Project Details
Zpracování, zobrazování a analýza multimediálních a 3D dat
Project Period: 1. 3. 2017 - 31. 12. 2019
Project Type: grant
Code: FIT-S-17-3984
Agency: Brno University of Technology
Program: Vnitřní projekty VUT
ecognition, processing, multimedia, image processing, feature extraction, data mining, 3D data
Multimodal and 3D data are very important and useful kind of data processed by nowadays computers. Information processing of such data is though very difficult and computationally expensive and the same applies to recognition and imaging of such data. Therefore the research in this field of information technologies is one of the most difficult ones and also looking into its application potencial, it is one of the very important research direction. This project is a follow-up to an earlier one, called: "Advanced recognition and presentation of multimedia data".
Černocký Jan, prof. Dr. Ing. (UPGM FIT VUT) , team leader
Herout Adam, prof. Ing., Ph.D. (UPGM FIT VUT) , team leader
Chudý Peter, doc. Ing., Ph.D. MBA (UPGM FIT VUT) , team leader
Smrž Pavel, doc. RNDr., Ph.D. (UPGM FIT VUT) , team leader
Adámek Jakub, Ing. (FIT VUT)
Behúň Kamil, Ing. (UPGM FIT VUT)
Beran Vítězslav, doc. Ing., Ph.D. (UPGM FIT VUT)
Brejcha Jan, Ing., Ph.D. (UPGM FIT VUT)
Burget Lukáš, doc. Ing., Ph.D. (UPGM FIT VUT)
Dittrich Petr, Ing., Ph.D. (UPGM FIT VUT)
Dytrych Jaroslav, Ing., Ph.D. (UPGM FIT VUT)
Kapinus Michal, Ing. (UPGM FIT VUT)
Klíma Ondřej, Ing., Ph.D. (UPGM FIT VUT)
Kobrtek Jozef, Ing., Ph.D. (UPGM FIT VUT)
Koplík Karel, Ing. (UPGM FIT VUT)
Lysek Tomáš, Ing. (UPGM FIT VUT)
Maršík Lukáš, Ing. (UPGM FIT VUT)
Materna Zdeněk, Ing., Ph.D. (UPGM FIT VUT)
Matýšek Michal, Ing. (UPGM FIT VUT)
Milet Tomáš, Ing., Ph.D. (UPGM FIT VUT)
Mlích Jozef, Ing. (UPGM FIT VUT)
Musil Martin, Ing., Ph.D. (UPGM FIT VUT)
Musil Petr, Ing., Ph.D. (UPGM FIT VUT)
Najman Pavel, Ing., Ph.D. (UPGM FIT VUT)
Nosko Svetozár, Ing. (UPGM FIT VUT)
Ondel Yang Lucas Antoine Francois, Mgr., Ph.D. (UPGM FIT VUT)
Pavelková Alena, Ing. (UPGM FIT VUT)
Pešán Jan, Ing. (UPGM FIT VUT)
Polok Lukáš, Ing. (UPGM FIT VUT)
Přibyl Bronislav, Ing. (UPGM FIT VUT)
Rydlo Karol, Mgr. (UPGM FIT VUT)
Svoboda Pavel, Ing., Ph.D. (UITS FIT VUT)
Široký Adam, Ing. (UPGM FIT VUT)
Škoda Petr, RNDr. (UPGM FIT VUT)
Šolony Marek, Ing., PhD. (UPGM FIT VUT)
Španěl Michal, doc. Ing., Ph.D. (UPGM FIT VUT)
Veľas Martin, Ing., Ph.D. (UPGM FIT VUT)
Veselý Karel, Ing., Ph.D. (UPGM FIT VUT)
Vlk Jan, Ing., Ph.D. (UPGM FIT VUT)
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. Detail
- ROHDIN Johan A., SILNOVA Anna, DIEZ Sánchez Mireia, PLCHOT Oldřich, MATĚJKA Pavel, BURGET Lukáš and GLEMBEK Ondřej. End-to-end DNN based text-independent speaker recognition for long and short utterances. Computer Speech and Language, vol. 2020, no. 59, pp. 22-35. ISSN 0885-2308. Detail
- MLÍCH 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. Detail
- ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, DOBEŠ Petr, BARTL Vojtěch and HEROUT Adam. Learning Feature Aggregation in Temporal Domain for Re-Identification. Computer Vision and Image Understanding, vol. 192, no. 11, 2020, pp. 1-12. ISSN 1077-3142. Detail
