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ORCIDPavel Zezula
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- affiliation: Masaryk University, Brno, Czech Republic
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2020 – today
- 2024
[j46]Vladimir Mic
, Pavel Zezula:
Filtering with relational similarity. Inf. Syst. 122: 102345 (2024)- [j45]Petr Elias, Matus Macko, Jan Sedmidubský, Pavel Zezula:
Tracking subjects and detecting relationships in crowded city videos. Multim. Tools Appl. 83(5): 15339-15361 (2024) - [c140]Paolo Ciaccia, Marco Patella, Fausto Rabitti, Pavel Zezula:
Tasting the Time: How M-Tree Broke the "27 Club" Curse. SEBD 2024: 6-8 - [c139]Marek Mahrík, Matús Sikyna, Vladimir Mic, Pavel Zezula:
Towards Personalized Similarity Search for Vector Databases. SISAP 2024: 126-139 - 2023
- [c138]Vladimir Mic, Jan Sedmidubský, Pavel Zezula:
CRANBERRY: Memory-Effective Search in 100M High-Dimensional CLIP Vectors. SISAP 2023: 300-308 - 2022
- [j44]Vladimir Mic, Pavel Zezula:
Data-dependent metric filtering. Inf. Syst. 108: 101980 (2022) - [c137]Iris Kico, Jan Sedmidubský, Pavel Zezula:
Towards Efficient Human Action Retrieval Based on Triplet-Loss Metric Learning. DEXA (1) 2022: 234-247 - [c136]Jakub Peschel, Michal Batko, Pavel Zezula:
Analytical Algebra: Extension of Relational Algebra. DEXA (2) 2022: 284-290 - [c135]Jakub Peschel, Michal Batko, Pavel Zezula:
On Selection of Efficient Sequential Pattern Mining Algorithm Based on Characteristics of Data. ISM 2022: 202-205 - [c134]Vladimir Mic, Pavel Zezula:
Concept of Relational Similarity Search. SISAP 2022: 89-103 - [c133]Markéta Krenková, Vladimir Mic, Pavel Zezula:
Similarity Search with the Distance Density Model. SISAP 2022: 118-132 - 2021
- [j43]Jan Sedmidubský, Petr Elias, Petra Budíková, Pavel Zezula:
Content-Based Management of Human Motion Data: Survey and Challenges. IEEE Access 9: 64241-64255 (2021) - [j42]Petra Budíková, Jan Sedmidubský, Jan Horvath, Pavel Zezula:
Efficient Retrieval of Human Motion Episodes Based on Indexed Motion-Word Representations. Int. J. Semantic Comput. 15(2): 189-213 (2021) - [j41]Petr Elias, Jan Sedmidubský, Pavel Zezula:
Understanding the limits of 2D skeletons for action recognition. Multim. Syst. 27(3): 547-561 (2021) - [j40]Jan Sedmidubský, Pavel Zezula:
Efficient combination of classifiers for 3D action recognition. Multim. Syst. 27(5): 941-952 (2021) - [c132]Petra Budíková, Jan Sedmidubský, Pavel Zezula:
Efficient Indexing of 3D Human Motions. ICMR 2021: 10-18 - [c131]Petr Elias, Veronika Skvarlova, Pavel Zezula:
SPEED21: Speed Climbing Motion Dataset. MMSports@MM 2021: 43-50 - [c130]Vladimir Mic, Tomás Racek, Ales Krenek, Pavel Zezula:
Similarity Search for an Extreme Application: Experience and Implementation. SISAP 2021: 265-279 - [c129]Jakub Peschel, Michal Batko, Jakub Valcík, Jan Sedmidubský, Pavel Zezula:
FIMSIM: Discovering Communities by Frequent Item-Set Mining and Similarity Search. SISAP 2021: 372-383 - 2020
- [j39]Richard Connor, Alan Dearle, Vladimir Mic, Pavel Zezula:
On the application of convex transforms to metric search. Pattern Recognit. Lett. 138: 563-570 (2020) - [c128]Jakub Peschel, Michal Batko, Pavel Zezula:
Algebra for Complex Analysis of Data. DEXA (1) 2020: 177-187 - [c127]Jan Sedmidubský, Petra Budíková, Vlastislav Dohnal, Pavel Zezula:
Motion Words: A Text-Like Representation of 3D Skeleton Sequences. ECIR (1) 2020: 527-541 - [c126]Petra Budíková, Jan Sedmidubský, Jan Horvath, Pavel Zezula:
Towards Scalable Retrieval of Human Motion Episodes. ISM 2020: 49-56 - [c125]Jakub Peschel, Michal Batko, Pavel Zezula:
