3D Vision Researcher — Open Source, AI & Impact

Kitware; Minnesota; À distance; USD 120 000 - 180 000; Plein temps

Avantages offerts par ce poste

Six weeks of paid time off

Flexible working hours

Competitive compensation

Employee bonus plan

401(k)

Health and life insurance

Short- and long-term disability

Tuition reimbursement

Relocation assistance when applicable

Free coffee, drinks, and snacks

Résumé du poste

Kitware is seeking a researcher to advance 3D vision through photogrammetry, camera calibration, registration, and 3D reconstruction from images and video. Projects include aerial and satellite imagery, with exploration into underwater imagery and SAR domains.

You'll contribute to open source frameworks such as TeleSculptor, KWIVER, and Danesfield, publish results, and collaborate with customers and national security partners while pursuing novel AI/ML approaches to vision challenges.

Qualifications

• PhD in Computer Science or a related field.
• Experience using multiview geometry to develop algorithms for building 3D point clouds, meshes, Gaussian Splats, or NeRFs from imagery or video.
• Experience with AI/ML methods for 3D reconstruction or camera calibration.
• Experience with good software development practices and proficiency in C++ and/or Python.
• A strong publication record in top-tier research publications and conferences such as CVPR, ICCV, and ECCV.
• A highly innovative approach and a demonstrated record of solving difficult technical challenges using imagery.
• Experience collaborating successfully with others and thriving in a fast-paced, dynamic work environment.
• 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.
• Candidates should include a detailed list of publications as part of their resume or CV.

Responsabilités

• Conduct research and develop solutions involving camera calibration, registration, and 3D reconstruction from images.
• Contribute to open source software such as TeleSculptor, KWIVER, and Danesfield.
• Collaborate with other researchers to develop ideas and peer-review work.
• Prepare and present research findings to customers and collaborators.
• Receive support and encouragement to participate in national and international conferences such as CVPR, ICCV, ECCV, WACV, and 3DV.
• Seek funding to grow and develop your own research areas, if desired.

Connaissances

C++

Python

multiview geometry

AI/ML for 3D reconstruction

publication record

team collaboration

security clearance willingness

Formation

PhD in Computer Science

Outils

TeleSculptor

KWIVER

Danesfield

Description du poste

Kitware is seeking a researcher to advance 3D vision through photogrammetry, camera calibration, registration, and 3D reconstruction from images and video. Projects include aerial and satellite imagery, with exploration into underwater imagery and SAR domains.

You'll contribute to open source frameworks such as TeleSculptor, KWIVER, and Danesfield, publish results, and collaborate with customers and national security partners while pursuing novel AI/ML approaches to vision challenges.