Alessandro Giusti

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Citations	9948	7042
h-index	31	27
i10-index	77	54

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

Alessandro Giusti

Professor of AI for Autonomous Robotics, IDSIA, USI-SUPSI, Lugano, Switzerland

Verified email at idsia.ch - Homepage

Robotics Deep Learning Image Processing 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, 2012	1999	2012
Mitosis detection in breast cancer histology images with deep neural networks DC Cireşan, A Giusti, LM Gambardella, J Schmidhuber Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013	1840	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	804	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	778	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	487	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	425	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	346	2015
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	220	2019
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	220	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	188	2018
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, 353-371, 2009	183	2009
QoT estimation for unestablished lighpaths using machine learning L Barletta, A Giusti, C Rottondi, M Tornatore Optical Fiber Communication Conference, Th1J. 1, 2017	117	2017
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	117	2005
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	107	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	107	2013
Human control of UAVs using face pose estimates and hand gestures J Nagi, A Giusti, GA Di Caro, LM Gambardella Proceedings of the 2014 ACM/IEEE international conference on Human-robot …, 2014	94	2014
Learning ground traversability from simulations RO Chavez-Garcia, J Guzzi, LM Gambardella, A Giusti IEEE Robotics and Automation letters 3 (3), 1695-1702, 2018	88	2018
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	82	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	69	2012
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	62	2010

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