- KRASYLENKO Yuliya and RYDLO Karol et al. The European mistletoe (Viscum album L.): distribution, host range, biotic interactions, and management worldwide with special emphasis on Ukraine. Botany, vol. 98, no. 9, 2020, pp. 499-516. ISSN 1916-2790. Detail
2019
- CARTAS Alejandro, KOCOUR Martin, RAMAN Aravindh, LEONTIADIS Ilias, LUQUE Jordi, SASTRY Nishanth, NUNEZ-MARTINEZ Leon, PERINO Diego and PERALES Carlos Segura. A Reality Check on Inference at Mobile Networks Edge. In: Proceedings of the 2nd ACM International Workshop on Edge Systems, Analytics and Networking (EDGESYS '19). Dressden: Association for Computing Machinery, 2019, pp. 54-59. ISBN 978-1-4503-6275-7. Detail
- NOVOTNÝ Ondřej, PLCHOT Oldřich, GLEMBEK Ondřej, ČERNOCKÝ Jan and BURGET Lukáš. Analysis of DNN Speech Signal Enhancement for Robust Speaker Recognition. Computer Speech and Language, vol. 2019, no. 58, pp. 403-421. ISSN 0885-2308. Detail
- KARAFIÁT Martin, BASKAR Murali K., WATANABE Shinji, HORI Takaaki, WIESNER Matthew and ČERNOCKÝ Jan. Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 2220-2224. ISSN 1990-9772. Detail
- ŠPAŇHEL Jakub, JURÁNEK Roman, HEROUT Adam, NOVÁK Jan and HAVRÁNEK Pavel. Analysis of Vehicle Trajectories for Determining Cross-Sectional Load Density Based on Computer Vision. In: 2019 22th International Conference on Intelligenet Transportation Systems (ITSC). Auckland: Institute of Electrical and Electronics Engineers, 2019, pp. 1001-1006. ISBN 978-1-5386-7024-8. Detail
- DIEZ Sánchez Mireia, BURGET Lukáš, WANG Shuai, ROHDIN Johan A. and ČERNOCKÝ Jan. Bayesian HMM based x-vector clustering for Speaker Diarization. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 346-350. ISSN 1990-9772. Detail
- ONDEL Yang Lucas Antoine Francois, VYDANA Hari K., BURGET Lukáš and ČERNOCKÝ Jan. Bayesian Subspace Hidden Markov Model for Acoustic Unit Discovery. In: Proceedings of Interspeech 2019. Graz: International Speech Communication Association, 2019, pp. 261-265. ISSN 1990-9772. Detail
- SZŐKE Igor, SKÁCEL Miroslav, MOŠNER Ladislav, PALIESEK Jakub and ČERNOCKÝ Jan. Building and Evaluation of a Real Room Impulse Response Dataset. IEEE Journal of Selected Topics in Signal Processing, vol. 13, no. 4, 2019, pp. 863-876. ISSN 1932-4553. Detail
- BAMBUŠEK Daniel, MATERNA Zdeněk, KAPINUS Michal, BERAN Vítězslav and SMRŽ Pavel. Combining Interactive Spatial Augmented Reality with Head-Mounted Display for End-User Collaborative Robot Programming. In: 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). New Delhi: Institute of Electrical and Electronics Engineers, 2019, pp. 1-9. ISBN 978-1-7281-2622-7. Detail
- ONDEL Yang Lucas Antoine Francois, LI Ruizhi, SELL Gregory and HEŘMANSKÝ Hynek. Deriving Spectro-temporal Properties of Hearing from Speech Data. In: Proceedings of ICASSP. Brighton: IEEE Signal Processing Society, 2019, pp. 411-415. ISBN 978-1-5386-4658-8. Detail
- ZEINALI Hossein, STAFYLAKIS Themos, ATHANASOPOULOU Georgia, ROHDIN Johan A., GKINIS Ioanis, BURGET Lukáš and ČERNOCKÝ Jan. Detecting Spoofing Attacks Using VGG and SincNet: BUT-Omilia Submission to ASVspoof 2019 Challenge. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 1073-1077. ISSN 1990-9772. Detail
