Collaborative Multi-Robot Search and Rescue: Planning, Coordination, Perception, and Active Vision JP Queralta, J Taipalmaa, BC Pullinen, VK Sarker, TN Gia, H Tenhunen, ... IEEE Access 8, 191617-191643, 2020 | 362* | 2020 |
Deep learning and computer vision will transform entomology TT Høye, J Ärje, K Bjerge, OLP Hansen, A Iosifidis, F Leese, HMR Mann, ... Proceedings of the National Academy of Sciences 118 (2), 2021 | 310 | 2021 |
Multi-dimensional particle swarm optimization in dynamic environments S Kiranyaz, J Pulkkinen, M Gabbouj Expert Systems with Applications 38 (3), 2212-2223, 2011 | 88 | 2011 |
Automatic image‐based identification and biomass estimation of invertebrates J Ärje, C Melvad, MR Jeppesen, SA Madsen, J Raitoharju, ... Methods in Ecology and Evolution 11 (8), 922-931, 2020 | 87 | 2020 |
Personalized long-term ECG classification: A systematic approach S Kiranyaz, T Ince, J Pulkkinen, M Gabbouj Expert Systems with Applications 38 (4), 3220-3226, 2011 | 76 | 2011 |
Subspace support vector data description F Sohrab, J Raitoharju, M Gabbouj, A Iosifidis 2018 24th International Conference on Pattern Recognition (ICPR), 722-727, 2018 | 57 | 2018 |
Intel-tau: A color constancy dataset F Laakom, J Raitoharju, J Nikkanen, A Iosifidis, M Gabbouj IEEE Access 9, 39560-39567, 2021 | 52 | 2021 |
Training radial basis function neural networks for classification via class-specific clustering J Raitoharju, S Kiranyaz, M Gabbouj IEEE transactions on neural networks and learning systems 27 (12), 2458-2471, 2016 | 50 | 2016 |
Classification and retrieval on macroinvertebrate image databases S Kiranyaz, T Ince, J Pulkkinen, M Gabbouj, J Ärje, S Kärkkäinen, ... Computers in biology and medicine 41 (7), 463-472, 2011 | 49 | 2011 |
Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis T Ince, S Kiranyaz, J Pulkkinen, M Gabbouj Expert Systems with Applications 37 (12), 8450-8461, 2010 | 47 | 2010 |
Bag of color features for color constancy F Laakom, N Passalis, J Raitoharju, J Nikkanen, A Tefas, A Iosifidis, ... IEEE Transactions on Image Processing 29, 7722-7734, 2020 | 42 | 2020 |
Towards Active Vision with UAVs in Marine Search and Rescue: Analyzing Human Detection at Variable Altitudes L Qingqing, J Taipalmaa, JP Queralta, TN Gia, M Gabbouj, H Tenhunen, ... 2020 IEEE International Symposium on Safety, Security, and Rescue Robotics …, 2020 | 39 | 2020 |
Autosos: Towards multi-uav systems supporting maritime search and rescue with lightweight ai and edge computing JP Queralta, J Raitoharju, TN Gia, N Passalis, T Westerlund arXiv preprint arXiv:2005.03409, 2020 | 38* | 2020 |
Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding M Yamaç, M Ahishali, N Passalis, J Raitoharju, B Sankur, M Gabbouj IEEE Transactions on Information Forensics and Security 16, 1014-1028, 2020 | 36 | 2020 |
Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits N Passalis, J Raitoharju, A Tefas, M Gabbouj Pattern Recognition 105, 107346, 2020 | 36 | 2020 |
Color constancy convolutional autoencoder F Laakom, J Raitoharju, A Iosifidis, J Nikkanen, M Gabbouj 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 1085-1090, 2019 | 35 | 2019 |
High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation J Taipalmaa, N Passalis, H Zhang, M Gabbouj, J Raitoharju 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019 | 35 | 2019 |
Limited random walk algorithm for big graph data clustering H Zhang, J Raitoharju, S Kiranyaz, M Gabbouj Journal of Big Data 3, 1-22, 2016 | 35 | 2016 |
Benchmark database for fine-grained image classification of benthic macroinvertebrates J Raitoharju, E Riabchenko, I Ahmad, A Iosifidis, M Gabbouj, S Kiranyaz, ... Image and Vision Computing 78, 73-83, 2018 | 34 | 2018 |
Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates H Joutsijoki, K Meissner, M Gabbouj, S Kiranyaz, J Raitoharju, J Ärje, ... Ecological Informatics 20, 1-12, 2014 | 34 | 2014 |