Publikace
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2023
KOHÚT Jan a 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, roč. 14190. San José: Springer Nature Switzerland AG, 2023, s. 269-286. ISBN 978-3-031-41684-2. ISSN 0302-9743.
DetailKIŠŠ Martin, HRADIŠ Michal, BENEŠ Karel, BUCHAL Petr a KULA Michal. SoftCTC-semi-supervised learning for text recognition using soft pseudo-labels. International Journal on Document Analysis and Recognition (IJDAR), roč. 2024, č. 99, 2023, s. 1-17. ISSN 1433-2825.
DetailKOHÚT Jan, HRADIŠ Michal a KIŠŠ Martin. Towards Writing Style Adaptation in Handwriting Recognition. In: Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science, roč. 14190. San José: Springer Nature Switzerland AG, 2023, s. 377-394. ISBN 978-3-031-41684-2. ISSN 0302-9743.
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2022
KIŠŠ Martin, KOHÚT Jan, BENEŠ Karel a 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 Importance of Textlines in Historical Document Classification.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, roč. 13237. La Rochelle: Springer Nature Switzerland AG, 2022, s. 158-170. ISBN 978-3-031-06554-5.
DetailDVOŘÁKOVÁ Martina, HRADIŠ Michal, ŽABIČKA Petr, KOHÚT Jan, KIŠŠ Martin a BENEŠ Karel. Využití PERO OCR při přepisu rukopisů. Archivní časopis, roč. 72, č. 1, 2022, s. 14-27. ISSN 0004-0398.
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2021
KIŠŠ Martin, BENEŠ Karel a 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, roč. 12824. Lausanne: Springer Nature Switzerland AG, 2021, s. 463-477. ISBN 978-3-030-86336-4.
DetailKODYM Oldřich a 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, s. 492-506. ISBN 978-3-030-86330-2.
DetailKODYM Oldřich a HRADIŠ Michal. TG2: text-guided transformer GAN for restoring document readability and perceived quality. International Journal on Document Analysis and Recognition (IJDAR), roč. 2021, č. 1, s. 1-14. ISSN 1433-2825.
DetailKOHÚT Jan a 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, roč. 12824. Lausanne: Springer Nature Switzerland AG, 2021, s. 478-493. ISBN 978-3-030-86336-4. ISSN 0302-9743.
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2020
KIŠŠ Martin, HRADIŠ Michal a 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, s. 1352-1357. ISBN 978-1-7281-3015-6.
DetailMLÍCH Jozef, KOPLÍK Karel, HRADIŠ Michal a ZEMČÍK Pavel. Fire Segmentation in Still Images. In: Springer International Publishing. Lecture Notes in Computer Science. Auckland: Springer International Publishing, 2020, s. 27-37. ISBN 978-3-030-40605-9.
DetailBÍLKOVÁ Zuzana a 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, s. 52-57. ISSN 2470-1173.
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2018
VEĽAS Martin, ŠPANĚL Michal, HRADIŠ Michal a 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, s. 71-77. ISBN 978-1-5386-5221-3. ISSN 2573-9387.
DetailVEĽAS Martin, ŠPANĚL Michal, HRADIŠ Michal a 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, s. 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 a TUMMARELLO Giovanni. MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis. IEEE Transactions on Multimedia, roč. 20, č. 9, 2018, s. 2454-2465. ISSN 1520-9210.
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2017
HRADIŠ Michal a KOHÚT Jan. XNOR net report. Brno: Fingera s.r.o., 2017.
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2016
SVOBODA Pavel, HRADIŠ Michal, MARŠÍK Lukáš a ZEMČÍK Pavel. CNN for license plate motion deblurring. In: IEEE International Conference on Image Processing (ICIP). Phoenix: IEEE Signal Processing Society, 2016, s. 3832-3836. ISBN 978-1-4673-9961-6.
DetailSVOBODA Pavel, HRADIŠ Michal, BAŘINA David a ZEMČÍK Pavel. Compression Artifacts Removal Using Convolutional Neural Networks. Journal of WSCG, roč. 24, č. 2, 2016, s. 63-72. ISSN 1213-6972.
DetailKOLÁŘ Martin, HRADIŠ Michal a ZEMČÍK Pavel. Deep Learning on Small Datasets using Online Image Search. In: Proceedings of 32nd Spring Conference on Computer Graphics. Bratislava: Univerzita Komenského v Bratislavě, 2016, s. 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 a 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, s. 75-82. ISBN 978-1-4503-4516-3.
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2015
ČADÍK Martin, VAŠÍČEK Jan, HRADIŠ Michal, RADENOVIĆ Filip a 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, s. 1-12. ISBN 978-1-901725-53-7.