- NOVOTNÝ Ondřej, PLCHOT Oldřich, GLEMBEK Ondřej, BURGET Lukáš and MATĚJKA Pavel. Discriminatively Re-trained i-Vector Extractor For Speaker Recognition. In: Proceedings of 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP). Brighton: IEEE Signal Processing Society, 2019, pp. 6031-6035. ISBN 978-1-5386-4658-8. Detail
- SEDLMAJER Kamil, BAMBUŠEK Daniel and BERAN Vítězslav. Effective Remote Drone Control Using Augmented Virtuality. In: Proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications 2019. Vienna: SciTePress - Science and Technology Publications, 2019, pp. 177-182. ISBN 978-989-758-376-6. Detail
- BAŘINA David, CHLUBNA Tomáš, ŠOLONY Marek, DLABAJA Drahomír and ZEMČÍK Pavel. Evaluation of 4D Light Field Compression Methods. In: International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), Part I. Computer Science Research Notes (CSRN), vol. 2019. Plzeň: Union Agency, 2019, pp. 55-61. ISBN 978-80-86943-37-4. Detail
- ZEINALI Hossein, BURGET Lukáš, ROHDIN Johan A., STAFYLAKIS Themos and ČERNOCKÝ Jan. How To Improve Your Speaker Embeddings Extractor in Generic Toolkits. In: Proceedings of 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP). Brighton: IEEE Signal Processing Society, 2019, pp. 6141-6145. ISBN 978-1-5386-4658-8. Detail
- VEĽAS Martin, ŠPANĚL Michal and HEROUT Adam. Indoor and Outdoor Backpack Mapping with Calibrated Pair of Velodyne LiDARs. Sensors, vol. 19, no. 18, 2019, pp. 1-34. ISSN 1424-8220. Detail
- VLK Jan, CHUDÝ Peter and PRUSTOMĚRSKÝ Milan. Light Sport Aircraft Auto-Land System. In: 38th Digital Avionics System Conference (DASC) - 2019 Conference Proceedings. San Diego, USA: Institute of Electrical and Electronics Engineers, 2019, pp. 1-10. ISBN 978-1-7281-0649-6. Detail
- KODYM Oldřich, ŠPANĚL Michal and HEROUT Adam. Segmentation of Defective Skulls from CT Data for Tissue Modelling. Computational Methods and Clinical Applications in Musculoskeletal Imaging. Shenzhen, 2019. Detail
- STAFYLAKIS Themos, ROHDIN Johan A., PLCHOT Oldřich, MIZERA Petr and BURGET Lukáš. Self-supervised speaker embeddings. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 2863-2867. ISSN 1990-9772. Detail
- BASKAR Murali K., WATANABE Shinji, ASTUDILLO Ramon, HORI Takaaki, BURGET Lukáš and ČERNOCKÝ Jan. Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 3790-3794. ISSN 1990-9772. Detail
- KOBRTEK Jozef, MILET Tomáš and HEROUT Adam. Silhouette Extraction for Shadow Volumes Using Potentially Visible Sets. In: International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG). Plzeň: Union Agency, 2019, pp. 9-16. ISBN 978-80-86943-37-4. Detail
- KAPINUS Michal, BERAN Vítězslav, MATERNA Zdeněk and BAMBUŠEK Daniel. Spatially Situated End-User Robot Programming in Augmented Reality. In: 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). New Delhi: Institute of Electrical and Electronics Engineers, 2019, pp. 1-9. ISBN 978-1-7281-2622-7. Detail
