
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2011
HRADIŠ Michal, ŘEZNÍČEK Ivo and BEHÚŇ Kamil. Brno University of Technology at MediaEval 2011 Genre Tagging Task. In: Working Notes Proceedings of the MediaEval 2011 Workshop. Pisa, Italy: CEUR-WS.org, 2011, pp. 1-2. ISSN 1613-0073.
DetailBERAN Vítězslav, HRADIŠ Michal, OTRUSINA Lubomír and ŘEZNÍČEK Ivo. TRECVID 2011: Participant Notebook Papers and Slides. In: 2011 TREC Video Retrieval Evaluation Notebook Papers. Gaithersburg, MD: National Institute of Standards and Technology, 2011, pp. 1-10.
DetailHEROUT Adam, JOŠTH Radovan, JURÁNEK Roman, HAVEL Jiří, HRADIŠ Michal and ZEMČÍK Pavel. Real-time object detection on CUDA. Journal of Real-Time Image Processing, vol. 2011, no. 3, pp. 159-170. ISSN 1861-8200.
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2010
HRADIŠ Michal, BERAN Vítězslav, ŘEZNÍČEK Ivo, HEROUT Adam, BAŘINA David, VLČEK Adam and ZEMČÍK Pavel. Brno University of Technology at TRECVid 2010. In: 2010 TREC Video Retrieval Evaluation Notebook Papers. Gaithersburg, MD: National Institute of Standards and Technology, 2010, pp. 1-10.
DetailZEMČÍK Pavel, HRADIŠ Michal and HEROUT Adam. Exploiting neighbors for faster scanning window detection in images. In: ACIVS 2010. Lecture Notes in Computer Science, vol. 6475. Sydney: Springer Verlag, 2010, p. 12. ISBN 978-3-642-17690-6.
DetailHEROUT Adam, ZEMČÍK Pavel, HRADIŠ Michal, JURÁNEK Roman, HAVEL Jiří, JOŠTH Radovan and ŽÁDNÍK Martin. Low-Level Image Features for Real-Time Object Detection. Pattern Recognition, Recent Advances. Vienna: IN-TECH Education and Publishing, 2010, pp. 111-136. ISBN 978-953-7619-90-9.
DetailJURÁNEK Roman, HRADIŠ Michal and ZEMČÍK Pavel. Platform for Teaching Detection Classifiers. In: Proceedings of Digital Technologies 2010. Žilina: Zilina University Publisher, 2010, p. 5. ISBN 978-80-554-0304-5.
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2009
CHMELAŘ Petr, BERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, ŘEZNÍČEK Ivo and ZEMČÍK Pavel. Brno University of Technology at TRECVid 2009. In: TRECVID 2009: Participant Notebook Papers and Slides. Gaithersburg, MD: National Institute of Standards and Technology, 2009, pp. 1-11.
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2008
POLOK Lukáš, HEROUT Adam, ZEMČÍK Pavel, HRADIŠ Michal, JURÁNEK Roman and JOŠTH Radovan. "Local Rank Differences" Image Feature Implemented on GPU. In: 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, pp. 170-181. ISBN 978-3-540-88457-6.
DetailCHMELAŘ Petr, BERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman, LÁNÍK Aleš, MLÍCH Jozef, NAVRÁTIL Jan, ŘEZNÍČEK Ivo, ŽÁK Pavel and ZEMČÍK Pavel. Brno University of Technology at TRECVid 2008. In: Proceedings of TRECVID 2008. Gaithersburg: National Institute of Standards and Technology, 2008, pp. 1-16.
DetailHRADIŠ Michal. Framework for Research on Detection Classifiers. In: Proceedings of Spring Conference on Computer Graphics. Budmerice: Comenius University in Bratislava, 2008, pp. 171-177. ISBN 978-80-89186-30-3.
