Alessandro Giusti

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	All	Since 2016
Citations	6592	5304
h-index	27	24
i10-index	52	39

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luca maria gambardellaFaculty of informatics, USI, IDSIA - USI-SUPSI, LuganoVerified email at idsia.ch
Juergen SchmidhuberThe Swiss AI Lab IDSIA / USI & SUPSIVerified email at idsia.ch
Gianni A. Di CaroCarnegie Mellon University (CMU)Verified email at cmu.edu
Jerome GuzziResearcher, IDSIAVerified email at idsia.ch
Dan CiresanConndera ResearchVerified email at conndera.com
Dr. Jawad NagiRobotics and AI Researcher, New York University (NYU), USAVerified email at nyu.edu
Giorgio CoraniIDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale), Manno (Switzerland)Verified email at idsia.ch
Luca GianaroliScientific Director S.I.S.Me.R. Reproductive Medicine UnitVerified email at sismer.it
Cristina RottondiDepartment of Electronics and Telecommunications, Politecnico di TorinoVerified email at polito.it
Gian Pietro PiccoProfessor, University of TrentoVerified email at unitn.it
Amy L. MurphyResearcher, Bruno Kessler Foundation, Trento, ItalyVerified email at fbk.eu
Davide ScaramuzzaProfessor of Robotics and Perception, University of ZurichVerified email at ifi.uzh.ch
Boris GromovPost Doctoral Researcher, Dalle Molle Institute for Artificial Intelligence (IDSIA)Verified email at idsia.ch
Massimo TornatoreProfessor of Communication Networks and Internet, Politecnico di MilanoVerified email at polimi.it
Carlo Aldo CurinoPrincipal Research Scientist Lead, Microsoft -- CISL/GSLVerified email at microsoft.com
Ricardo Omar Chavez-GarciaResearcher, IDSIA Istituto Dalle Molle for Artificial Intelligence - USI-SUPSI - Lugano, SwitzerlandVerified email at idsia.ch
Jonathan MasciNNAISENSE SAVerified email at nnaisense.com
Matteo SalaniIDSIA - Dalle Molle Institute For Artificial IntelligenceVerified email at idsia.ch
Pierluigi TaddeiJoint Research Centre of the European CommissionVerified email at jrc.ec.europa.eu
Giacomo BoracchiAssociate Professor, Politecnico di MilanoVerified email at polimi.it

Alessandro Giusti

Senior Researcher, IDSIA USI-SUPSI Lugano (Switzerland)

Verified email at idsia.ch - Homepage

Computer Vision Image Processing Robotics Visualization


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Deep neural networks segment neuronal membranes in electron microscopy images D Ciresan, A Giusti, L Gambardella, J Schmidhuber Advances in neural information processing systems 25, 2843-2851, 2012	1393	2012
Mitosis detection in breast cancer histology images with deep neural networks DC Cireşan, A Giusti, LM Gambardella, J Schmidhuber International conference on medical image computing and computer-assisted …, 2013	1301	2013
A machine learning approach to visual perception of forest trails for mobile robots A Giusti, J Guzzi, DC Cireşan, FL He, JP Rodríguez, F Fontana, ... IEEE Robotics and Automation Letters 1 (2), 661-667, 2015	530	2015
Max-pooling convolutional neural networks for vision-based hand gesture recognition J Nagi, F Ducatelle, GA Di Caro, D Cireşan, U Meier, A Giusti, F Nagi, ... 2011 IEEE International Conference on Signal and Image Processing …, 2011	454	2011
Assessment of algorithms for mitosis detection in breast cancer histopathology images M Veta, PJ Van Diest, SM Willems, H Wang, A Madabhushi, A Cruz-Roa, ... Medical image analysis 20 (1), 237-248, 2015	339	2015
Fast image scanning with deep max-pooling convolutional neural networks A Giusti, DC Cireşan, J Masci, LM Gambardella, J Schmidhuber 2013 IEEE International Conference on Image Processing, 4034-4038, 2013	294	2013
Crowdsourcing the creation of image segmentation algorithms for connectomics I Arganda-Carreras, SC Turaga, DR Berger, D Cireşan, A Giusti, ... Frontiers in neuroanatomy 9, 142, 2015	232	2015
Tinylime: Bridging mobile and sensor networks through middleware C Curino, M Giani, M Giorgetta, A Giusti, AL Murphy, GP Picco Third IEEE International Conference on Pervasive Computing and …, 2005	207	2005
Rawseeds ground truth collection systems for indoor self-localization and mapping S Ceriani, G Fontana, A Giusti, D Marzorati, M Matteucci, D Migliore, ... Autonomous Robots 27 (4), 353-371, 2009	154	2009
Mobile data collection in sensor networks: The TinyLime middleware C Curino, M Giani, M Giorgetta, A Giusti, AL Murphy, GP Picco Pervasive and Mobile Computing 1 (4), 446-469, 2005	107	2005
Machine-learning method for quality of transmission prediction of unestablished lightpaths C Rottondi, L Barletta, A Giusti, M Tornatore Journal of Optical Communications and Networking 10 (2), A286-A297, 2018	93	2018
QoT estimation for unestablished lighpaths using machine learning L Barletta, A Giusti, C Rottondi, M Tornatore Optical Fiber Communication Conference, Th1J. 1, 2017	79	2017
Human-swarm interaction using spatial gestures J Nagi, A Giusti, LM Gambardella, GA Di Caro 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2014	77	2014
Human control of UAVs using face pose estimates and hand gestures J Nagi, A Giusti, GA Di Caro, LM Gambardella 2014 9th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 1-2, 2014	73	2014
Human-friendly robot navigation in dynamic environments J Guzzi, A Giusti, LM Gambardella, G Theraulaz, GA Di Caro 2013 IEEE International Conference on Robotics and Automation, 423-430, 2013	71	2013
A fast learning algorithm for image segmentation with max-pooling convolutional networks J Masci, A Giusti, D Ciresan, G Fricout, J Schmidhuber 2013 IEEE International Conference on Image Processing, 2713-2717, 2013	65	2013
Convolutional neural support vector machines: hybrid visual pattern classifiers for multi-robot systems J Nagi, GA Di Caro, A Giusti, F Nagi, LM Gambardella 2012 11th International Conference on Machine Learning and Applications 1, 27-32, 2012	61	2012
The current state and future outlook of rescue robotics J Delmerico, S Mintchev, A Giusti, B Gromov, K Melo, T Horvat, C Cadena, ... Journal of Field Robotics 36 (7), 1171-1191, 2019	51	2019
Restricted neighborhood communication improves decentralized demand-side load management A Giusti, M Salani, GA Di Caro, AE Rizzoli, LM Gambardella IEEE transactions on smart grid 5 (1), 92-101, 2013	48	2013
Blastomere segmentation and 3d morphology measurements of early embryos from hoffman modulation contrast image stacks A Giusti, G Corani, L Gambardella, C Magli, L Gianaroli 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010	47	2010

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