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Arthrex India
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CV Lead

CV Lead

Arthrex India

8 years

0 Lacs

Pune Maharashtra India

Posted:3 days ago| Platform:

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Skills Required

design vision algorithms recognition tracking geometry reconstruction localization mapping extraction processing collaboration software research robotics video annotation analytics capture calibration programming opencv imaging fusion ultrasound learning tensorflow pytorch communication teamwork

Work Mode

On-site

Job Type

Full Time

Job Description

Role Description

Design and implement robust computer vision algorithms for object detection, recognition, tracking, and scene understanding
Multi-View Geometry: Apply multi-view geometry techniques to develop 3D reconstruction, localization, and mapping solutions
Classical Computer Vision: Utilize classical computer vision methods including feature extraction, image processing, and segmentation
Collaboration: Work closely with cross-functional teams, including hardware engineers, software developers
Research and Innovation: Stay updated with the latest advancements in computer vision and robotics, and apply innovative techniques to improve perception systems

Skill Requirements

PRIMARY SKILLS (MUST HAVE SKILLS):

Experience with computer vision applications on monocular and stereo imaging
Working knowledge of 3D localisation and mapping techniques on monocular and stereo imaging
Understanding of video annotation, video analytics, 3D and Stereo capture and Visualisation
Proficiency in multimodal image registration (CT-CT, CT-MRI, Fluro-Endo, 3D-3D, 2D-3D)
Experience with image denoising and enhancement
Strong understanding of camera models (e.g. pin-hole, fish-eye ) and camera calibration processes
Proficient in multi-view geometry and 3D reconstruction techniques
Strong knowledge of classical computer vision algorithms
Proficient in programming languages such as Python/ C++/ MATLAB
Experience with computer vision libraries (e.g., OpenCV, PCL)

SECONDARY SKILLS: (GOOD TO HAVE)

Experience in endoscopy imaging, image mosiacing, image fusion with ultrasound imaging.
Working knowledge of deep learning frameworks (e.g., TensorFlow, PyTorch) is a plus
Strong problem-solving and analytical skills
Excellent communication and teamwork abilities
Ability to work in a fast-paced and dynamic environment

Qualifications And Education Requirements

Education: Bachelor's , Master's or PhD's degree in Computer Science or related field
Experience: Minimum of 8 years of experience in computer vision

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