Techniques for Complex Analysis of Contemporary Data. PRIS 2020: 15:1-15:5 - [c124]Vladimir Mic, Pavel Zezula:
Accelerating Metric Filtering by Improving Bounds on Estimated Distances. SISAP 2020: 3-17 - [i6]Jan Sedmidubský, Pavel Zezula:
Combining Deep Learning Classifiers for 3D Action Recognition. CoRR abs/2004.10314 (2020)
2010 – 2019
- 2019
- [j38]Jan Sedmidubský, Petr Elias, Pavel Zezula:
Searching for variable-speed motions in long sequences of motion capture data. Inf. Syst. 80: 148-158 (2019) - [j37]Fabio Carrara, Petr Elias, Jan Sedmidubský, Pavel Zezula:
LSTM-based real-time action detection and prediction in human motion streams. Multim. Tools Appl. 78(19): 27309-27331 (2019) - [j36]Vladimir Mic, David Novak, Pavel Zezula:
Binary Sketches for Secondary Filtering. ACM Trans. Inf. Syst. 37(1): 1:1-1:28 (2019) - [c123]Petr Elias, Jan Sedmidubský, Pavel Zezula:
Understanding the Gap between 2D and 3D Skeleton-Based Action Recognition. ISM 2019: 192-195 - [c122]Jan Sedmidubský, Pavel Zezula:
Augmenting Spatio-Temporal Human Motion Data for Effective 3D Action Recognition. ISM 2019: 204-207 - [c121]Jan Sedmidubský, Pavel Zezula:
Similarity Search in 3D Human Motion Data. ICMR 2019: 5-6 - [c120]Jan Sedmidubský, Petr Elias, Pavel Zezula:
Benchmarking Search and Annotation in Continuous Human Skeleton Sequences. ICMR 2019: 38-42 - [c119]Jan Sedmidubský, Pavel Zezula:
Recognizing User-Defined Subsequences in Human Motion Data. ICMR 2019: 395-398 - [c118]Pavel Zezula:
Similarity Management of Data: The DISA Experience. SEBD 2019 - [c117]Lucia Vadicamo, Vladimir Mic, Fabrizio Falchi, Pavel Zezula:
Metric Embedding into the Hamming Space with the n-Simplex Projection. SISAP 2019: 265-272 - [c116]Jakub Peschel, Pavel Zezula:
ADAMiSS: Advanced Data Analysis, Mining and Search, System. SISAP 2019: 351-355 - 2018
- [j35]Petra Budíková, Michal Batko, Pavel Zezula:
ConceptRank for search-based image annotation. Multim. Tools Appl. 77(7): 8847-8882 (2018) - [j34]Jan Sedmidubský, Petr Elias, Pavel Zezula:
Effective and efficient similarity searching in motion capture data. Multim. Tools Appl. 77(10): 12073-12094 (2018) - [j33]Filip Nalepa, Michal Batko, Pavel Zezula:
Towards Faster Similarity Search by Dynamic Reordering of Streamed Queries. Trans. Large Scale Data Knowl. Centered Syst. 38: 61-88 (2018) - [c115]Vladimir Mic, David Novak, Lucia Vadicamo, Pavel Zezula:
Selecting Sketches for Similarity Search. ADBIS 2018: 127-141 - [c114]Jan Sedmidubský, Pavel Zezula:
Probabilistic Classification of Skeleton Sequences. DEXA (2) 2018: 50-65 - [c113]Vladimir Mic, David Novak, Pavel Zezula:
Modifying Hamming Spaces for Efficient Search. ICDM Workshops 2018: 945-953 - [c112]Filip Nalepa, Michal Batko, Pavel Zezula:
Combining Cache and Priority Queue to Enhance Evaluation of Similarity Search Queries. ICNC-FSKD 2018: 956-963 - [c111]Filip Nálepa, Michal Batko, Pavel Zezula:
Continuous Time-Dependent kNN Join by Binary Sketches. IDEAS 2018: 64-73 - [c110]Filip Nalepa, Michal Batko, Pavel Zezula:
Speeding Up Continuous kNN Join by Binary Sketches. ICDM 2018: 183-198 - [c109]Petra Budíková, Michal Batko, Pavel Zezula:
Multi-modal Image Retrieval for Search-Based Image Annotation with RF. ISM 2018: 52-60 - [c108]Jan Sedmidubský, Pavel Zezula:
Similarity-Based Processing of Motion Capture Data. ACM Multimedia 2018: 2087-2089 - [r4]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Indexing Metric Spaces. Encyclopedia of Database Systems (2nd ed.) 2018 - [r3]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Metric Space. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j32]David Mera, Michal Batko, Pavel Zezula:
