3D Computer Vision Researcher

Kitware; Arlington (VA); On-site; USD 90,000 - 120,000; Full time

Benefits offered by this job

401(k)

Health insurance

Six weeks paid time off

Tuition reimbursement

Flexible working hours

Short- and long-term disability insurance

Bonus plan

Job summary

Kitware is seeking a researcher in computer vision based in Arlington, Virginia. The role focuses on developing algorithms for 3D reconstruction and camera calibration using multiview geometry. Candidates must hold a PhD in Computer Science or a related field and have a strong background in C++ or Python. The position promotes collaboration in a dynamic environment and involves contributing to open source software initiatives. Competitive benefits and a supportive work culture are offered, aligning with Kitware's mission to advance science and technology.

Qualifications

• PhD in Computer Science or related field.
• Experience using multiview geometry to develop algorithms for 3D reconstruction.
• Strong publication record in top-tier research publications.

Responsibilities

• Conduct research and develop solutions for camera calibration and 3D reconstruction.
• Contribute to the development of open source software.
• Prepare and present research findings to customers and collaborators.

Skills

3D point clouds

Camera calibration

C++

Python

Multiview geometry

Machine Learning

Education

PhD in Computer Science or related field

Job description

Team Description

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. We understand the difficulties in extracting, interpreting, and utilizing information across images, video, metadata, and text, and we recognize the need for robust, affordable solutions. We seek to advance the fields of computer vision and deep learning through research and development and through collaborative projects that build on our open source software platforms, such as VIAME and Telesculptor.

About the Projects

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. These projects have created and continue to support the development of TeleSculptor, an open source application for aerial 3D reconstruction built on KWIVER, and Danesfield, an open source Python framework and web application for urban 3D modeling from satellite imagery. Our 3D vision research projects support the continued development of these tools, development and publication of new cutting‑edge 3D reconstruction and camera calibration algorithms, and opportunities to leverage 3D vision to assist with broader computer vision topics. The team is exploring how 3D vision algorithms can aid in object detection and tracking, change detection, super resolution, video compression, super resolution, and various other problems. We frequently explore opportunities to adapt our work to new customers with new challenges and new data domains such as underwater imagery or synthetic aperture radar.

In This Position You Will

• 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 (e.g., CVPR, ICCV, ECCV, WACV, 3DV)
• Be encouraged to seek funding to grow and develop your own research areas, if you desire

Required Qualifications

• 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

Preferred Qualifications

• Experience with geospatial coordinate systems and transformation is desirable, but not required

Company Description

Kitware is a research and development software solutions provider with a mission to advance science, make a positive impact, and share our results all within a collaborative, employee‑focused work environment that is friendly, fair, and flexible. Our work is improving healthcare outcomes, increasing national security, and advancing our national computing infrastructure. Our customers and collaborators include top universities from around the world, government organizations, national research labs, medical device manufacturers, car manufacturers, financial institutions, and many others.

Benefits

Our team members enjoy a small company environment, flexibility in work assignments, and high levels of independence and responsibility. Besides a great work environment, our comprehensive benefits package includes a competitive compensation plan, tuition reimbursement program, flexible working hours, six weeks paid time off, 401(k), health insurance, life insurance, short‑ and long‑term disability insurance, bonus plan, and free coffee, drinks, and snacks.

Equal Employment Opportunity

Kitware actively subscribes to a policy of equal employment opportunity. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, age, protected veteran status, uniformed service member status, or any other characteristics protected by applicable law.