- ROHDIN Johan A., STAFYLAKIS Themos, SILNOVA Anna, ZEINALI Hossein, BURGET Lukáš and PLCHOT Oldřich. Speaker Verification Using End-To-End Adversarial Language Adaptation. In: Proceedings of ICASSP 2019. Brighton: IEEE Signal Processing Society, 2019, pp. 6006-6010. ISBN 978-1-5386-4658-8. Detail
- ŽMOLÍKOVÁ Kateřina, DELCROIX Marc, KINOSHITA Keisuke, OCHIAI Tsubasa, NAKATANI Tomohiro, BURGET Lukáš and ČERNOCKÝ Jan. SpeakerBeam: Speaker Aware Neural Network for Target Speaker Extraction in Speech Mixtures. IEEE Journal of Selected Topics in Signal Processing, vol. 13, no. 4, 2019, pp. 800-814. ISSN 1932-4553. Detail
- YANG Jinyi, ONDEL Yang Lucas Antoine Francois, MANOHAR Vimal and HEŘMANSKÝ Hynek. Towards Automatic Methods to Detect Errors in Transcriptions of Speech Recordings. In: Proceedings of ICASSP. Brighton: IEEE Signal Processing Society, 2019, pp. 3747-3751. ISBN 978-1-5386-4658-8. Detail
- ŠPAŇHEL Jakub, BARTL Vojtěch, JURÁNEK Roman and HEROUT Adam. Vehicle Re-Identification and Multi-Camera Tracking in Challenging City-Scale Environment. In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, vol. 2019. Long Beach: IEEE Computer Society, 2019, pp. 150-158. ISSN 2160-7516. Detail
- BOBÁK Petr, ČMOLÍK Ladislav and ČADÍK Martin. Video Sequence Boundary Labeling with Temporal Coherence. In: CGI 2019 Proceedings. LNCS, volume 11542, vol. 2019. Calgary: Springer International Publishing, 2019, pp. 40-52. ISBN 978-3-030-22514-8. ISSN 0302-9743. Detail
- JURÁNEK Roman, ŠPAŇHEL Jakub, SOCHOR Jakub, HEROUT Adam and NOVÁK Jan. Visual Analysis of Vehicle Trajectories for Determining Cross-Sectional Load Density. Transactions on Transport Sciences, vol. 10, no. 1, 2019, pp. 50-57. ISSN 1802-9876. Detail
2018
- WIESNER Matthew, LIU Chunxi, ONDEL Yang Lucas Antoine Francois, HARMAN Craig, MANOHAR Vimal, TRMAL Jan, HUANG Zhongqiang, DEHAK Najim and KHUDANPUR Sanjeev. Automatic Speech Recognition and Topic Identification for Almost-Zero-Resource Languages. In: Proceedings of Interspeech. Hyderabad: International Speech Communication Association, 2018, pp. 2052-2056. ISSN 1990-9772. Detail
- ONDEL Yang Lucas Antoine Francois, GODARD Pierre, BESACIER Laurent, LARSEN Elin, HASEGAWA-JOHNSON Mark, SCHARENBORG Odette, DUPOUX Emmanuel, BURGET Lukáš, YVON Francois and KHUDANPUR Sanjeev. Bayesian Models for Unit Discovery on a Very Low Resource Language. In: Proceedings of ICASSP 2018. Calgary: IEEE Signal Processing Society, 2018, pp. 5939-5943. ISBN 978-1-5386-4658-8. Detail
- BREJCHA Jan and ČADÍK Martin. Camera Orientation Estimation in Natural Scenes Using Semantic Cues. In: 2018 International Conference on 3D Vision. Verona: IEEE Computer Society, 2018, pp. 208-217. ISBN 978-1-5386-2610-8. Detail
- 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. Detail
- VEĽAS 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. Detail
- KÄLVIÄINEN Heikki, EEROLA Tuomas, LENSU Lasse, ILONEN Jarmo, ZEMČÍK Pavel, DUBSKÁ Markéta and JURÁNEK Roman. Comparison of bubble detectors and size distribution estimators. Pattern Recognition Letters, vol. 101, no. 1, 2018, pp. 60-66. ISSN 0167-8655. Detail
