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A. Giusti, C. Caccia, D. Ciresan,  J. Schmidhuber, L. Gambardella: "A Comparison of Algorithms and Humans for Mitosis Detection".
Proc. of International Symposium on Biomedical Imaging (ISBI) 2014. (oral presentation)

A. Giusti, M. Salani, G. Di Caro, A. Rizzoli, L. Gambardella: "Restricted Neighborhood Communication Improves Decentralized Demand-Side Load Management".
IEEE Transactions on Smart Grid 2014

J. Nagi, A. Giusti, F. Nagi, L. Gambardella, G. A. Di Caro: "Online Feature Extraction for the Incremental Learning of Gestures in Human-Swarm Interaction"
Proc. of IEEE International Conference on Robotics and Automation (ICRA) 2014

A. Pesenti Gritti, O. Tarabini, A. Giusti, J. Guzzi, G. A. Di Caro, V. Caglioti, L. M. Gambardella: "Perceiving People from a Low-lying Viewpoint"
Proc. of ACM/IEEE International Conference on Human Robot Interaction (HRI), 2014. 

D. Ciresan, A. Giusti, L. Gambardella, J. Schmidhuber: "Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks".
Proc. of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2013.
Describing our winning entry to ICPR 2012 Mitosis Detection competition.

A. Giusti, D. Ciresan, J. Masci, L. Gambardella, J. Schmidhuber: "Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks".
Proc. of IEEE International Conference on Image Processing (ICIP) 2013
Also IDSIA TR 01-13 (
PDF

A. Giusti, P. Rancoita: "Quantifying Challenging Images of Fiber-Like Structures"
Proc. of IEEE International Conference on Image Processing (ICIP) 2013

J. Masci, A. Giusti, D. Ciresan, G. Fricout, J. Schmidhuber: "A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks".
Proc. of IEEE 
International Conference on Image Processing (ICIP) 2013 (oral presentation)

L. Gianaroli, C. Magli, L. Gambardella, A. Giusti, C. Grugnetti, G. Corani: "Objective Way to Support Embryo Transfer: a Probabilistic Decision".
Human Reproduction, 2013 (impact factor 4.47). Publication page.

J. Guzzi, A. Giusti, L. Gambardella, G. A. Di Caro: "Local Reactive Robot Navigation: a Comparison between Reciprocal Velocity Obstacle Variants and Human-Like Behavior"
Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2013 

J. Guzzi, A. Giusti, L. Gambardella, G. Theraulaz, G. A. Di Caro: "Human-Friendly Robot Navigation in Dynamic Environments"
Proc. of IEEE International Conference on Robotics and Automation (ICRA), 2013

A. Antonucci, R. De Rosa, A. Giusti, F. Cuzzolin: "Classification of Temporal Data by Imprecise Dynamic Models"
Proc. of 8th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA), 2013

P. Rancoita, A. Giusti: "On Estimating the Intensity of Stationary Fibre Processes from Real Digital Images"
Oral presentation at European Congress of Stereology and Image Analysis, 2013

J. MacRitchie, A. Giusti: "Embodying Intentional Musical Expression through Piano Touch: A Motion Capture Study".
Oral presentation at London International Piano Symposium, 2013

D. Ciresan, A. Giusti, L. Gambardella, J. Schmidthuber: "Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images".
Proc. of International Conference on Neural Information Processing Systems (NIPS) 2012 (acceptance rate ~25%).

D. Ciresan, A. Giusti, L. Gambardella, J. Schmidthuber: "Neural Networks for Segmenting Neuronal Structures in EM Stacks".
Describing our winning entry (in all three metrics) for ISBI 2012 competition "Segmentation of neuronal structures in EM stacks".

A. Giusti, J. Nagi, L. Gambardella, G. Di Caro: "Cooperative Sensing and Recognition by a Swarm of Mobile Robots".
Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2012 (acceptance rate ~45%).

J. Guzzi, A. Giusti, L. M. Gambardella, G. A. Di Caro: "Bioinspired Obstacle Avoidance Algorithms for Robot Swarms".
Proc. of International Conference on Bio-Inspired Models of Network, Information, and Computing Systems (BIONETICS), 2012Best Paper Award.

A. Giusti, J. Nagi, L. Gambardella, S. Bonardi, G. Di Caro: "Distributed Consensus for Interaction between Humans and Mobile Robot Swarms (demonstration)".
Proc. of International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2012.

