Deep Learning and Computer Vision Researcher
2 weeks ago
We are seeking a highly skilled Deep Learning and Computer Vision Researcher to join our team at HPS PARTNERS PTE. LTD.
Research Focus:In this role, you will focus on improving perception models for feature detection and tracking, utilizing deep learning and computer vision techniques to detect key features such as road boundaries, obstacles, and dynamic objects to enhance mapping and localization accuracy.
You will also work on developing and maintaining high-definition (HD) maps for autonomous driving applications, creating, updating, and managing detailed maps that include lane information, road geometry, traffic lights/signs, and other relevant features.
Furthermore, you will design, implement, and optimize algorithms for real-time high-precision localization of autonomous vehicles using sensor fusion of GNSS/IMU/DR, LiDAR, cameras, HD Map, and other sensors.
This position requires a Master's or Ph.D. degree in Robotics, Computer Science, Electrical and Electronic Engineering, Computer Vision, Deep Learning and AI, or a related field.
Working experience in localization, mapping, or autonomous driving systems is preferred.
Expertise in key mapping and localization techniques including GNSS/IMU/INS, SLAM, and especially deep learning-based perception and sensor fusion is required.
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