What is a stream state-of-the art for picture replacement and encouragement practical to images acquired underneath reduction than ideal circumstances? Can a focus of encouragement algorithms as a pre-processing step urge picture interpretability for primer investigate or involuntary visible approval to systematise stage content? The Intelligence Advanced Research Projects Activity (IARPA), within a Office of a Director of National Intelligence (ODNI), is sponsoring a UG2 Prize Challenge. This plea seeks to answer these critical questions for ubiquitous applications associated to computational photography and stage understanding. As a well-defined box study, a plea aims to allege a investigate of images collected by tiny unmanned aerial vehicles (UAVs) by improving picture replacement and encouragement algorithm opening regulating a UG2Dataset
Who We Are: IARPA focuses on high-risk, high-payoff research. The UG2 Prize Challenge will rivet a wider investigate village to allege picture replacement and encouragement of low peculiarity unrestrained imagery for mechanism prophesy applications, such as imagery prisoner from UAV-mounted sensors.
What We’re Doing: The plea consists of dual parts: (1) picture replacement and encouragement to urge picture peculiarity for primer inspection; and (2) picture replacement and encouragement to urge a involuntary sequence of objects found within particular images. The winners of any difficulty will be invited to benefaction during a seminar to be hold during a 2018 IEEE Computer Vision and Pattern Recognition (CVPR) Conference (https://cvpr2018.thecvf.com/).
Why We’re Doing This: The advantages of conducting visible notice from a height like a tiny UAV are clear. Man-portable systems can be launched from protected positions to dig formidable or dangerous terrain, appropriation hours of video but putting tellurian lives during risk. What is misleading is how to automate a interpretation of these images — a required magnitude in a face of millions of frames from particular flights. Human analysts can't manually differentiate by information of this scale for actionable comprehension information. Ideally, a mechanism prophesy complement would be means to brand objects, events, and tellurian identities of seductiveness to analysts, surfacing profitable information out of a large pool of mostly uninteresting or irrelevant images. To build such a system, one could spin to new appurtenance training breakthroughs in visible recognition, that have been enabled by entrance to millions of training images from a Internet. However, such approaches can't be used as off-the-shelf components to arrange a complement we desire, since they do not take into comment artifacts singular to a operation of a sensor and optics height on a tiny UAV.
Where and When We’re Doing This: Registration to join a plea will take place by this Challenge.gov site. From Challenge.gov, participants will be destined to register with a University of Notre Dame, a organizer and evaluator of a challenge. Registration closes on April 1, 2018 with algorithm acquiescence shutting on April 15, 2018.
- When does UG2 registration begin? Jan 31, 2018
- Where to learn some-more about a challenge, including rules, criteria and eligibility requirements? https://www.ug2challenge.org/
- Where do participants register? https://www.ug2challenge.org/
- When is a registration deadline? Apr 1, 2018
- When is a algorithm acquiescence deadline? April 15, 2018
- When will winners be announced? May 15, 2018
- When and where is a CVPR workshop? Jun 18, 2018 in Salt Lake City, UT
Who Should Participate? The UG2 Prize Challenge is dictated for esteem participants who are authorised to contest for a plea prizes. We inspire developers of computational photography and picture estimate algorithms to participate, both domestic and international, from academia and industry. Other U. S. Government Agencies, Federally Funded Research and Development Centers (FFRDCs), University Affiliated Research Centers (UARCs), or any other identical organizations that have a special attribute with a Government that gives them entrance to absolved or exclusive information, or entrance to Government apparatus or genuine property, will not be authorised to attend in a esteem challenge. Read a full manners and plea eligibility sum by going here: https://www.ug2challenge.org/.
Why Participate? The many successful and innovative teams will be invited to benefaction during a CVPR 2018 workshop. Within any plea category, a initial and second place scoring algorithms will be awarded esteem monies. A sum of $75,000 in prizes will be awarded.
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