Responsibilities
- Develop novel computer vision algorithms and advanced systems with a focus on real-time sensor fusion, camera calibration, and 3D reconstruction
- Research, develop and prototype advanced hardware and software technologies related to tracking, 3D reconstruction, photometric stereo and object detection
- Apply machine learning to computer vision problems
- Conceive proof-of-concept prototypes that establish overall system performance
- Analyze and improve efficiency, scalability, and stability of various deployed systems
- Collaborate with team members from prototyping through production to advance the entire project
Minimum Qualifications
- Experience in Computer Science, Computer Vision, Machine Learning, Robotics or related technical field
- Experience (3+ years for senior role) developing real-time computer vision software in C++, including algorithm design and systems software development
- Experience with machine learning, Bayesian filtering, information theory and/or 3D geometry
- Understanding of applied mathematics and numerical optimization
- Prototyping skills
Preferred Qualifications
- Degree (MS / Ph.D. degree for senior role) in Computer Science, Computer Vision, Machine Learning, Robotics or related technical field
- Experience (5+ years for senior role) with real-time object tracking, sensor fusion, real-time image processing, etc.
- Experience training deep convolutional and/or recurrent neural networks
- Experience with CPU/GPU optimization
- (Senior role) Experience with graphics programming in DirectX or OpenGL Proven publication track record at conferences such as SIGGRAPH, CVPR, NIPS, ECCV, ICCV, ISMAR, ICML, etc.
by via developer jobs - Stack Overflow
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