PhD CIFRE, PhD – Deep-based reference pictures generation for video codin
Core
Researching deep-learning algorithms to improve interprediction and generate accurate reference pictures for 2D video coding standards.
Role type
PhD researcher (deep-based video coding)
Builds
Deep-learning based video coding tools and algorithms
Domain
Video coding, Deep Learning, Signal Processing
Deliverable
production ML models
Required skills
Deep learning, Machine learning, Signal processing, Computer vision, Image processing, C/C++, Python, TensorFlow
Preferred skills
Standardization experience (MPEG, JVET, VCEG)
Technologies
TensorFlow, C/C++, Python
Responsibilities
Follow state-of-the-art in deep learning and video coding research and standardization; Propose and implement new video coding algorithms; Participate in innovation disclosures; Demonstrate and promote results in standards, journals, and conferences
Seniority
PhD researcher
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