DetailHRADIŠ Michal, KOTERA Jan, ZEMČÍK Pavel a 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, s. 1-13. ISBN 1-901725-53-7.
DetailHRADIŠ Michal, KOLÁŘ Martin a 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 a 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 a LÁNÍK Aleš. Klasifikace scén a tagování obrázků. Technická zpráva FIT - VG20102015006 - 2014 - 02, Brno, 2014.
DetailHRADIŠ Michal, KOLÁŘ Martin, SVOBODA Pavel, ZEMČÍK Pavel a 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 a HRADIŠ Michal. High performance architecture for object detection in streamed video. Poster. New York, 2013.
DetailZEMČÍK Pavel, JURÁNEK Roman, MUSIL Martin, MUSIL Petr a HRADIŠ Michal. High Performance Architecture for Object Detection in Streamed Videos. In: Proceedings of FPL 2013. Porto: IEEE Circuits and Systems Society, 2013, s. 1-4. ISBN 978-1-4799-0004-6.
DetailZEMČÍK Pavel, JURÁNEK Roman, MUSIL Petr, MUSIL Martin a HRADIŠ Michal. High performance FPGA object detector: Hardware prototype. In: Proceedings of FPL 2013. Porto, 2013, s. 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 a 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, s. 139-142. ISBN 978-1-4503-1107-6.
DetailHRADIŠ Michal, KOLÁŘ Martin, KRÁL Jiří, LÁNÍK Aleš, ZEMČÍK Pavel a 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, s. 155-166. ISBN 978-3-642-33139-8. ISSN 0302-9743.
DetailHEROUT Adam, HRADIŠ Michal a ZEMČÍK Pavel. EnMS: Early non-Maxima Suppression. Pattern Analysis and Applications, roč. 2012, č. 2, s. 121-132. ISSN 1433-7541.
DetailBEDNAŘÍK Roman, EIVAZI Shahram a 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, s. 1-5. ISBN 978-1-4503-1516-6.
DetailJURÁNEK Roman, HRADIŠ Michal a ZEMČÍK Pavel. Real-time Algorithms of Object Detection using Classifiers. Real-Time System. Rijeka: InTech - Open Access Publisher, 2012, s. 1-22. ISBN 9789535105107.
DetailKRÁL Jiří a HRADIŠ Michal. Restricted Boltzman Machines for Image Tag Suggestion. In: Proceedings of the 19th Conference STUDENT EEICT 2012. Brno: Vysoké učení technické v Brně, 2012, s. 5.
DetailHRADIŠ Michal, ŘEZNÍČEK Ivo a BEHÚŇ Kamil. Semantic Class Detectors in Video Genre Recognition. In: Proceedings of VISAPP 2012. Rome: SciTePress - Science and Technology Publications, 2012, s. 640-646. ISBN 978-989-8565-03-7.
DetailHRADIŠ Michal, EIVAZI Shahram a 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, s. 329-332. ISBN 978-1-4503-1221-9.
DetailBEDNAŘÍK Roman, VRZÁKOVÁ Hana a 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, s. 83-90. ISBN 978-1-4503-1221-9.
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2011
HRADIŠ Michal, ŘEZNÍČEK Ivo a 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, s. 1-2. ISSN 1613-0073.
DetailBERAN Vítězslav, HRADIŠ Michal, OTRUSINA Lubomír a ŘEZNÍČEK Ivo. Content-based Copy Detection. In: 2011 TREC Video Retrieval Evaluation Notebook Papers. Gaithersburg, MD: National Institute of Standards and Technology, 2011, s. 1-10.
DetailHEROUT Adam, JOŠTH Radovan, JURÁNEK Roman, HAVEL Jiří, HRADIŠ Michal a ZEMČÍK Pavel. Real-time object detection on CUDA. Journal of Real-Time Image Processing, roč. 2011, č. 3, s. 159-170. ISSN 1861-8200.
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2010
HRADIŠ Michal, BERAN Vítězslav, ŘEZNÍČEK Ivo, HEROUT Adam, BAŘINA David, VLČEK Adam a ZEMČÍK Pavel. Brno University of Technology at TRECVid 2010 SIN, CCD. In: 2010 TREC Video Retrieval Evaluation Notebook Papers. Gaithersburg, MD: National Institute of Standards and Technology, 2010, s. 1-10.
DetailZEMČÍK Pavel, HRADIŠ Michal a HEROUT Adam. Exploiting neighbors for faster scanning window detection in images. In: ACIVS 2010. Lecture Notes in Computer Science, roč. 6475. Sydney: Springer Verlag, 2010, s. 12. ISBN 978-3-642-17690-6.
