Computer Vision Engineer

8 months ago

Singapore N8XT AEROSPACE PTE. LTD. Full time
Roles & Responsibilities

The computer vision / image processing engineer is responsible for developing and implementing algorithms and software tools to process and analyse images for various object detection applications from multiple real-time mission-critical image sources, such as electro-optical, thermal imaging sensors and other sensors.


The job scope includes:

  • Research various imaging systems and validate them.
  • Using optical metrology techniques, calculate and calibrate cameras for outdoor real-time mission-critical applications
  • Designing and testing image processing systems and components, such as filters, edge detectors, feature extractors, classifiers, etc
  • Optimising the performance and accuracy of image processing algorithms using techniques such as parallel computing, machine learning, deep learning, etc
  • Collaborating with other data scientists, engineers, researchers, and clients to understand the requirements and specifications of image-processing projects
  • Document and present the results and findings of image processing experiments and analyses

Requirements:

  • A bachelor's degree or higher in computer science, physics, mathematics or a related field
  • Experience in image processing and/or computer vision, preferably outdoor systems
  • Deep understanding of the imaging systems' sensor characteristics, optical metrology techniques and image signal processing
  • Hands-on experience in the image processing pipeline. (Zoom and focus, auto white balance, camera colour conversion, colour space and colour management, etc.)
  • Expertise in identifying diverse colour issues within intricate ISP systems and in precision tuning of parameters to achieve optimal image quality
  • Knowledge of mathematical modelling, statistical analysis and image processing techniques. (Kalman filtering etc.)
  • Proficiency in Python, C++, MATLAB or other programming languages
  • Familiarity with popular frameworks and libraries for image processing and machine learning, such as OpenCV, TensorFlow, PyTorch, scikit-image or PIL
  • Ability to work independently and as part of a team
  • Excellent communication and problem-solving skills

Tell employers what skills you have

TensorFlow
Machine Learning
Image Processing
Ability To Work Independently
Physics
OpenCV
Thermal Imaging
Computer Vision
Tuning
PyTorch
Camera
Python
Sensors
Parallel Computing
C++
Signal Processing

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