Israel
Looking for a challenging and interesting position as an algorithm developer in computer vision or intelligent systems. Algorithmic experience: classical computer vision, object detection, deep learning, optimization problems, Google Colaboratory, co-author of 2 patents: • Devor J., Frolov M., Muchnik I., Zlotogorski H., Measuring vehicle speeds with an uncalibrated camera, GB2015434.0 (pending UK 2020) • Devor J., Frolov M., Muchnik I., Zlotogorski H., Training a machine to recognize a motor vehicle driver using a mobile device, GB1908986.1 (pending UK 2019)
Research, software development and AI engineering.
• Developed a descriptor for comparing contour shapes. (Classical contour analysis, Anomaly detection) • Researched the possibility of correlating different patterns by comparing the parameters of the distributions of gray levels of pixels. • Improved the automatic search system for anomalies in the image: 1. By image modeling. 2. By creating a pixel anomaly metric.
• Designed two approaches to detecting a change of road line: 1. Optical flow modeling along the entire travel path. 2. Dividing line detection by classical computer vision methods (filtering + clustering). • Designed and implemented tracking unauthorized entry into the specified area.
• Training a machine to recognize a motor vehicle driver using a mobile device (YOLO, Darknet). A patent has been granted. • Measuring vehicle speeds with an uncalibrated camera. A patent has been granted. • Implementation of various ML algorithms for scene analysis. • Implemented comparing data from different sources (GPS, OBD, Video). • Designed and implemented various computer vision algorithms based on optical flow. • Designed and implemented image processing (Removing artifacts, making distortions).