Speeding up the multimedia feature extraction: a comparative study on the big data approach. Multim. Tools Appl. 76(5): 7497-7517 (2017) - [j31]Petra Budíková, Michal Batko, Pavel Zezula:
Fusion Strategies for Large-Scale Multi-modal Image Retrieval. Trans. Large Scale Data Knowl. Centered Syst. 33: 146-184 (2017) - [c107]Jan Sedmidubský, Pavel Zezula, Jan Svec:
Fast Subsequence Matching in Motion Capture Data. ADBIS 2017: 59-72 - [c106]Filip Nalepa, Michal Batko, Pavel Zezula:
Towards High Similarity Search Throughput by Dynamic Query Reordering and Parallel Processing. ADBIS 2017: 262-277 - [c105]Petr Elias, Jan Sedmidubský, Pavel Zezula:
A Real-Time Annotation of Motion Data Streams. ISM 2017: 154-161 - [c104]Jan Sedmidubský, Petr Elias, Pavel Zezula:
Enhancing Effectiveness of Descriptors for Searching and Recognition in Motion Capture Data. ISM 2017: 240-243 - [c103]Jan Sedmidubský, Pavel Zezula:
A Web Application for Subsequence Matching in 3D Human Motion Data. ISM 2017: 372-373 - [c102]Filip Nalepa, Michal Batko, Pavel Zezula:
Cache and Priority Queue Based Approximation Technique for a Stream of Similarity Search Queries. SISAP 2017: 17-33 - [c101]Vladimir Mic, David Novak, Pavel Zezula:
Sketches with Unbalanced Bits for Similarity Search. SISAP 2017: 53-63 - 2016
- [j30]Petra Budíková, Michal Batko, David Novak, Pavel Zezula:
Inherent Fusion: Towards Scalable Multi-Modal Similarity Search. J. Database Manag. 27(4): 1-23 (2016) - [j29]Jakub Valcík, Jan Sedmidubský, Pavel Zezula:
Assessing similarity models for human-motion retrieval applications. Comput. Animat. Virtual Worlds 27(5): 484-500 (2016) - [j28]David Novak, Pavel Zezula:
PPP-Codes for Large-Scale Similarity Searching. Trans. Large Scale Data Knowl. Centered Syst. 24: 61-87 (2016) - [c100]Pavel Zezula:
Similarity Searching for Database Applications. ADBIS 2016: 3-10 - [c99]Filip Nalepa, Michal Batko, Pavel Zezula:
Enhancing Similarity Search Throughput by Dynamic Query Reordering. DEXA (2) 2016: 185-200 - [c98]Vladimir Mic, David Novak, Pavel Zezula:
Designing Sketches for Similarity Filtering. ICDM Workshops 2016: 655-662 - [c97]Vladimir Mic, David Novak, Pavel Zezula:
Speeding up Similarity Search by Sketches. SISAP 2016: 250-258 - [c96]Jan Sedmidubský, Petr Elias, Pavel Zezula:
Similarity Searching in Long Sequences of Motion Capture Data. SISAP 2016: 271-285 - 2015
- [j27]Vlastislav Dohnal, Tomas Homola, Pavel Zezula:
MDPV: metric distance permutation vocabulary. Inf. Retr. J. 18(1): 51-72 (2015) - [j26]Nieves R. Brisaboa, Oscar Pedreira, Pavel Zezula:
Preface. Inf. Syst. 52: 129 (2015) - [j25]Pavel Zezula:
Similarity Searching for the Big Data - Challenges and Research Objectives. Mob. Networks Appl. 20(4): 487-496 (2015) - [c95]Jakub Valcík, Jan Sedmidubský, Pavel Zezula:
Improving Kinect-Skeleton Estimation. ACIVS 2015: 575-587 - [c94]Petra Budíková, Michal Batko, Jan Botorek, Pavel Zezula:
Search-Based Image Annotation: Extracting Semantics from Similar Images. CLEF 2015: 327-339 - [c93]Filip Nalepa, Michal Batko, Pavel Zezula:
Model for Performance Analysis of Distributed Stream Processing Applications. DEXA (2) 2015: 520-533 - [c92]Filip Nalepa, Michal Batko, Pavel Zezula:
Performance Analysis of Distributed Stream Processing Applications Through Colored Petri Nets. MEMICS 2015: 93-106 - [c91]David Novak, Michal Batko, Pavel Zezula:
