Photogrammetry Specialist
Job Description: Client is developing computer vision software employed in world leader companies for autonomous drone flight, 3D reconstruction technology, and virtual reality.
The client team combines deep expertise in photogrammetry and artificial intelligence. About the role: The core of our computer vision algorithms closes the gap between computers and the real world, by allowing them to see and understand real scenes in a 3D representation. You architect and implement the algorithms that run on drones, robots, phones and virtual reality devices as part of a world class computer vision team that has pushed the state of the art in academia and industry. As part of our core software development team, you will assume direct ownership of a project that meaningfully advances the capabilities of our algorithms and products. If you have strong foundation in analytical math, geometry, software development and experience in image-formation/rendering algorithms, and you are interested in directly contributing to the development of next generation 3D computer vision algorithms and pushing them into real products, we would love to hear from you. Position Overview: We are seeking a skilled and innovative software engineer / researcher with expertise in photogrammetry to join our team. As a Photogrammetry Specialist, you will be responsible for improving existing algorithms, innovate and create new approaches by keeping up to date with the literature in the field and brainstorming with our team. Your work will contribute to creating fast and accurate 3D reconstructions, realistic and immersive environments for engineering and simulation applications, multimedia and virtual reality applications, gaming and entertainment applications.
Responsibilities:
Job Description: Client is developing computer vision software employed in world leader companies for autonomous drone flight, 3D reconstruction technology, and virtual reality.
The client team combines deep expertise in photogrammetry and artificial intelligence. About the role: The core of our computer vision algorithms closes the gap between computers and the real world, by allowing them to see and understand real scenes in a 3D representation. You architect and implement the algorithms that run on drones, robots, phones and virtual reality devices as part of a world class computer vision team that has pushed the state of the art in academia and industry. As part of our core software development team, you will assume direct ownership of a project that meaningfully advances the capabilities of our algorithms and products. If you have strong foundation in analytical math, geometry, software development and experience in image-formation/rendering algorithms, and you are interested in directly contributing to the development of next generation 3D computer vision algorithms and pushing them into real products, we would love to hear from you. Position Overview: We are seeking a skilled and innovative software engineer / researcher with expertise in photogrammetry to join our team. As a Photogrammetry Specialist, you will be responsible for improving existing algorithms, innovate and create new approaches by keeping up to date with the literature in the field and brainstorming with our team. Your work will contribute to creating fast and accurate 3D reconstructions, realistic and immersive environments for engineering and simulation applications, multimedia and virtual reality applications, gaming and entertainment applications.
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Responsibilities:
- Find ways to improve the accuracy and speed of 3D reconstructions pipelines, including: camera calibration and pose estimation, depth-map estimation, mesh reconstruction, mesh refinement and mesh texturing.
- Create new 3D reconstruction pipelines using emerging technologies, like: monocular depth-map estimation, depth-map inpainting, MVS machine learning and NeRF.
- Scale and parallelize 3D reconstruction pipelines to allow reconstruction of city scale environments.
- Education: Master's degree or PhD in Computer Vision, Computer Graphics, Physics, Math or related field. Specialization or coursework in photogrammetry, computer vision, or virtual reality algorithms is highly advantageous.
- Ability to stay up-to-date with new papers in the field, and capacity to understand and implement them is particularly advantageous.
- Technical Skills: Proficiency in two or more photogrammetry-related algorithms, like: depth-map estimation, mesh reconstruction, mesh refinement, mesh texturing, image alignment, camera calibration, feature extraction and matching. Skills in 3D modeling software and 3D engines (ex. Blender, Unreal Engine) are an advantage.
- Mandatory proficiency in C++ and Python programming languages. Creative Problem-Solving: Strong analytical and problem-solving skills to address technical challenges in photogrammetry-related algorithms development. Experience: Minimum of 2 years of practical experience in developing photogrammetry related algorithms.
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