G. Corani, A. Giusti, C. Magli, et al: "A prognostic Model for Multiple-embryo Transfers".
Human Reproduction (Supplement: Abstract book).
Presentation @ European Society on Human Reproduction and Embryology (ESHRE) Annual Meeting 2012.

G. Corani, C. Magli, A. Giusti, L. Gianaroli, L. Gambardella: "A Bayesian Network Model for Predicting the Outcome of In Vitro Fertilization".
Proc. of European Workshop on Probabilistic Graphical Models (PGM), 2012 (acceptance rate ~45%).

A. Giusti, J. Nagi, L. Gambardella, S. Bonardi, G. Di Caro: "Human-swarm interaction through distributed cooperative gesture recognition". 
Proc. of ACM/IEEE International Conference on Human Robot Interaction (HRI), 2012Publication Page

J. Nagi, H. Ngo, A. Giusti, L. Gambardella, G. Di Caro: "Cooperative Interactive Learning and Recognition for Human-Swarm Interaction using Partial Feedback". 
Proc. of IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2012.

J. Nagi, G. Di Caro, A. Giusti, L. Gambardella: "Convolutional Support Vector Machines for Quantifying the Visual Learning and Recognition Progress in Swarm Robotic Systems".
Proc. of IEEE International Conference on Machine Learning and Applications, 2012.

A. Giusti, P. Taddei, C. Magli, G. Corani, L. Gambardella, L. Gianaroli: "Artificial Defocus for Displaying Markers in Microscopy Z-Stacks".
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2011.
Honorable mention award. Oral presentation @ IEEE Visualization 2011 (acceptance rate < 25%).

A. Meneses, A. Giusti, A. de Almeida, L. Nogueira, D. Braz, R. Barroso, C. de Almeida: "Automated Segmentation of Synchrotron Radiation Micro-Computed Tomography Biomedical Images using Graph Cuts and Neural Networks".
Nuclear Instruments and Methods in Physics Research, 2011. Publication Page (ScienceDirect), DOI.

P.M.V. Rancoita, A. Giusti, A. Micheletti: "Intensity estimation of stationary fibre processes from digital images with a learned detector".
Image Analysis and Stereology 30(3):167-178, 2011. Publication Page, DOI.

A. Giusti, C. Magli, G. Corani, L. Gambardella, L. Gianaroli: "Observing the 3-Dimensional Morphology of 4-Cell Embryos using Computer Analysis of Image Z-Stacks".
Human Reproduction (Supplement: Abstract book) vol.26 2011. PDF.
Oral presentation @ European Society on Human Reproduction and Embryology (ESHRE) Annual Meeting 2011 (acceptance rate < 18%, details).

J. Nagi et al.: "Max-Pooling Convolutional Neural Networks for Vision-based Hand Gesture Recognition".
Proc. of IEEE International Conference on Signal & Image Processing Applications (ICSIPA), 2011.

P.M.V. Rancoita, A. Giusti, A. Micheletti: "A General Technique for the Estimation of the Intensity of Stationary Fibre Processes from Digital Images using a Learned Detector".
Proc. of Shape and Size in Medicine, Biotechnology, Materials Science and Social Sciences, abstract, 2011.

M. Salani, A. Giusti, G. Di Caro, A. Rizzoli, L. Gambardella: "Lexicographic Multi-objective Optimization for the Unit Commitment Problem and Economic Dispatch in a Microgrid".
Proc. of IEEE-PES International Conference on Smart Grid Technology (ISGT), 2011.

A. Antonucci, R. de Rosa, A. Giusti: "Action Recognition by Imprecise Hidden Markov Models".
Proc. of International Conference on Image Processing, Computer Vision and Pattern Recognition (IPCV) 2011.

A. Giusti, G. Corani, L. Gambardella, C. Magli, L. Gianaroli: "Lighting-Aware Contouring of Human Zygotes in Hoffman Modulation Contrast Z-Stacks".
submitted.

A. Giusti, G. Corani, L. Gambardella, C. Magli, L. Gianaroli: "3D Localization of Pronuclei of Human Zygotes using Texture Features from Multiple Focal Planes".
Proc. of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2010. PDF. Publication Page (SpringerLink) .