DetailHEROUT Adam, ZEMČÍK Pavel, HRADIŠ Michal, JURÁNEK Roman, HAVEL Jiří, JOŠTH Radovan a ŽÁDNÍK Martin. Low-Level Image Features for Real-Time Object Detection. Pattern Recognition, Recent Advances. Vienna: IN-TECH Education and Publishing, 2010, s. 111-136. ISBN 978-953-7619-90-9.
DetailJURÁNEK Roman, HRADIŠ Michal a ZEMČÍK Pavel. Platform for Teaching Detection Classifiers. In: Proceedings of Digital Technologies 2010. Žilina: Vydavatelství Žilinské univerzity, 2010, s. 5. ISBN 978-80-554-0304-5.
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2009
CHMELAŘ Petr, BERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, ŘEZNÍČEK Ivo a 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, s. 1-11.
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2008
POLOK Lukáš, HEROUT Adam, ZEMČÍK Pavel, HRADIŠ Michal, JURÁNEK Roman a 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, s. 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 a ZEMČÍK Pavel. Brno University of Technology at TRECVid 2008. In: Proceedings of TRECVID 2008. Gaithersburg: National Institute of Standards and Technology, 2008, s. 1-16.
DetailHRADIŠ Michal. Framework for Research on Detection Classifiers. In: Proceedings of Spring Conference on Computer Graphics. Budmerice: Univerzita Komenského v Bratislavě, 2008, s. 171-177. ISBN 978-80-89186-30-3.
DetailHEROUT Adam, JOŠTH Radovan, ZEMČÍK Pavel a 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, s. 1-11. ISBN 978-3-642-02344-6.
DetailHEROUT Adam, ZEMČÍK Pavel, JURÁNEK Roman a 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, s. 9. ISBN 978-0-7695-3476-3.
DetailHRADIŠ Michal, HEROUT Adam a 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, s. 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: Fakulta elektrotechniky a komunikačních technologií VUT v Brně, 2008, s. 266-270. ISBN 80-214-3163-6.
DetailHEROUT Adam, BERAN Vítězslav, HRADIŠ Michal, POTÚČEK Igor, ZEMČÍK Pavel a CHMELAŘ Petr. TRECVID 2007 by the Brno Group. In: Proceedings of TRECVID 2007. Gaithersburg: National Institute of Standards and Technology, 2008, s. 1-6. ISBN 978-1-59593-780-3.
DetailBERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, ŘEZNÍČEK Ivo a 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, s. 4. ISBN 978-1-60558-303-7.
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2007
GRANÁT Jiří, HEROUT Adam, HRADIŠ Michal a ZEMČÍK Pavel. Hardware Acceleration of AdaBoost Classifier. In: Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI). Brno, 2007, s. 1-12.
DetailZEMČÍK Pavel, HRADIŠ Michal a HEROUT Adam. Local Rank Differences - Novel Features for Image. In: Poster SCCG 2007. Budmerice, 2007, s. 12.
DetailŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman a ZEMČÍK Pavel. Platform for Evaluation of Image Classifiers. In: Spring Conference on Computer Graphics. Budměřice: Univerzita Komenského v Bratislavě, 2007, s. 103-109. ISBN 978-80-223-2292-8.
DetailŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman a ZEMČÍK Pavel. Testbench for Evaluation of Image Classifiers. Computer Graphics & Geometry, roč. 2007, č. 9, s. 31-47. ISSN 1811-8992.
DetailBERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, CHMELAŘ Petr, POTÚČEK Igor, SUMEC Stanislav a ZEMČÍK Pavel. Video Summarization at Brno University of Technology. In: ACM Multimedia. Augsburg: Association for Computing Machinery, 2007, s. 4. ISBN 978-1-59593-702-5.
DetailHRADIŠ Michal. Virtual Mobile Robot Localization. In: Proceedings of the 13th Conference STUDENT EEICT 2007. Brno: Vysoké učení technické v Brně, 2007, s. 3. ISBN 978-80-214-3408-0.
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2006
HRADIŠ Michal a JURÁNEK Roman. Sledování učastníků ve videozáznamech z jednání. In: Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 2. Brno: Vysoké učení technické v Brně, 2006, s. 203-205. ISBN 80-214-3161-X.
DetailHRADIŠ Michal a JURÁNEK Roman. Real-time Tracking of Participants in Meeting Video. In: Proceedings of The 10th Central European Seminar on Computer Graphics. Budměřice, 2006, s. 5.
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