DetailHEROUT Adam, JOŠTH Radovan, ZEMČÍK Pavel and HRADIŠ Michal. GP-GPU Implementation of the "Local Rank Differences" Image Feature. In: Proceedings of International Conference on Computer Vision and Graphics 2008. Lecture Notes in Computer Science. Heidelberg: Springer Verlag, 2008, pp. 1-11. ISBN 978-3-642-02344-6.
DetailHEROUT Adam, ZEMČÍK Pavel, JURÁNEK Roman and HRADIŠ Michal. Implementation of the "Local Rank Differences" Image Feature Using SIMD Instructions of CPU. In: Proceedings of Sixth Indian Conference on Computer Vision, Graphics and Image Processing. Bhubaneswar: IEEE Computer Society, 2008, p. 9. ISBN 978-0-7695-3476-3.
DetailHRADIŠ Michal, HEROUT Adam and ZEMČÍK Pavel. Local Rank Patterns - Novel Features for Rapid Object Detection. In: Proceedings of International Conference on Computer Vision and Graphics 2008. Lecture Notes in Computer Science. Heidelberg: Springer Verlag, 2008, pp. 1-12. ISSN 0302-9743.
DetailHRADIŠ Michal. ShotBoundary Detection with Simple Boosted Classifiers. In: Proceedings of the 12th Conference STUDENT EEICT 2008 Volume 4. Brno: Faculty of Electrical Engineering and Communication BUT, 2008, pp. 266-270. ISBN 80-214-3163-6.
DetailHEROUT Adam, BERAN Vítězslav, HRADIŠ Michal, POTÚČEK Igor, ZEMČÍK Pavel and CHMELAŘ Petr. TRECVID 2007 by the Brno Group. In: Proceedings of TRECVID 2007. Gaithersburg: National Institute of Standards and Technology, 2008, pp. 1-6. ISBN 978-1-59593-780-3.
DetailBERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, ŘEZNÍČEK Ivo and ZEMČÍK Pavel. Video Summarization at Brno University of Technology. In: ACM Multimedia. 2008 ACM International Conference on Multimedia Compilation E-Proceedings, TVS'08. New Yourk: Association for Computing Machinery, 2008, p. 4. ISBN 978-1-60558-303-7.
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2007
GRANÁT Jiří, HEROUT Adam, HRADIŠ Michal and ZEMČÍK Pavel. Hardware Acceleration of AdaBoost Classifier. In: Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI). Brno, 2007, pp. 1-12.
DetailZEMČÍK Pavel, HRADIŠ Michal and HEROUT Adam. Local Rank Differences - Novel Features for Image. In: Poster SCCG 2007. Budmerice, 2007, p. 12.
DetailŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman and ZEMČÍK Pavel. Platform for Evaluation of Image Classifiers. In: Spring Conference on Computer Graphics. Budměřice: Comenius University in Bratislava, 2007, pp. 103-109. ISBN 978-80-223-2292-8.
DetailŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman and ZEMČÍK Pavel. Testbench for Evaluation of Image Classifiers. Computer Graphics & Geometry, vol. 2007, no. 9, pp. 31-47. ISSN 1811-8992.
DetailBERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, CHMELAŘ Petr, POTÚČEK Igor, SUMEC Stanislav and ZEMČÍK Pavel. Video Summarization at Brno University of Technology. In: ACM Multimedia. Augsburg: Association for Computing Machinery, 2007, p. 4. ISBN 978-1-59593-702-5.
DetailHRADIŠ Michal. Virtual Mobile Robot Localization. In: Proceedings of the 13th Conference STUDENT EEICT 2007. Brno: Brno University of Technology, 2007, p. 3. ISBN 978-80-214-3408-0.
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2006
HRADIŠ Michal and JURÁNEK Roman. Head Tracking in Meeting Video. In: Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 2. Brno: Brno University of Technology, 2006, pp. 203-205. ISBN 80-214-3161-X.
DetailHRADIŠ Michal and JURÁNEK Roman. Real-time Tracking of Participants in Meeting Video. In: Proceedings of The 10th Central European Seminar on Computer Graphics. Budměřice, 2006, p. 5.
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