- RYANT Neville, BERGELSON Elika, CHURCH Kenneth, CRISTIA Alejandrina, DU Jun, GANAPATHY Sriram, KHUDANPUR Sanjeev, KOWALSKI Diana, KRISHNAMOORTHY Mahesh, KULSHRESHTA Rajat, LIBERMAN Mark, LU Yu-Ding, MACIEJEWSKI Matthew, METZE Florian, PROFANT Ján, SUN Lei, TSAO Yu and YU Zhou. Enhancement and Analysis of Conversational Speech: JSALT 2017. In: Proceedings of ICASSP 2018. Calgary: IEEE Signal Processing Society, 2018, pp. 5154-5158. ISBN 978-1-5386-4658-8. Detail
- BREJCHA Jan, LUKÁČ Michal, CHEN Zhili, DIVERDI Stephen and ČADÍK Martin. Immersive Trip Reports. In: Proceedings of the 31st ACM User Interface Software and Technology Symposium. Berlín: Association for Computing Machinery, 2018, pp. 389-401. ISBN 978-1-4503-5948-1. Detail
- SCHARENBORG Odette, BESACIER Laurent, BLACK Alan, HASEGAWA-JOHNSON Mark, METZE Florian, NEUBIG Graham, STÜKER Sebastian, GODARD Pierre, MÜLLER Markus, ONDEL Yang Lucas Antoine Francois, PALASKAR Shruti, ARTHUR Philip, CIANNELLA Francesco, DU Mingxing, LARSEN Elin, MERKX Danny, RIAD Rachid, WANG Liming and DUPOUX Emmanuel. Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop. In: Proceedings of ICASSP 2018. Calgary: IEEE Signal Processing Society, 2018, pp. 4979-4983. ISBN 978-1-5386-4658-8. Detail
- KRÁLÍK Miroslav, KLÍMA Ondřej, POLCEROVÁ Lenka, URBANOVÁ Petra and ČUTA Martin. Morphometric Sex Estimation from the Hip Bone by Means of the HIP 1.1 Software. In: ShapeMI MICCAI 2018: Workshop on Shape in Medical Imaging Proceedings. Lecture Notes in Computer Science, vol. 11167. Granada: Springer Verlag, 2018, pp. 78-89. ISBN 978-3-030-04746-7. ISSN 0302-9743. Detail
- BARTOS Anthony L., CIPR Tomáš, NELSON Douglas J., SCHWARZ Petr, BANOWETZ John and JERABEK Ladislav. Noise-robust speech triage. Journal of the Acoustical Society of America, vol. 143, no. 4, 2018, pp. 2313-2320. ISSN 1520-8524. Detail
- KODYM Oldřich, ŠPANĚL Michal and HEROUT Adam. Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss. In: Pattern Recognition, 40th German Conference, GCPR 2018 Proceedings. LNCS, volume 11269, vol. 2018. Stuttgart: Springer International Publishing, 2018, pp. 105-114. ISBN 978-3-030-12938-5. ISSN 0302-9743. Detail
- KODYM Oldřich and ŠPANĚL Michal. 3D Image Segmentation using Graph-Cut and Random Forests Learned from Partial Annotations. In: Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: BIOIMAGING. Funchal: Institute for Systems and Technologies of Information, Control and Communication, 2018, pp. 124-131. ISBN 978-989-758-278-3. Detail
- DELCROIX Marc, ŽMOLÍKOVÁ Kateřina, KINOSHITA Keisuke, ARAKI Shoko, OGAWA Atsunori and NAKATANI Tomohiro. SpeakerBeam: A New Deep Learning Technology for Extracting Speech of a Target Speaker Based on the Speaker's Voice Characteristics. NTT Technical Review, vol. 16, no. 11, 2018, pp. 19-24. ISSN 1348-3447. Detail
- GODARD Pierre, BOITO Marcely Z., ONDEL Yang Lucas Antoine Francois, BERARD Alexandre, YVON Francois, VILLAVICENCIO Aline and BESACIER Laurent. Unsupervised Word Segmentation from Speech with Attention. In: Proceeding of Interspeech 2018. Hyderabad: International Speech Communication Association, 2018, pp. 2678-2682. ISSN 1990-9772. Detail
