Image Processing Specialist

5 days ago

Pune Maharashtra, India NR Consulting Full time

Title Image Processing Specialist Location Pune Exp 5 yrs Develop and enhance calibration algorithms for multi-camera systems Implement procedures to correct lens distortion and camera misalignment Develop algorithms for converting 2D images into 3D models and back to 2D projections Apply mathematical techniques such as homography and projective transformations Design and implement Visual SLAM algorithms for real-time localization and mapping Utilize techniques for feature extraction matching and tracking Integrate SLAM algorithms with data from other sensors e g LiDAR IMU to enhance system performance Continuously improve the performance of algorithm SW to ensure low latency and high accuracy in real-time safety-critical automotive environments Troubleshoot and resolve technical issues related to sensor data processing Validate Algorithms using rea-world data and simulations Work closely with hardware software and vehicle control engineers to integrate perception algorithms into Advanced Driver Assistance Systems ADAS and other safety features Ensure all developed perception algorithms and safety systems comply with automotive industry safety standards such as ISO 26262 for functional safety JOB REQUIREMENTS Education Experience Master s degree in electrical engineering Electronics Engineering Computer Science Engineering or a related field At least 5 years of hands-on experience in computer vision image processing and machine learning Proficiency in programming languages such as C C and Python Experience with camera calibration techniques and tools e g OpenCV ROS Strong understanding of perspective transformations and 3D reconstruction methods Familiarity with Visual SLAM frameworks e g ORB-SLAM LSD-SLAM RTAB-Map Technical Knowledge Experience with automotive ADAS systems and sensor fusion Knowledge of deep learning techniques for computer vision applications Experience with real-time processing and optimization techniques Experience with machine learning algorithm development for embedded ECUs Knowledge of product development engineering practices in automotive field Knowledge of embedded software development in C C for 16-bit and 32-bit micro-controllers such as PPC microcontrollers ARM Core or DSP Working knowledge in structured engineering approach Working knowledge in development of portable reusable and modular software in automotive environment Experience in using a disciplined software development process based on ASPICE or CMMi process model Working knowledge of configuration management preferably PTC MKS project monitoring and control techniques Strong background in mathematics signal image video processing Experience with version control Git and requirement management tools like PTC Integrity Knowledge of structured problem solving 8D methods and or techniques

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