Research line

Perception and Manipulation Image

The research of PERCEPTION AND MANIPULATION group focuses on enhancing the perception, learning, and planning capabilities of robots to achieve higher degrees of autonomy and user-friendliness during everyday manipulation tasks. Some topics addressed are the geometric interpretation of perceptual information, construction of 3D object models, action selection and planning, reinforcement learning, and teaching by demonstration.

Head of line: Carme Torras Genís

Head of line

Tech. transfer

Our activity finds applications in several fields through collaboration with our technological partners

Research projects

We carry out projects from national and international research programmes.
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Learning by demonstration

We devise methods to learn object-action relations to accomplish tasks at different levels of abstraction, where object models are generated from visual and depth information, and actions, involving manipulation skills, are learned from demonstrations provided by a human using multimodal algorithms that combine vision and haptics.

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Research area 1 of Perception and Manipulation

Planning for perception and manipulation

We are interested in view planning for object modeling, as well as manipulation planning, with special interest in deformable objects. High-level task formulations are integrated with low-level geometry-based methods and simplified physical models, together with an on-line sensory-based treatment of uncertainty, so as to come up with specific sequences of motion commands.

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Research area 2 of Perception and Manipulation

Perception of rigid and non-rigid objects

Our objective is to investigate computer vision algorithms for interpreting and understanding scenes from images, with applications in robotics and medical imaging. In particular, our activities are concentrated on retrieving rigid and non-rigid shape, motion and camera pose from single images and video sequences.

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Research area 3 of Perception and Manipulation

These are the latest research projects of the Perception and Manipulation research line:

These are the most recent publications (2020 - 2019) of the Perception and Manipulation

  • A. Andriella, C. Torras and G. Alenyà. Short-term human-robot interaction adaptability in real-world environments. International Journal of Social Robotics, 2020, to appear.

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  • A. Pumarola, A. Agudo, A.M. Martinez, A. Sanfeliu and F. Moreno-Noguer. GANimation: One-shot anatomically consistent facial animation. International Journal of Computer Vision, 2020, to appear.

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  • I. Garcia-Camacho, M. Lippi, M.C. Welle, H. Yin, R. Antanova, A. Varava, J. Borràs Sol, C. Torras, A. Marino, G. Alenyà and D. Kragic. Benchmarking bimanual cloth manipulation. IEEE Robotics and Automation Letters, 2020, to appear.

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  • J. Segovia, S. Jiménez and A. Jonsson. Generalized planning with positive and negative examples, 34th AAAI Conference on Artificial Intelligence, 2020, New York, USA, to appear.

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  • J. Funke, F. Tschopp, W. Grisaitis, A. Sheridan, C. Singh, S. Saalfeld and S.C. Turaga. Large scale image segmentation with structured loss based deep learning for connectome reconstruction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41(7): 1669-1680, 2019.

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  • J. Garcia, A. Agudo and F. Moreno-Noguer. Vehicle pose estimation via regression of semantic points of interest, 11th IEEE International Symposium on Image and Signal Processing and Analysis, 2019, Dubrovnik, Croatia, pp. 6.

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  • A. Suárez, C. Torras and G. Alenyà. Practical resolution methods for MDPs in robotics exemplified with disassembly planning. IEEE Robotics and Automation Letters, 4(3): 2282-2288, 2019.

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  • A. Olivares-Alarcos, S. Foix and G. Alenyà. On inferring intentions in shared tasks for industrial collaborative robots. Electronics, 8(11): 1306, 2019.

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  • R. Jangir, G. Alenyà and C. Torras. Learning cloth manipulation with demonstrations. Technical Report IRI-TR-19-01, Institut de Robòtica i Informàtica Industrial, CSIC-UPC, 2019.

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  • J. Garcia, F. Moreno-Noguer and A. Agudo. 3D vehicle detection on an FPGA from LiDAR point clouds, 2nd International Conference on Watermarking and Image Processing, 2019, Marseille, France.

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  • G. Rotger, F. Moreno-Noguer, F. Lumbreras and A. Agudo. Detailed 3D face reconstruction from a single RGB image, 27th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, 2019, Plzen, Czech Republic, Vol 27(2) of Journal of WSCG, pp. 103-112.

