Ing. Michal Hradiš, Ph.D.

Publications

2016KOLÁŘ 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. 1-7. ISBN 978-1-4503-3693-2. ISSN 1335-5694.
 POVOLNÝ 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.
 SVOBODA Pavel, HRADIŠ Michal, BAŘINA David and ZEMČÍK Pavel. Compression Artifacts Removal Using Convolutional Neural Networks. Journal of WSCG. Plzeň: 2016, vol. 24, no. 2, pp. 63-72. ISSN 1213-6972.
 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. 1-4. ISBN 978-1-4673-9961-6.
2015BERAN 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.
 HRADIŠ Michal, KOLÁŘ Martin and ZEMČÍK Pavel. Image Captioning with Semantically Similar Images. Ithaca, 2015.
 HRADIŠ 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.
 HRADIŠ Michal. Intelligent Defect and Anomaly Detection System - A Study in Tofu. Brno: Fingera s.r.o., 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.
2014HRADIŠ Michal and LÁNÍK Aleš. Klasifikace scén a tagování obrázků. Technická zpráva FIT - VG20102015006 - 2014 - 02, Brno, 2014.
 HRADIŠ Michal, KOLÁŘ Martin, SVOBODA Pavel, ZEMČÍK Pavel and SMRŽ Pavel. Large Scale Image Classification by Brno University of Technology. Poster. Zurich, 2014.
2013ZEMČÍK 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.
 ZEMČÍK Pavel, JURÁNEK Roman, MUSIL Petr, MUSIL Martin and HRADIŠ Michal. High performance architecture for object detection in streamed video. Poster. New York, 2013.
2012BEDNAŘÍK 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.
 HEROUT Adam, HRADIŠ Michal and ZEMČÍK Pavel. EnMS: Early non-Maxima Suppression. Pattern Analysis and Applications. 2012, vol. 2012, no. 2, pp. 121-132. ISSN 1433-7541.
 HRADIŠ 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.
 HRADIŠ 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. Brno: Springer Verlag, 2012, pp. 155-166. ISBN 978-3-642-33139-8. ISSN 0302-9743.
 HRADIŠ 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.
 JURÁNEK 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.
 KRÁL 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.
 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.
2011BERAN Vítězslav, HRADIŠ Michal, OTRUSINA Lubomír and ŘEZNÍČEK Ivo. TRECVID 2011: Participant Notebook Papers and Slides. In: TRECVID 2011: Participant Notebook Papers and Slides. Gaithersburg, MD: National Institute of Standards and Technology, 2011, p. 10.
 HEROUT Adam, JOŠTH Radovan, JURÁNEK Roman, HAVEL Jiří, HRADIŠ Michal and ZEMČÍK Pavel. Real-time object detection on CUDA. Journal of Real-Time Image Processing. 2011, vol. 2011, no. 3, pp. 159-170. ISSN 1861-8200.
 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.
2010HEROUT 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.
 HRADIŠ Michal, BERAN Vítězslav, ŘEZNÍČEK Ivo, HEROUT Adam, BAŘINA David, VLČEK Adam and ZEMČÍK Pavel. Brno University of Technology at TRECVid 2010. In: TRECVID 2010: Participant Notebook Papers and Slides. Gaithersburg, MD: National Institute of Standards and Technology, 2010, p. 11.
 JURÁNEK 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.
 ZEMČÍK Pavel, HRADIŠ Michal and HEROUT Adam. Exploiting neighbors for faster scanning window detection in images. In: ACIVS 2010. Sydney: Springer Verlag, 2010, p. 12. ISBN 978-3-642-17690-6.
2009CHMELAŘ 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.
2008BERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, ŘEZNÍČEK Ivo and ZEMČÍK Pavel. Video Summarization at Brno University of Technology. In: ACM Multimedia. New Yourk: Association for Computing Machinery, 2008, p. 4. ISBN 978-1-60558-303-7.
 CHMELAŘ 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.
 HEROUT 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.
 HEROUT 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. Heidelberg: Springer Verlag, 2008, pp. 1-11. ISBN 978-3-642-02344-6.
 HEROUT 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.
 HRADIŠ 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. Heidelberg: Springer Verlag, 2008, pp. 1-12. ISSN 0302-9743.
 HRADIŠ 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.
 HRADIŠ 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.
 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. Berlin, Heidelberg: Springer Verlag, 2008, pp. 170-181. ISBN 978-3-540-88457-6.
2007BERAN 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.
 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.
 HRADIŠ 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.
 ZEMČÍK Pavel, HRADIŠ Michal and HEROUT Adam. Local Rank Differences - Novel Features for Image. In: Poster SCCG 2007. Budmerice, 2007, p. 12.
 ŠILHAVÁ 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.
 ŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman and ZEMČÍK Pavel. Testbench for Evaluation of Image Classifiers. Computer Graphics & Geometry. 2007, vol. 2007, no. 9, pp. 31-47. ISSN 1811-8992.
2006HRADIŠ 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.
 HRADIŠ 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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