Claudio Caraffi Email and Phone Number
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Research engineer and project manager in Computer Vision;developed in the Intelligent Vehicles - Automotive Safety field.- Unique experience in perception systems for Autonomous Driving (direct participation to 4 different projects).- Experience with several Computer Vision techniques and challenges: stereo, pattern analysis, scene reconstruction, machine and on-line learning, tracking- Developed algorithms for perception of obstacles, lanes, vehicles, traffic signs; traffic scene reconstruction; stereo image stabilization; sensor calibration- New concept proposal for ADAS and Intelligent Vehicles applications- Managing of research projects with academic partners- 8 years experience in industry (4 as partner, 4 as employee) and multi-cultural team/environment (Europe, US, Japan).- 10+ years programming experience (efficient algorithm implementation, complex software)Meticulous and innovative 24 hours a day. Active in the academic field, highly cited publications (see http://scholar.google.nl/citations?user=KPB2IC0AAAAJ ). Enthusiastic about learning, sharing ideas in discussions, leading young students and engineers.Having been involved in industrial projects with defined output target, I have often combined different point of approach to the problem (pixel level, scene structure, temporal evolution) to obtain, step by step, the best possible gain in result quality. This allowed me to gain experience in several Computer Vision domains, namely flexible low level feature extraction, stereo matching and aggregation, calibration, target tracking, machine learning, on-line learning, all integrated and seen from an optic of real-time implementation on standard machines.I am real added value to a team: not only I can understand the needs related to my task and provide exactly the output expected, but also, thanks to my attention to detail, I proved in several occasion my capability to spot/foresee project problems and propose solution to solve/prevent them.
Nomitri Gmbh
View- Website:
- nomitri.com
- Employees:
- 14
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Senior Computer Vision And C++ DeveloperNomitri GmbhBerlin, De -
Senior Computer Vision & C++ DeveloperNomitri Gmbh Dec 2020 - PresentBerlin, De -
SabbaticalSelf Jun 2019 - Nov 2020After the exciting experience in Silicon Valley, I took the opportunity to spend a sabbatical in my home town after 10 years abroad, dedicating time to my family and sports.Then we came back to Berlin where I resumed my career.
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Computer Vision Engineer (Individual Contributor, Level 6) - Eye TrackingOculus Vr Aug 2017 - May 2019Menlo Park, Ca, UsSoftware development for image processing for optimized eye feature extraction, user identification, result propagation and visualization, and integration in a compex multi-sensor environment. -
Computer Vision EngineerApple Jun 2017 - Aug 2017Cupertino, California, UsPreparation, transition and technology hand over in the context of SMI acquisition by Apple -
Experte Für Bildverarbeitung - Computer Vision EngineerSmi Sensomotoric Instruments Gmbh May 2013 - Aug 2017(Acquired by Apple in June 2017)Development of flexible eye-tracking algorithms and software for platforms ranging from desktop to virtual and augmented reality systems.User’s gaze reconstruction requires quick and precise (sub-pixel) elaboration of eye features. Challengescome from variability of users’ appearance, posture and eye characteristics, of the environmental conditions (e.g. disrupting reflections), and of the hardware, especially seen in a number of customizations for roughly all most known Virtual Reality devices. In these years we have been working 360 degrees on these aspects. I established with my colleagues a new concept for massive evaluation of implemented methods. I have redesigned the pupil and iris detection and reconstruction algorithm, and contributed to the reshaping and optimization of the other parts of the pipeline.Side activities:– Organized image acquisition campaign– Patent conception and writing (author and co-author of 2 submissions)– Development and maintenance of multi-platform CMake building system (Windows, Linux, Android -llvm, gcc compiler)– CPU and DSP vectorization of code– Job candidates selection and evaluation
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Advanced Technology EngineerToyota Motor Europe Nov 2008 - Apr 2013Brussels, BeResponsible for the creation and development of new concepts for traffic scene perception and risk detection to be applied in the field of automotive safety:- Manage cooperations with different research partners for algorithm development, setting scientifictargets and work plans.- Introduced new concepts for risk representation, early detection, persistent tracking.- Created a modular software platform for algorithm development and integration.- Introduced an innovative method for semi-automatic vehicle annotation and algorithm evaluation as alternative to expensive manual annotation, dataset and evaluation source code released (See projects below).- Responsible for the set-up of a multi-sensor data acquisition vehicle (11 cameras for a 360 fieldof view, 1 Velodyne laser-scanner, PosLV, CAN acquisition), revealed to the scientific community at ECCV2012. Coordination of several involved divisions.- Periodical presentations of research work to colleagues and board members in internal exhibition and global meetings (US, Japan), outstanding feedback.- In the summer 2012, in charge of transferring and testing 2 Computer Vision algorithms (vehicledetection and tracking and lane detection) in the autonomous vehicle prototype developed inToyota America (revealed at CES 2013); successful integration with autonomous driving during aperiod of 10 weeks spent in Ann Arbor (MI) cooperating in a multi-cultural team.My interest is in low computational cost algorithms, in particular using a priori considerations to exclude the impossible and to concentrate the processing power on key information subsets. I privilege monocamera algorithms, and integration with other cheap source of information, targeting low cost solution. -
Temporary Research EngineerToyota Motor Europe Sep 2008 - Oct 2008Toyota City, Aichi Prefecture, JpShort term contract which lead to my recruitment. -
Short-Term Contract ResearcherVislab (C/O University Of Parma) Jan 2008 - May 2008Computer vision applied to intelligent vehicles. Lane and traffic signs detection.