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  • V.A. Carmona, J. Lobo, J. van Ruysevelt, C. Torras and J.M. Font. Development and preliminary evaluation of the ArmTracker: a wearable system to monitor arm activity during daily life, IX Reunión del Capítulo Español de la Sociedad Europea de Biomecánica, 2019, Las Palmas de Gran Canaria.

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  • G. Rotger, F. Moreno-Noguer, F. Lumbreras and A. Agudo. Single view facial hair 3D reconstruction, 2019 Iberian Conference on Pattern Recognition and Image Analysis, 2019, Madrid, Spain, pp. 423-436.

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  • A. Rodríguez, J. Lobo and J.M. Font. A review of lower-limb wearable exoskeletons for overground rehabilitation, IX Reunión del Capítulo Español de la Sociedad Europea de Biomecánica, 2019, Las Palmas de Gran Canaria, pp. 23-24.

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  • G. Canal, M. Cashmore, S. Krivić, G. Alenyà, D. Magazzeni and C. Torras. Probabilistic planning for robotics with ROSPlan, 2019 Annual Conference Towards Autonomous Robotic Systems Conference, 2019, London, in Towards Autonomous Robotic Systems, Vol 11649 of Lecture Notes in Computer Science, pp. 236-250, 2019, Springer.

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  • C. Torras. Robotics and artificial intelligence meet the humanities: Some initiatives for ethics education and dissemination. In Humanities and Higher Education: Synergies between Science, Technology and Humanities, 267-273. Global University Network for Innovation, 2019.

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  • C. Torras. Assistive robotics: Research challenges and ethics education initiatives. DILEMATA: International Journal of Applied Ethics, 30: 63-77, 2019.

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  • A. Pumarola, J. Sanchez, G. P. T. Choi, A. Sanfeliu and F. Moreno-Noguer. 3DPeople: Modeling the geometry of dressed humans, 2019 International Conference on Computer Vision, 2019, , to appear.

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  • A. Andriella, J. Lobo, C. Torras and G. Alenyà. Robot interaction adaptation for healthcare assistance, 2019 Workshop on Artificial Intelligence & Robotics in Service Interactions, 2019, Zaragoza, pp. 159-172.

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  • A. Pumarola, V. Goswami, F. Vicente, F. de la Torre and F. Moreno-Noguer. Unsupervised image-to-video clothing transfer, 2019 International Conference on Computer Vision, 2019, , to appear.

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  • A. Amor, A. Ruiz, F. Moreno-Noguer and A. Sanfeliu. Precise localization for aerial inspection using augmented reality markers. In Aerial Robotic Manipulation. Vol 129 of Springer Tracts in Advanced Robotics, 249-259. Springer, 2019.

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  • A. Olivares-Alarcos, D. Beßler, A. Khamis, P. Goncalves, M.K. Habib, J. Bermejo-Alonso, M. Barreto, M. Diab, J. Rosell, J. Quintas, J. Olszewska, H. Nakawala, E. Pignaton, A. Gyrard, S. Borgo, G. Alenyà, M. Beetz and H. Li. A review and comparison of ontology-based approaches to robot autonomy. The Knowledge Engineering Review, 34: e29, 2019.

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  • A. Jevtić, A. Flores, G. Alenyà, G. Chance, P. Caleb-Solly, S. Dogramadzi and C. Torras. Personalized robot assistant for support in dressing. IEEE Transactions on Cognitive and Developmental Systems, 11(3): 363-374, 2019.

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  • A. Pumarola, A. Vakhitov, A. Agudo, F. Moreno-Noguer and A. Sanfeliu. Relative localization for aerial manipulation with PL-SLAM. In Aerial Robotic Manipulation. Vol 129 of Springer Tracts in Advanced Robotics, 239-248. Springer, 2019.

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  • A. Hernandez Ruiz, J. Gall and F. Moreno-Noguer. Human motion prediction via spatio-temporal inpainting, 2019 International Conference on Computer Vision, 2019, , pp. 8, to appear.

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  • G. Canal, G. Alenyà and C. Torras. Adapting robot task planning to user preferences: An assistive shoe dressing example. Autonomous Robots, 43(6): 1343-1356, 2019.

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  • A. San Miguel, V. Puig and G. Alenyà. Fault-tolerant control of a service robot using a LPV robust unknown input observer, 4th Conference on Control and Fault Tolerant Systems, 2019, Casablanca, Morocco, pp. 207-212.