Large-scale Image Retrieval using Neural Net Descriptors. SIGIR 2015: 1039-1040 - [c90]Jan Sedmidubský, Vladimir Mic, Pavel Zezula:
Face Image Retrieval Revisited. SISAP 2015: 204-216 - [c89]David Novak, Jan Cech, Pavel Zezula:
Efficient Image Search with Neural Net Features. SISAP 2015: 237-243 - [c88]Petr Elias, Jan Sedmidubský, Pavel Zezula:
Motion Images: An Effective Representation of Motion Capture Data for Similarity Search. SISAP 2015: 250-255 - 2014
- [j24]David Novak, Pavel Zezula:
Performance Study of Independent Anchor Spaces for Similarity Searching. Comput. J. 57(11): 1741-1755 (2014) - [j23]Stepan Kozak, David Novak, Pavel Zezula:
Privacy-Preserving Outsourced Similarity Search. J. Database Manag. 25(3): 48-71 (2014) - [c87]Petra Budíková, Jan Botorek, Michal Batko, Pavel Zezula:
DISA at ImageCLEF 2014: The Search-based Solution for Scalable Image Annotation. CLEF (Working Notes) 2014: 360-371 - [c86]David Novak, Pavel Zezula:
Rank Aggregation of Candidate Sets for Efficient Similarity Search. DEXA (2) 2014: 42-58 - [c85]Michal Balazia, Jan Sedmidubský, Pavel Zezula:
Semantically Consistent Human Motion Segmentation. DEXA (1) 2014: 423-437 - [c84]Pavel Zezula:
Scalable Similarity Search for Big Data - Challenges and Research Objectives. Infoscale 2014: 3-12 - [c83]David Mera, Michal Batko, Pavel Zezula:
Towards Fast Multimedia Feature Extraction: Hadoop or Storm. ISM 2014: 106-109 - [c82]Michal Batko, Petra Budíková, Petr Elias, Pavel Zezula:
CLAN Photo Presenter: Multi-modal Summarization Tool for Image Collections. ICMR 2014: 541 - [i5]Petra Budíková, Jan Botorek, Michal Batko, Pavel Zezula:
DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features. CoRR abs/1409.4627 (2014) - [i4]Jan Botorek, Petra Budíková, Pavel Zezula:
Visual Concept Ontology for Image Annotations. CoRR abs/1412.6082 (2014) - 2013
- [c81]Jan Sedmidubský, Jakub Valcík, Pavel Zezula:
A Key-Pose Similarity Algorithm for Motion Data Retrieval. ACIVS 2013: 669-681 - [c80]Jan Sedmidubský, Michal Batko, Pavel Zezula:
Face-Based People Searching in Videos. ECIR 2013: 853-856 - [c79]Ricardo J. Barrientos, José Ignacio Gómez, Christian Tenllado, Manuel Prieto-Matías, Pavel Zezula:
Multi-level Clustering on Metric Spaces Using a Multi-GPU Platform. Euro-Par 2013: 216-228 - [c78]Michal Batko, Jan Botorek, Petra Budíková, Pavel Zezula:
Content-based annotation and classification framework: a general multi-purpose approach. IDEAS 2013: 58-67 - [e2]Nieves R. Brisaboa, Oscar Pedreira, Pavel Zezula:
Similarity Search and Applications - 6th International Conference, SISAP 2013, A Coruña, Spain, October 2-4, 2013, Proceedings. Lecture Notes in Computer Science 8199, Springer 2013, ISBN 978-3-642-41061-1 [contents] - 2012
- [j22]Tomas Homola, Vlastislav Dohnal, Pavel Zezula:
On Combining Sequence Alignment and Feature-Quantization for Sub-Image Searching. Int. J. Multim. Data Eng. Manag. 3(3): 20-44 (2012) - [j21]David Novak, Michal Batko, Pavel Zezula:
Large-scale similarity data management with distributed Metric Index. Inf. Process. Manag. 48(5): 855-872 (2012) - [c77]Petra Budíková, Michal Batko, Pavel Zezula:
Query Language for Complex Similarity Queries. ADBIS 2012: 85-98 - [c76]David Novak, Petr Volny, Pavel Zezula:
Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency. DEXA (2) 2012: 256-265 - [c75]Jan Sedmidubský, Jakub Valcík, Michal Balazia, Pavel Zezula:
Gait Recognition Based on Normalized Walk Cycles. ISVC (2) 2012: 11-20 - [c74]Jakub Valcík, Jan Sedmidubský, Michal Balazia, Pavel Zezula:
