Carlo Dal Mutto


Name: Carlo
Family Name: Dal Mutto
Title: Ph.D.

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Twitter: @carlodalmutto
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Bio

I am a computer vision and machine learning engineer, with a specific interest on the applications related to 3D data and deep learning. In 2007 I have received a B.S. (Laurea triennale) in Information Engineering, and in 2009 a M.S. (Laurea specialistica) in Communication Engineering, both from University of Padova, Italy. In 2012 I have received a Ph.D (Dottorato di ricerca) in Information Engineering, with dissertation title: Acquisition and Processing of ToF and Stereo Data, under the supervision of Prof. G.M. Cortelazzo. In 2008 I have been visiting student at Boston University and in 2009 I have been a research assistant at the University of Padova and in 2011 I have been visiting scholar at Duke University, collaborating with Prof. Carlo Tomasi. I have collaborated with Canesta in 2010 (acquired by Microsoft in 2010, now Kinect 2). Since 2011 I have collaborated with Aquifi Inc. (previously Imimtek Inc.), realizing prototypes that eventually lead to the first round of funding. Since 2012 I have been computer vision architect and R&D lead with the same company. I have co-authored research papers on major computer vision conferences and journals, I have been invited speaker at technical conferences, I am an inventor of several patent and I have co-authored two book chapters and two books on 3D data acquisition and processing: Time-of-Flight Cameras and Microsoft KinectTM , Springer, 2011; Time-of-Flight and Structured Light Depth Cameras: Technology and Applications , Springer, 2016. I have served as a reviewer and TPC member for CVPR, ECCV, ICCV, 3DPVT, 3DIMPVT, ICME, IJCV, IEEE SPL, and Springer MVAP.

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Publications

Books and Theses

  1. C. Dal Mutto
    ''Acquisition and Processing of ToF and Stereo Data''
    Ph.D. Thesis, 2013
    [BibRef]

  2. C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''Time-of-Flight Cameras and Microsoft Kinect''
    Springer Briefs, 2012
    [BibRef] [Amazon] [Free e-Book]

  3. P. Zanuttigh, G. Marin, C. Dal Mutto, F. Dominio, L. Minto, G. M. Cortelazzo
    ''Time-of-Flight and Structured Light Depth Cameras: Technology and Applications''
    Springer, 2016
    [BibRef] [Amazon]

Book Chapters
  1. C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''ToF Cameras and Stereo Systems: Comparisons and Data Fusion in ToF Range-Imaging Cameras''
    Springer, 2013
    [BibRef] [Amazon] [Free e-Book]

  2. C. Dal Mutto, F. Dominio, P. Zanuttigh, S. Mattoccia
    ''Stereo Vision and Scene Segmentation in Current Advancements in Stereo Vision''
    Intech, 2012
    [BibRef]

Journal Papers
  1. C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''Probabilistic ToF and Stereo Data Fusion Based on Mixed Pixels Measurement Models''
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015
    [BibRef] [Dataset]

  2. V. Garro, C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''Edge-Preserving Interpolation of Depth Data Exploiting Color Information''
    Annals of Telecommunications, Springer, 2013
    [BibRef] [Dataset]

  3. C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''Fusion of Geometry and Color Information for Scene Segmentation''
    IEEE Journal of Selected Topics in Signal Processing, 2012
    [BibRef] [Dataset]

Patents
  1. A. Hazeghi, C. Dal Mutto
    ''3D depth sensor and projection system and methods of operating thereof''
    US 9,778,476, 2017

  2. C. Dal Mutto
    ''Systems and methods for gesture based interaction with viewpoint dependent user interfaces''
    US 9,619,105, 2017

  3. C. Dal Mutto, G. Pasqualotto, G. Murali, M. Stoppa, A. Khalili, T. Kamal, B. Hummel
    ''Systems and methods for remapping three-dimensional gestures onto a finite-size two-dimensional surface''
    US 9,619,042, 2017

  4. A. Hazeghi, C. Dal Mutto, A. Rafii, D. Demirdjian
    ''Dynamically reconfigurable optical pattern generator module useable with a system to rapidly reconstruct three-dimensional data''
    US 9,521,399, 2016

  5. C. Dal Mutto, A. Rafii
    ''Systems and methods for multi-channel imaging based on multiple exposure settings''
    US 9,516,295, 2016

  6. C. Dal Mutto, G. Marin, A. Rafii, T. Zuccarino
    ''Systems and methods for implementing head tracking based graphical user interfaces (GUI) that incorporate gesture reactive interface objects''
    US 9,507,417, 2016

  7. A. Hazeghi, G. Marin, F. Peruch, C. Dal Mutto, A. Rafii
    ''Systems and methods for reducing z-thickness and zero-order effects in depth cameras''
    US 9,503,708, 2016

  8. C. Dal Mutto, G. Pasqualotto, G. Murali, M. Stoppa, A. Khalili, A. Kamal, B. Hummel
    ''Systems and methods for remapping three-dimensional gestures onto a finite-size two-dimensional surface''
    US 9,501,138, 2016

  9. C. Dal Mutto, A. Rafii, D. Demirdjian
    ''System and method for 3D reconstruction using multiple multi-channel cameras''
    US 9,392,262, 2016

