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Kitware's computer vision team is a leader in the creation of cutting-edge algorithms and software for automated image and video analysis. Our solutions embrace deep learning and add measurable value to government agencies, commercial organizations, and academic institutions worldwide. Kitware’s 3D computer vision team develops algorithms and open source applications for photogrammetry: reconstructing 3D models of objects from images and video. Current 3D projects have an emphasis on aerial and satellite imagery sources, but capabilities are often adapted to other problem domains.
Job Responsibility:
Conduct research and develop solutions for problems related to camera calibration, registration, and 3D reconstruction from images
Contribute to the development of open source software such as TeleSculptor, KWIVER, or Danesfield
Collaborate with other researchers to brainstorm ideas and peer review work
Prepare and present research findings to customers and collaborators
Enjoy support and encouragement for participation in national and international conferences (such as CVPR, ICCV, ECCV, WACV, and 3DV)
Be encouraged to seek funding to grow and develop your own research areas, if you desire
Requirements:
PhD in Computer Science or related field
Experience using multiview geometry to develop algorithms for building 3D point clouds or meshes from imagery or video
Experience with AL/ML methods for 3D reconstruction or camera calibration
Experience with good software development practices and proficiency in C++ and/or Python
Strong publication record in top-tier research publications and conferences such as CVPR, ICCV, and ECCV
Highly innovative and demonstrated track record for solving difficult technical challenges using imagery
Experience collaborating successfully with others and thriving in a fast-paced and dynamic work environment
Candidates should include a detailed list of publications as part of their resume/CV
Due to contractual restrictions, only US Citizens will be considered for this position
If not already cleared TS/SCI, willingness and ability to apply for and maintain a TS/SCI security clearance
Nice to have:
Experience with geospatial coordinates systems and transformation is desirable, but not required
What we offer:
Small company environment, flexibility in work assignments, and high levels of independence and responsibility