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Phd StudentDipartimento Di Ingegneria Dell'Informazione, Università Di Parma Nov 2004 - Mar 2008Perception systems using Computer Vision for manned and unmanned vehicles in on-road and off-road environments. My research regarded problems related to system calibration,image stabilization, stereo off-road obstacle detection, road slope profile estimation,lane perception, and (in cooperation with Magneti Marelli Holding S.p.A.) traffic-sign recognition.Participation to all edition of DARPA Autonomous Vehicle Challenge (2004, 2005, 2007).The systems I developed were a fundamental factor first for the set-up of our direct cooperation with Oshkosh Truck Corporation in 2004,and second, given our success, of the renewed cooperation in 2006 for the development of 5 vision systems involving more than 10 research engineers from VisLab.These projects have been very important contribution for the growth, also in prestige, of VisLab.
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Co-WorkerOshkosh Truck Corporation Sep 2003 - Nov 2007Oshkosh, Wisconsin, UsDeveloper and responsible of vision perception systems for autonomous vehicles TerraMax andTerraMax2, in an international team working environment.In the period September 2003 – February 2006 I have been developer and responsible of the visionsystem (off-road stereo images stabilization and obstacle detection) of the TerraMax autonomous vehicle for 2004 and 2005 edition of DARPA Grand Challenge. In October 2005, the TerraMax vehicle has been one of only 5 to complete the race, the only one using vision as main sensor.I contributed mounting the same system in a second autonomous vehicle for a demonstration in Yuma, AZ.In the period June 2006 – November 2007 I have been developer and responsible of the vision system (short and long range lane detection) of the TerraMax2 autonomous vehicle for 2007 DARPA Urban Challenge. -
Co-WorkerRockwell Collins Nov 2004 - Mar 2006Cedar Rapids, Iowa, UsIn the period November 2004 - February 2006 I have collaborated with Rockwell Collins as developer of the vision system (image stabilization and obstacle detection) of the TerraMax autonomous vehicle that finished 2005 DARPA Grand Challenge, and contributing mounting the same system in a second autonomous vehicle for a test which took place in Yuma, AZ
Claudio Caraffi Skills
Claudio Caraffi Education Details
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Università Degli Studi Di ParmaComputer Vision -
The Ohio State UniversityComputer Vision -
Università Degli Studi Di ParmaComputer Science
Frequently Asked Questions about Claudio Caraffi
What company does Claudio Caraffi work for?
Claudio Caraffi works for Nomitri Gmbh
What is Claudio Caraffi's role at the current company?
Claudio Caraffi's current role is Senior Computer Vision and C++ Developer.
What is Claudio Caraffi's email address?
Claudio Caraffi's email address is cl****@****ail.com
What is Claudio Caraffi's direct phone number?
Claudio Caraffi's direct phone number is +3933465*****
What schools did Claudio Caraffi attend?
Claudio Caraffi attended Università Degli Studi Di Parma, The Ohio State University, Università Degli Studi Di Parma.
What are some of Claudio Caraffi's interests?
Claudio Caraffi has interest in Theater, Snowboading, Skiing, Novice Acting.
What skills is Claudio Caraffi known for?
Claudio Caraffi has skills like Computer Vision, Algorithms, Image Processing, Computer Science, Automotive, C++, Latex, Linux, Opengl, Object Oriented Design, Cmake, Wxwidgets.
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