  10. C. Dal Mutto, A. Rafii
    ''Systems and methods for real-time view-synthesis in a multi-camera setup''
    US 9,380,263, 2016

  11. A. Hazeghi, C. Dal Mutto, A. Rafii, D. Demirdjian
    ''Dynamically reconfigurable optical pattern generator module useable with a system to rapidly reconstruct three-dimensional data''
    US 9,325,973, 2016

  12. K. Blackstone, E. Webb, D. Girdwood, C. Dal Mutto
    ''Systems and methods for implementing three-dimensional (3D) gesture based graphical user interfaces (GUI) that incorporate gesture reactive interface objects''
    US 9,298,266, 2016

  13. M. Stoppa, B. Hummel, C. Dal Mutto, G. Pasqualotto
    ''Systems and methods for initializing motion tracking of human hands using template matching within bounded regions determined using a depth map''
    US 9,129,155, 2015

  14. C. Dal Mutto, B. Hummel, M. Stoppa, G. Pasqualotto, T. Mao, G. Murali
    ''Systems and methods for tracking human hands using parts based template matching''
    US 9,098,739, 2015

  15. M. Stoppa, B. Hummel, C. Dal Mutto, G. Pasqualotto
    ''Systems and methods for initializing motion tracking of human hands''
    US 9,092,665, 2015

  16. C. Dal Mutto, B. Hummel, M. Stoppa, G. Murali, T. Mao, G. Pasqualotto
    ''Systems and methods for tracking human hands by performing parts based template matching using images from multiple viewpoints''
    US 8,934,675, 2015

  17. C. Dal Mutto, B. Hummel, M. Stoppa, G. Murali, T. Mao, G. Pasqualotto
    ''Systems and methods for tracking human hands by performing parts based template matching using images from multiple viewpoints''
    US 8,655,021, 2014

  18. M. Stoppa, B. Hummel, C. Dal Mutto, G. Pasqualotto
    ''Systems and methods for initializing motion tracking of human hands''
    US 8,615,108, 2013

Conference Papers
  1. P. Di Febbo, S. Mattoccia, C. Dal Mutto
    ''Real-Time Image Distortion Correction: Analysis and Evaluation of FPGA-Compatible Algorithms''
    Reconfig, 2016
    [BibRef]

  2. C. Dal Mutto, P. Zanuttigh, S. Mattoccia, G. M. Cortelazzo
    ''Locally Consistent ToF and Stereo Data Fusion''
    CD4CV, ECCV, 2012
    [BibRef] [Dataset]

  3. C. Dal Mutto, F. Dominio, P. Zanuttigh, G. M. Cortelazzo
    ''Hand Gesture Recognition for 3D Interfaces'' (BEST PAPER AWARD)
    STDay, 2011
    [BibRef]

  4. L. Bezze, C. Dal Mutto, P. Zanuttigh, F. Dominio, G. M. Cortelazzo
    ''ToF Cameras and Microsoft Kinect Depth Sensor for Natural Gesture Interfaces''
    ACM CHItaly, 2011
    [BibRef]

  5. C. Dal Mutto, S. Mattoccia, P. Zanuttigh, G. M. Cortelazzo
    ''Scene Segmentation Assisted by Stereo Vision''
    3DIMPVT, 2011
    [BibRef]

  6. C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''Scene Segmentation by Color and Depth Information and its Application''
    STreaming Day, 2010
    [BibRef]

  7. C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''Accurate 3D Reconstruction by Stereo and ToF Data Fusion'' (BEST PAPER AWARD)
    GTTI, 2010
    [BibRef] [Dataset] [Presentation]

  8. C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''A Probabilistic Approach to ToF and Stereo Data Fusion''
    3DPVT, 2010
    [BibRef] [Dataset]

  9. V. Garro, C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''A Novel Interpolation Scheme for Range Data with Side Information''
    CVMP, 2009
    [BibRef]

  10. C. Dal Mutto, V. Garro, P. Zanuttigh, G. M. Cortelazzo
    ''Combined Use of ToF Sensors and Standard Cameras for 3D Video Acquisition''
    STreaming Day, 2009
    [BibRef]

Talks
  1. C. Dal Mutto
    ''Object Identification for Industry 4.0 Applications''
    University of Padova, DEI, Invited Talk, 2017
    [BibRef]

  2. C. Dal Mutto
    ''Object Identification and Defect Recognition for Manufacturing Applications''
    Nvidia GTC, 2017
    [BibRef]

  3. C. Dal Mutto, P. Zanuttigh, G. M. Cortelazzo
    ''A Probabilistic Approach to ToF and Stereo Data Fusion''
    International Workshop on Range Imaging Sensors and Applications, 2011
    [BibRef]

  4. C. Dal Mutto
    ''A Probabilistic Approach to ToF and Stereo Data Fusion''
    UCSC, Invited Talk, 2010
    [BibRef]

Demos
  1. P. Di Febbo, A. Mattei, A. Temil, A. Hazeghi, S. Mattoccia, C. Dal Mutto, A. Rafii, J. Trachewsky
    ''Aquifi SIR: Extremely Low Latency Depth and Color Camera with Computation on FPGA''
    Embedded Vision Workshop, CVPR, 2016

Reports
  1. C. Dal Mutto
    ''Dal Fumo ... all'Entanglement''


This site has been updated on November 16, 2017.


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