- KLÍMA Ondřej, MADEJA Roman, ŠPANĚL Michal, ČUTA Martin, ZEMČÍK Pavel, STOKLÁSEK Pavel and MIZERA Aleš. Virtual 2D-3D Fracture Reduction with Bone Length Recovery Using Statistical Shape Models. In: ShapeMI MICCAI 2018: Workshop on Shape in Medical Imaging Proceedings. LNCS. Granada: Springer International Publishing, 2018, pp. 207-219. ISBN 978-3-030-04746-7. ISSN 0302-9743. Detail
2017
- PŘIBYL Bronislav, ZEMČÍK Pavel and ČADÍK Martin. Absolute Pose Estimation from Line Correspondences using Direct Linear Transformation. Computer Vision and Image Understanding, vol. 161, no. 1, 2017, pp. 130-144. ISSN 1077-3142. Detail
- BAŘINA David, KULA Michal, MATÝŠEK Michal and ZEMČÍK Pavel. Accelerating Discrete Wavelet Transforms on GPUs. In: International Conference on Image Processing (ICIP). Beijing: IEEE Signal Processing Society, 2017, pp. 2707-2710. ISBN 978-1-5090-2175-8. Detail
- BAŘINA David, KULA Michal, MATÝŠEK Michal and ZEMČÍK Pavel. Accelerating Discrete Wavelet Transforms on Parallel Architectures. Journal of WSCG, vol. 25, no. 2, 2017, pp. 77-85. ISBN 978-80-86943-43-5. ISSN 1213-6972. Detail
- FAJČÍK Martin, SMRŽ Pavel and ZACHARIÁŠOVÁ Marcela. Automation of Processor Verification Using Recurrent Neural Networks. In: 18th International Workshop on Microprocessor and SOC Test, Security and Verification (MTV). Austin, Texas: Institute of Electrical and Electronics Engineers, 2017, pp. 15-20. ISBN 978-1-5386-3351-9. Detail
- DAS Amit, HASEGAWA-JOHNSON Mark and VESELÝ Karel. Deep Auto-encoder Based Multi-task Learning Using Probabilistic Transcriptions. In: Proceedings of Interspeech 2017. Stockholm: International Speech Communication Association, 2017, pp. 2073-2077. ISSN 1990-9772. Detail
- HIGUCHI Takuya, KINOSHITA Keisuke, DELCROIX Marc, ŽMOLÍKOVÁ Kateřina and NAKATANI Tomohiro. Deep clustering-based beamforming for separation with unknown number of sources. In: Proceedings of Interspeech 2017. Stockholm: International Speech Communication Association, 2017, pp. 1183-1187. ISSN 1990-9772. Detail
- PRIVALOV Vladimir, BERAN Vítězslav and SMRŽ Pavel. Effectiveness of the Bag-of-Words approach on the object search problem in 3D domain. In: Proceedings of SCCG 2017. Proceedings - SCCG 2017: 33rd Spring Conference on Computer Graphics. New York City, NY: Association for Computing Machinery, 2017, pp. 138-145. ISBN 978-1-4503-5107-2. Detail
- VLK Jan and CHUDÝ Peter. General Aviation Digital Autopilot Design Based on LQR/LQG Control Strategy. In: Proceedings of 36th Digital Avionics Systems Conference. St. Petersburg, FL: IEEE Computer Society, 2017, pp. 1-9. ISBN 978-1-5386-0365-9. Detail
- BREJCHA Jan and ČADÍK Martin. GeoPose3K: Mountain Landscape Dataset for Camera Pose Estimation in Outdoor Environments. Image and Vision Computing, vol. 2017, no. 1, pp. 1-41. ISSN 0262-8856. Detail
- ZEINALI Hossein, SAMETI Hossein and BURGET Lukáš. HMM-Based Phrase-Independent i-Vector Extractor for Text-Dependent Speaker Verification. IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, vol. 25, no. 7, 2017, pp. 1421-1435. ISSN 2329-9290. Detail
- ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, HEROUT Adam, MARŠÍK Lukáš and ZEMČÍK Pavel. Holistic Recognition of Low Quality License Plates by CNN using Track Annotated Data. In: International Workshop on Traffic and Street Surveillance for Safety and Security (AVSS 2017). Lecce: IEEE Computer Society, 2017, pp. 1-6. ISBN 978-1-5386-2939-0. Detail