Identifying Walk Cycles for Human Recognition. PAISI 2012: 127-135 - [c73]Stepan Kozak, David Novak, Pavel Zezula:
Secure Metric-Based Index for Similarity Cloud. Secure Data Management 2012: 130-147 - [c72]Pavel Zezula:
Future Trends in Similarity Searching. SISAP 2012: 8-24 - [c71]Pavel Zezula:
Multi Feature Indexing Network MUFIN for Similarity Search Applications. SOFSEM 2012: 77-87 - [i3]Petra Budíková, Michal Batko, Pavel Zezula:
Query Language for Complex Similarity Queries. CoRR abs/1204.1185 (2012) - [i2]Petr Volny, David Novak, Pavel Zezula:
Employing Subsequence Matching in Audio Data Processing. CoRR abs/1204.2541 (2012) - [i1]David Novak, Petr Volny, Pavel Zezula:
Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency. CoRR abs/1206.2510 (2012) - 2011
- [j20]David Novak, Michal Batko, Pavel Zezula:
Metric Index: An efficient and scalable solution for precise and approximate similarity search. Inf. Syst. 36(4): 721-733 (2011) - [c70]Petra Budíková, Michal Batko, Pavel Zezula:
MUFIN at ImageCLEF 2011: Success or Failure? CLEF (Notebook Papers/Labs/Workshop) 2011 - [c69]Petra Budíková, Michal Batko, Pavel Zezula:
Evaluation Platform for Content-Based Image Retrieval Systems. TPDL 2011: 130-142 - [c68]Tomas Homola, Vlastislav Dohnal, Pavel Zezula:
Searching for Sub-images Using Sequence Alignment. ISM 2011: 61-68 - [c67]Martin Kyselak, David Novak, Pavel Zezula:
Stabilizing the recall in similarity search. SISAP 2011: 43-49 - 2010
- [j19]Michal Batko, Fabrizio Falchi, Claudio Lucchese, David Novak, Raffaele Perego, Fausto Rabitti, Jan Sedmidubský, Pavel Zezula:
Building a web-scale image similarity search system. Multim. Tools Appl. 47(3): 599-629 (2010) - [j18]Vlastislav Dohnal, Pavel Zezula:
Real-life performance of metric searching. ACM SIGSPATIAL Special 2(2): 28-31 (2010) - [c66]Petra Budíková, Michal Batko, Pavel Zezula:
Similarity Query Postprocessing by Ranking. Adaptive Multimedia Retrieval 2010: 159-173 - [c65]Tomas Homola, Vlastislav Dohnal, Pavel Zezula:
Proximity-Based Order-Respecting Intersection for Searching in Image Databases. Adaptive Multimedia Retrieval 2010: 174-188 - [c64]David Novak, Martin Kyselak, Pavel Zezula:
On locality-sensitive indexing in generic metric spaces. SISAP 2010: 59-66 - [c63]Petra Budíková, Michal Batko, Pavel Zezula:
Improving the image retrieval system by ranking. SISAP 2010: 123-124 - [c62]Vojtech Zavrel, Michal Batko, Pavel Zezula:
Visual video retrieval system using MPEG-7 descriptors. SISAP 2010: 125-126 - [c61]Tomas Homola, Vlastislav Dohnal, Pavel Zezula:
Sub-image searching through intersection of local descriptors. SISAP 2010: 127-128 - [p4]Stanislav Barton, Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula:
Toward Self-Organizing Search Systems. Computational Social Network Analysis 2010: 49-80
2000 – 2009
- 2009
- [j17]Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Pavel Zezula:
Distance browsing in distributed multimedia databases. Future Gener. Comput. Syst. 25(1): 64-76 (2009) - [j16]Federica Mandreoli, Riccardo Martoglia, Pavel Zezula:
Principles of Holism for sequential twig pattern matching. VLDB J. 18(6): 1369-1392 (2009) - [c60]Vlastislav Dohnal, Pavel Zezula:
Similarity Searching in Structured and Unstructured P2P Networks. QSHINE 2009: 400-416 - [c59]David Novak, Michal Batko, Pavel Zezula:
Generic similarity search engine demonstrated by an image retrieval application. SIGIR 2009: 840 - [c58]Tomás Skopal, Vlastislav Dohnal, Michal Batko, Pavel Zezula:
Distinct nearest neighbors queries for similarity search in very large multimedia databases. WIDM 2009: 11-14 - [p3]