G. Corani, A. Giusti, D. Migliore, J. Schmidhuber: "Robust Texture Recognition Using Credal Classifiers".
Proc. of British Machine Vision Conference (BMVC) 2010.

A. Giusti, G. Corani, L. Gambardella, C. Magli, L. Gianaroli: "Blastomere Segmentation and 3D Morphology Measurements of Early Embryos from Hoffman Modulation Contrast Image Stacks".
Proc of IEEE International Symposium on Biomedical Imaging (ISBI) 2010. PDF.

S. Danafar, A. Giusti, J. Schmidhuber: "Novel Kernel-Based Recognizers of Human Actions".
EURASIP Journal on Advances in Signal Processing 2010. HTML. PDF.

A. Giusti, G. Corani, L. Gambardella, C. Magli, L. Gianaroli: "Segmenting Embryo Blastomeres in 3D from Hoffman Modulation Contrast Image Stacks".
Proc. of Medical Image Understanding and Analysis (MIUA) 2010.

A. Giusti, G. Corani, L. Gambardella, C. Magli, L. Gianaroli: "Symultaneous Focusing and Contouring of Human Zygotes for In Vitro Fertilization".
BIOSIGNALS 2010. Oral presentation (acceptance rate ~39%).

S. Ceriani et al.: "Rawseeds Ground Truth Collection Systems for Indoor Self-Localization and Mapping: Implementation and Performance Evaluation".
Autonomous Robots, 2009. PDF .

G. Boracchi, V. Caglioti and A. Giusti: "Estimation of 3D Instantaneous Motion of a Ball from a Single Motion-Blurred Image".
Chapter in Book "Computer Vision and Computer Graphics. Theory and Applications", 2009Publication Page (SpringerLink).

A. Giusti et al.: "Lighting-Aware Segmentation of Microscopy Images for In Vitro Fertilization".
Proc. of International Symposium on Visual Computing (ISVC) 2009. Oral presentation (acceptance rate ~30%). 

V. Caglioti, A. Giusti, A. Riva, M. Uberti: "Drawing Motion without Understanding It".
Proc. of International Symposium on Visual Computing (ISVC) 2009. Oral presentation (acceptance rate ~30%). Volt / Microsoft MSDN Best Paper AwardPDF, video and additional materials.

A. Giusti et al.: "Segmentation of Human Zygotes in Hoffman Modulation Contrast Images".
Proc. of Medical Image Understanding and Analysis (MIUA) 2009. Best Poster Award.

V. Caglioti, A. Giusti: "Recovering Ball Motion from a Single Motion-Blurred Image".
Computer Vision and Image Understanding, 2009. Press Coverage in New Scientist Magazine (article in April 2009 issue) and BBC Focus Magazine.

L. Palopoli, R. Passerone, A.L. Murphy, G.P. Picco, and A. Giusti: "Solving the Wake-up Scattering Problem Optimally".
Proc. of European Conference on Wireless Sensor Networks (EWSN) 2009. Oral presentation (acceptance rate 16%). PDF.

A. Giusti: "Modeling and Analysis of Motion Blurred Object Images"
PhD Thesis, Politecnico di Milano. 2009.

V. Caglioti, A. Giusti: "On the Apparent Transparency of a Motion Blurred Object: Extracting information from blurred smears".
International Journal of Computer Vision, 2008DOI, Publication page (SpringerLink)Supplementary material (incl.videos).

V. Caglioti, A. Giusti: "Basic Video-Surveillance with Low Computational and Power Requirements Using Long-Exposure Frames".
Proc. of Advanced Concepts for Intelligent Vision Systems (ACIVS) 2008. PDF.

V. Caglioti, A. Giusti, L. Mureddu and P. Taddei: "A Manipulable Vision-Based 3D Input Device for Space Curves".
Proc. of International Conference on Articulated Motion and Deformable Objects (AMDO) 2008. PDF .

V. Caglioti, A. Giusti and D. Migliore: "Mutual Calibration of a Camera and Laser Rangefinder".
Proc. of VISAPP Workshop on Robot Perception (RoboPerc) 2008.

G. Boracchi, V. Caglioti and A. Giusti: "Single-image 3D Reconstruction of Ball Velocity and Spin from Motion Blur".
Proc. of International Conference on Computer Vision Theory and Applications (VISAPP) 2008. Full paper. Selected for inclusion in Revised Selected Papers book. PDF, Slides .