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  • S. Lönn, P. Radeva and M. Dimiccoli. Smartphone picture organization: A hierarchical approach. Computer Vision and Image Understanding, 187: 102789:1-13, 2019.

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  • A. Agudo and F. Moreno-Noguer. Robust spatio-temporal clustering and reconstruction of multiple deformable bodies. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41(4): 971-984, 2019.

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  • A. San Miguel, V. Puig and G. Alenyà. Fault-tolerant control of a service robot. In Fault Diagnosis and Fault-tolerant Control of Robotic Systems, . The Institution of Engineering and Technology, 2019.

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  • M. Dimiccoli and H. Wendt. Enhancing temporal segmentation by nonlocal self-similarity, 26th IEEE International Conference on Image Processing, 2019, Taipei, Taiwan, pp. 3681-3685.

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  • A. Agudo and F. Moreno-Noguer. Shape basis interpretation for monocular deformable 3D reconstruction. IEEE Transactions on Multimedia, 21(4): 821-834, 2019.

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  • K. Bedin, S. Foix and G. Alenyà. Robots and IoT devices for assistive automation. Technical Report IRI-TR-19-03, Institut de Robòtica i Informàtica Industrial, CSIC-UPC, 2019.

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  • E. Sanchez, P. Radeva and M. Dimiccoli. Social relation recognition in photostreams, 26th IEEE International Conference on Image Processing, 2019, Taipei, Taiwan, pp. 3227-3231.

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  • F. Amadio, A. Colomé and C. Torras. Exploiting symmetries in reinforcement learning of bimanual robotic tasks. IEEE Robotics and Automation Letters, 4(2): 1838-1845, 2019.

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  • A. Andriella, C. Torras and G. Alenyà. Learning robot policies using a high-level abstraction persona-behaviour simulator, 28th IEEE International Symposium on Robot and Human Interactive Communication, 2019, New Delhi, India, pp. 1-8.

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  • A. Cartas, J. Luque, P. Radeva, C. Segura and M. Dimiccoli. Seeing and hearing egocentric actions: How much can we learn?, 2019 ICCV Workshop on Egocentric Perception, Interaction and Computing, 2019, Seoul, South Corea, to appear.

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  • F. Simao, F. Martínez-Jerónimo, V. Blasco, F. Moreno-Noguer, J.M. Porta, J. Pestana, A. Soarez, D. Raldúa and C. Barata. Using a new high-throughput video-tracking platform to assess behavioural changes in Daphnia magna exposed to neuro-active drugs. Science of the Total Environment, 662: 160-167, 2019.

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  • A. Andriella, A. Suárez, J. Segovia, C. Torras and G. Alenyà. Natural teaching of robot-assisted rearranging exercises for cognitive training, 11th International Conference on Social Robotics, 2019, Madrid, in Social Robotics, Vol 11876 of Lecture Notes in Artificial Intelligence, pp. 611-621, Springer.

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  • A. Sabir, F. Moreno-Noguer and L. Padró. Semantic relatedness based re-ranker for text spotting, 2019 Conference on Empirical Methods in Natural Language Processing, 2019, Hong Kong.

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  • M. Villamizar, A. Sanfeliu and F. Moreno-Noguer. Online learning and detection of faces with low human supervision. The Visual Computer, 35(3): 349-370, 2019.

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  • V. Vaquero, K. Fischer, F. Moreno-Noguer, A. Sanfeliu and S. Milz. Improving map re-localization with deep 'movable' objects segmentation on 3D LiDAR point clouds, 2019 IEEE Intelligent Transportation Systems Conference, 2019, Auckland, New Zeland, pp. 942-949.

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Perception and Manipulation Laboratory

The Perception and Manipulation Laboratory is equipped with 2 workcells: one with 2 standard manipulators and an XY positioner, and the other with 2 WAM arms in a reconfigurable arrangement. Additionally, researchers can find a 3 fingered hand, a Delta haptic interface, force sensors, several conventional cameras, and high speed, high resolution, and 3D cameras. Laboratory service offers quick experimental setup, several standardized software tools, and expertise in robot control and perception algorithms. It also hosts the Humanoid Lab initiative, with 15 small humanoid robots.

Perception and Manipulation Laboratory
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