Computer Vision Engineer

3 months ago

pune, India Visteon Corporation Full time
Company Description
Visteon is a global company that is focused on advancing mobility through innovative technology solutions. With a strong presence in Pune, India, Visteon is driving the future of the automotive industry by delivering next-generation digital cockpit and electrification products. With a global network and a local footprint, Visteon aims to create a cleaner, safer, and more connected vehicle experience. The company recorded significant annual sales and booked a substantial amount of new business in 2022.
Job Title:
Computer Vision Engineer
Job Location:
India - Pune, Goa, Bangalore
Job Type:
Full-Time - Hybrid
Job Summary:
We are seeking a highly skilled Computer Vision Engineer with a strong background in multi-view geometry and classical computer vision algorithms to join our team. The ideal candidate will have extensive experience in developing and implementing perception systems for semi-autonomous vehicle applications.
Key Responsibilities:
Develop and Implement Perception Algorithms: 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 to solve complex perception problems.
Strong understanding of camera models (e.g. pin-hole, fish-eye ) and camera calibration processes.
Real-Time Processing: Optimize algorithms for real-time performance on embedded systems.
Collaboration: Work closely with cross-functional teams, including hardware engineers, software developers, and roboticists, to integrate perception systems into robotic platforms.
Research and Innovation: Stay updated with the latest advancements in computer vision and robotics, and apply innovative techniques to improve perception systems.
Qualifications :
Education: Bachelor's , Master's or PhD's degree in Computer Science, Electrical Engineering, Robotics, or a related field.
Experience: Minimum of 3 years of experience in computer vision and robotics, with a focus on perception systems.
Technical Skills:
Proficient in multi-view geometry and 3D reconstruction techniques.
Strong knowledge of classical computer vision algorithms (e.g., SIFT, SURF, ORB).
Experience with sensor fusion and integration.
Proficient in programming languages such as Python, C++, and MATLAB.
Experience with computer vision libraries (e.g., OpenCV, PCL) and deep learning frameworks (e.g., TensorFlow, PyTorch) is a plus.
Familiarity with ROS (Robot Operating System) and real-time processing on embedded systems.
Soft Skills:
Strong problem-solving and analytical skills.
Excellent communication and teamwork abilities.
Ability to work in a fast-paced and dynamic environment.
Preferred Qualifications:
Experience in developing perception systems for autonomous robots or vehicles.
Knowledge of machine learning and deep learning techniques.
Experience with SLAM (Simultaneous Localization and Mapping) algorithms.

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