V. Caglioti, A. Giusti: “On the Apparent Transparency of a Motion Blurred Object”.
Proc. of ICCV workshop on Photometric Analysis in Computer Vision (PACV) 2007 AIRLab publication page, AIRLab project page, PDF .

V. Caglioti, P. Taddei, G. Boracchi, S. Gasparini and A. Giusti: "Single-image calibration of off-axis catadioptric cameras using lines". Proc. of the 7th Workshop on Omnidirectional Vision (OMNIVIS), 2007. AIRLab publication page.

A. Giusti, V. Caglioti: “Isolating Motion and Color in a Motion Blurred Image”.
Proc. of British Machine Vision Conference (BMVC) 2007.
AIRLab publication page, AIRLab project page, PDF , Appendix (incl. additional images and application examples)

G. Boracchi, V. Caglioti, A. Giusti: “Ball Position and Motion Reconstruction from Blur in a Single Perspective Image”.
Proc. of International Conference on Image Analysis and Processing (ICIAP) 2007.
AIRLab publication page, AIRLab project page, PDF.

A. Giusti, A. Murphy, G.P. Picco: “Decentralized Scattering of Wake-up Times in Wireless Sensor Networks”.
Politecnico di Milano Internal Report 2007.34.

A. Giusti, A. Murphy, G.P. Picco: “Decentralized Scattering of Wake-up Times in Wireless Sensor Networks”.
Proc. of European Conference on Wireless Sensor Networks (EWSN) 2007 (acceptance rate 13.4%).
PDF, Project page (incl. software and slides).

A. Giusti, R. Passerone, A. L. Murphy, G. P. Picco, L. Palopoli: "Maximizing Sensing Coverage in Wireless Sensor Networks Through Optimal Scattering of Wake-up Times". University of Trento Technical Report.  2007PDF .

V. Caglioti, A. Giusti: “Ball Trajectory Reconstruction from a Single Long-exposure Image”.
Proc. of Workshop on Computer Vision Based Analysis in Sport Environments (CVBASE) 2006.
AIRLab publication page, AIRLab project page, PDF.

V. Caglioti, A. Giusti: “Reconstruction of canal surfaces from single images under exact perspective”.
Proc. of European Conference on Computer Vision (ECCV) 2006 (acceptance rate 21.4%).
AIRLab publication page, PDF .

C. Curino, M. Giani, M. Giorgetta, A. Giusti, A. Murphy, G.P. Picco: “Mobile Data Collection in Sensor Networks: The TinyLime Middleware”.
Pervasive and Mobile Computing Journal, vol. 4, no. 1, pp. 446-469, Elsevier, Dec. 2005.
Project page, PDF.

C. Curino, M. Giani, M. Giorgetta, A. Giusti, A. Murphy, G.P. Picco: “Tiny Lime: Bridging Mobile and Sensor Networks through Middleware”.
Proc. of 3rd IEEE International Conference on Pervasive Computing and Communications (PerCom), March 2005 (acceptance rate 16.7%).
Project page, PDF.

A. Giusti: “Reconstruction of Canal Surfaces from Single Perspective Images”, Master degree (laurea specialistica) thesis, Politecnico di Milano, 2005. The thesis has been selected as one of the 16 finalists for Federcomin-AICA ICT awards, 2006.
AIRLab publication page, PDF.

C. Bolchini, C. Curino, M. Giorgetta, A. Giusti, A. Miele, L. Tanca: “PoLiDBMS: Design and Prototype Implementation of a DBMS for Portable Devices”.
Proc. of Twelfth Italian Symposium on Advanced Database Systems (SEBD), S. Margherita di Pula, June 2004.
Project page, PDF.

C. Curino, M. Giorgetta, A. Giusti, A. Miele: “Portable Light DBMS: PoLiDBMS White Paper”.
Politecnico di Milano Internal Report 2003.46.
Project page.

C. Curino, M. Giani, M. Giorgetta, A. Giusti, M. Trincavelli: “MIPS Implementation of Some Very Small DataBases Data Structures”.
Politecnico di Milano Internal Report 2003.45.
Project page.

A. Giusti: “Portable DBMS: a physically independent Data Access Layer”, BS degree (laurea triennale) thesis, Politecnico di Milano, 2003.
Project page.