Image Processing Specialist

Title: Image Processing Specialist
Location: Pune
Exp: 5+ yrs

Job Description:
" 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.