- ŽMOLÍKOVÁ Kateřina, DELCROIX Marc, KINOSHITA Keisuke, HIGUCHI Takuya, OGAWA Atsunori and NAKATANI Tomohiro. Learning Speaker Representation for Neural Network Based Multichannel Speaker Extraction. In: Proceedings of ASRU 2017. Okinawa: IEEE Signal Processing Society, 2017, pp. 8-15. ISBN 978-1-5090-4788-8. Detail
- VESELÝ Karel, BASKAR Murali K., DIEZ Sánchez Mireia and BENEŠ Karel. MGB-3 BUT System: Low-resource ASR on Egyptian YOUTUBE data. In: Proceedings of ASRU 2017. Okinawa: IEEE Signal Processing Society, 2017, pp. 368-373. ISBN 978-1-5090-4788-8. Detail
- SVOBODA Stanislav and BAŘINA David. New Transforms for JPEG Format. In: Conference Materials and Posters of Spring Conference on Computer Graphics SCCG 2017. Mikulov: Brno University of Technology, 2017, pp. 25-30. ISSN 1335-5694. Detail
- VESELÝ Karel, BURGET Lukáš and ČERNOCKÝ Jan. Semi-supervised DNN training with word selection for ASR. In: Proceedings of Interspeech 2017. Stockholm: International Speech Communication Association, 2017, pp. 3687-3691. ISSN 1990-9772. Detail
- BREJCHA Jan and ČADÍK Martin. State-of-the-art in Visual Geo-localization. Pattern Analysis and Applications, vol. 2017, no. 3, pp. 1-25. ISSN 1433-7541. Detail
- PAPADOPOULOS Pavlos, TRAVADI Ruchir, VAZ Colin, MALANDRAKIS Nikolaos, HERMJAKOB Ulf, POURDAMGHANI Nima, PUST Michael, ZHANG Boliang, PAN Xiaoman, LU Di, LIN Ying, GLEMBEK Ondřej, BASKAR Murali K., KARAFIÁT Martin, BURGET Lukáš, HASEGAWA-JOHNSON Mark, JI Heng, MAY Jonathan, KNIGHT Kevin and NARAYANAN Shrikanth. Team ELISA System for DARPA LORELEI Speech Evaluation 2016. In: Proceedings of Interspeech 2017. Stockholm: International Speech Communication Association, 2017, pp. 2053-2057. ISSN 1990-9772. Detail
- MATERNA Zdeněk, ŠPANĚL Michal, MAST Marcus, BERAN Vítězslav, WEISSHARDT Florian, BURMESTER Michael and SMRŽ Pavel. Teleoperating Assistive Robots: A Novel User Interface for Remote Manipulation and Navigation Relying on Semi-Autonomy and Global 3D Environment Mapping. Journal of Robotics and Mechatronics, vol. 29, no. 2, 2017, pp. 381-394. ISSN 0915-3942. Detail
- BAŘINA David, NAJMAN Pavel, KLEPÁRNÍK Petr, KULA Michal and ZEMČÍK Pavel. The Parallel Algorithm for the 2-D Discrete Wavelet Transform. In: Ninth International Conference on Graphic and Image Processing (ICGIP 2017). Qingdao: SPIE - the international society for optics and photonics, 2017, pp. 1-6. ISBN 978-1-5106-1741-4. ISSN 0277-786X. Detail
2017
- HIP 1.1 - High-sensitive Innominate Processing, software, 2017
Authors: Králík Miroslav, Urbanová Petra, Klíma Ondřej, Mikešová Tereza, Wagenknechtová Martina, Jungerová Jana Detail - Non-Separable Schemes for Discrete Wavelet Transform for Multi-Core CPUs, software, 2017
Authors: Najman Pavel, Klepárník Petr, Bařina David Detail - Non-Separable Schemes for Discrete Wavelet Transform in Pixel Shaders, software, 2017
Authors: Matýšek Michal, Bařina David, Zemčík Pavel Detail - uFFT, software, 2017
Authors: Bařina David Detail