| A review on deep learning techniques applied to semantic segmentation A Garcia-Garcia, S Orts-Escolano, S Oprea, V Villena-Martinez, ... arXiv preprint arXiv:1704.06857, 2017 | 2116 | 2017 |
| A survey on deep learning techniques for image and video semantic segmentation A Garcia-Garcia, S Orts-Escolano, S Oprea, V Villena-Martinez, ... Applied Soft Computing 70, 41-65, 2018 | 1152 | 2018 |
| A review on deep learning techniques for video prediction S Oprea, P Martinez-Gonzalez, A Garcia-Garcia, JA Castro-Vargas, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (6), 2806-2826, 2020 | 406 | 2020 |
| A review on deep learning techniques applied to semantic segmentation. arXiv 2017 A Garcia-Garcia, S Orts-Escolano, S Oprea, V Villena-Martinez, ... arXiv preprint arXiv:1704.06857, 2020 | 259 | 2020 |
| Pointnet: A 3d convolutional neural network for real-time object class recognition A Garcia-Garcia, F Gomez-Donoso, J Garcia-Rodriguez, S Orts-Escolano, ... 2016 International joint conference on neural networks (IJCNN), 1578-1584, 2016 | 253 | 2016 |
| Computational approaches to explainable artificial intelligence: advances in theory, applications and trends JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ... Information Fusion 100, 101945, 2023 | 209 | 2023 |
| Automatic selection of molecular descriptors using random forest: Application to drug discovery G Cano, J Garcia-Rodriguez, A Garcia-Garcia, H Perez-Sanchez, ... Expert Systems with Applications 72, 151-159, 2017 | 204 | 2017 |
| Unrealrox: an extremely photorealistic virtual reality environment for robotics simulations and synthetic data generation P Martinez-Gonzalez, S Oprea, A Garcia-Garcia, A Jover-Alvarez, ... Virtual Reality 24 (2), 271-288, 2020 | 133 | 2020 |
| Geometric 3D point cloud compression V Morell, S Orts, M Cazorla, J Garcia-Rodriguez Pattern Recognition Letters 50, 55-62, 2014 | 130 | 2014 |
| Compressed kNN: K-Nearest Neighbors with Data Compression J Salvador–Meneses, Z Ruiz–Chavez, J Garcia–Rodriguez Entropy 21 (3), 234, 2019 | 87 | 2019 |
| Point cloud data filtering and downsampling using growing neural gas S Orts-Escolano, V Morell, J Garcia-Rodriguez, M Cazorla The 2013 international joint conference on neural networks (IJCNN), 1-8, 2013 | 87 | 2013 |
| Lonchanet: A sliced-based cnn architecture for real-time 3d object recognition F Gomez-Donoso, A Garcia-Garcia, J Garcia-Rodriguez, S Orts-Escolano, ... 2017 International Joint Conference on Neural Networks (IJCNN), 412-418, 2017 | 76 | 2017 |
| Tactilegcn: A graph convolutional network for predicting grasp stability with tactile sensors A Garcia-Garcia, BS Zapata-Impata, S Orts-Escolano, P Gil, ... 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 74 | 2019 |
| Hand gesture recognition following the dynamics of a topology-preserving network F Flórez, JM García, J García, A Hernández Proceedings of Fifth IEEE International Conference on Automatic Face Gesture …, 2002 | 65 | 2002 |
| Poseidon: A data augmentation tool for small object detection datasets in maritime environments P Ruiz-Ponce, D Ortiz-Perez, J Garcia-Rodriguez, B Kiefer Sensors 23 (7), 3691, 2023 | 63 | 2023 |
| A visually realistic grasping system for object manipulation and interaction in virtual reality environments S Oprea, P Martinez-Gonzalez, A Garcia-Garcia, JA Castro-Vargas, ... Computers & Graphics 83, 77-86, 2019 | 63 | 2019 |
| Deep learning-based visual control assistant for assembly in industry 4.0 MA Zamora-Hernandez, JA Castro-Vargas, J Azorin-Lopez, ... Computers in Industry 131, 103485, 2021 | 62 | 2021 |
| A survey of alzheimer’s disease early diagnosis methods for cognitive assessment JM Fernández Montenegro, B Villarini, A Angelopoulou, E Kapetanios, ... Sensors 20 (24), 7292, 2020 | 60 | 2020 |
| Challenges for monocular 6-d object pose estimation in robotics S Thalhammer, D Bauer, P Hönig, JB Weibel, J Garcia-Rodriguez, ... IEEE Transactions on Robotics 40, 4065-4084, 2024 | 53 | 2024 |
| The robotrix: An extremely photorealistic and very-large-scale indoor dataset of sequences with robot trajectories and interactions A Garcia-Garcia, P Martinez-Gonzalez, S Oprea, JA Castro-Vargas, ... 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 49 | 2018 |
Sergio Orts-EscolanoSenior Research Scientist, GoogleVerified email at google.com
