An Overview and Empirical Comparison of Distance Metric Learning Methods P Moutafis, M Leng, IA Kakadiaris Transactions on Cybernetics 1 (99), 1-14, 2016 | 89 | 2016 |
Semi-Coupled Basis and Distance Metric Learning for Cross-Domain Matching: Application to Low-Resolution Face Recognition P Moutafis, IA Kakadiaris Proc. 2nd International Joint Conference on Biometrics, Clearwater, FL, 8, 2014 | 26 | 2014 |
Efficient processing of all-k-nearest-neighbor queries in the MapReduce programming framework P Moutafis, G Mavrommatis, M Vassilakopoulos, S Sioutas Data & Knowledge Engineering 121, 42-70, 2019 | 24 | 2019 |
Joint prototype and metric learning for set-to-set matching: Application to biometrics M Leng, P Moutafis, IA Kakadiaris 2015 IEEE 7th International Conference on Biometrics Theory, Applications …, 2015 | 10 | 2015 |
Rank-Based Score Normalization for Multi-Biometric Score Fusion P Moutafis, IA Kakadiaris Proc. 8th International Symposium on Technologies for Homeland Security …, 2015 | 10 | 2015 |
Slicenbound: solving closest pairs and distance join queries in apache spark G Mavrommatis, P Moutafis, M Vassilakopoulos, F García-García, A Corral Advances in Databases and Information Systems: 21st European Conference …, 2017 | 9 | 2017 |
Can We Do Better in Unimodal Biometric Systems? A Rank-Based Score Normalization Framework P Moutafis, IA Kakadiaris Transactions on Cybernetics, vol. pp, no. 4, pp. 1 – 14, 2014 | 9 | 2014 |
Algorithms for processing the group K nearest-neighbor query on distributed frameworks P Moutafis, F García-García, G Mavrommatis, M Vassilakopoulos, A Corral, ... Distributed and Parallel Databases 39, 733-784, 2021 | 8 | 2021 |
An improved GPU-based algorithmfor processing the k nearest neighbor query P Velentzas, P Moutafis, G Mavrommatis Proceedings of the 24th Pan-Hellenic Conference on Informatics, 372-375, 2020 | 6 | 2020 |
Efficient Group K Nearest-Neighbor Spatial Query Processing in Apache Spark P Moutafis, G Mavrommatis, M Vassilakopoulos, A Corral ISPRS International Journal of Geo-Information 10 (11), 763, 2021 | 5 | 2021 |
MapReduce algorithms for the K group nearest-neighbor query P Moutafis, F García-García, G Mavrommatis, M Vassilakopoulos, A Corral, ... Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 448-455, 2019 | 5 | 2019 |
Closest-pairs query processing in apache spark G Mavrommatis, P Moutafis, M Vassilakopoulos Proceedings of the CLOUD COMPUTING, 2017 | 5 | 2017 |
Can we do better in Unimodal Biometric Systems? A Novel Rank-based Score Normalization Framework for Multi-sample Galleries P Moutafis, IA Kakadiaris Proc. 6th IARP International Conference on Biometrics, Madrid, Spain, 8, 2013 | 5 | 2013 |
Binary Space Partitioning for Parallel and Distributed Closest-Pairs Query Processing G Mavrommatis, P Moutafis, M Vassilakopoulos International Journal on Advances in Software 10 (3-4), 275-285, 2017 | 4 | 2017 |
Rank-based score normalization framework and methods for implementing same P Moutafis, IA Kakadiaris US Patent 10,235,344, 2019 | 3 | 2019 |
GS4: Generating Synthetic Samples for Semi-Supervised Nearest Neighbor Classification P Moutafis, IA Kakadiaris Proc. 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining …, 2014 | 3 | 2014 |
Exploiting Score Distributions for Biometric Applications P Moutafis, IA Kakadiaris Face Recognition Across the Imaging Spectrum, 333-353, 2016 | 2 | 2016 |
Enhancing the slicenbound algorithm for the closest-pairs query with binary space partitioning G Mavrommatis, P Moutafis, A Corral Proceedings of the 25th Pan-Hellenic Conference on Informatics, 107-112, 2021 | 1 | 2021 |
Prepartitioning in MapReduce Processing of Group Nearest-Neighbor Query P Moutafis, G Mavrommatis, P Velentzas Proceedings of the 24th Pan-Hellenic Conference on Informatics, 380-385, 2020 | 1 | 2020 |
Joint prototype and metric learning for image set classification: Application to video face identification M Leng, P Moutafis, IA Kakadiaris Image and Vision Computing 58, 204-213, 2017 | 1 | 2017 |