Senior Computer Vision Researcher
Senior Computer Vision Researcher
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Job Description
Join the leader in entertainment innovation and help us design the future. At Dolby science meets art and high tech means more than computer code. As a member of the Dolby team youll see and hear the results of your work everywhere from movie theaters to smartphones. We continue to revolutionize how people create deliver and enjoy entertainment worldwide. To do that we need the absolute best talent. Were big enough to give you all the resources you need and small enough so you can make a real difference and earn recognition for your work. We offer a collegial culture challenging projects and excellent compensation and benefitsnot to mention a Flex Work approach that is truly flexible to support where when and how you do your best work.
Play a key role as part of Dolbys new RD Center in Bangalore as a Researcher in our Advanced Technology Group ATG.ATGis the research and technology arm of Dolby Labs. It has multiple competencies that innovate technologies in audio video AR/VR gaming music and movies. Many areas of expertise related to computer science and electrical engineering such as AI/ML computer vision image processing algorithms digital signal processing audio engineering data science & analytics distributed systems cloud edge & mobile computing natural language processing knowledge engineering and management social network analysis computer graphics image & signal compression computer networking IoT are highly relevant to our research.
As a Researcher you will bring your experience in computer vision and deep learning technology to Dolby. As a prerequisite for your work you have proven knowledge of the multiview geometry recognition and detection 3D scene representation and reconstruction and signal/image/video processing and deep learning. Your solid understanding of tradeoffs between computational complexity and achieved performance of different implementations will guide you in decisions. You will research and develop new neural network architectures training methods representation and processing algorithms on the areas of modern computer vision.
You must have an indepth understanding of the key processes in computer vision. You have extensive experience in developing architectures lowlevel/midlevel/highlevel computer vision tasks and processing algorithms with deep learning to improve performance of computer vision tasks. You will join a highly skilled and motivated team to research and develop advanced computer vision and processing technologies to improve end user experience.
What youll do:
- Works with a general understanding of competitive technologies in the area of focus.
- Works to understand the system context in which new technologies will be used and the requirements that the technology must fulfill for success.
- Creates earlystage conceptual models that demonstrate feasibility.
- Document and present the new architectures and algorithms in various forms such as technical white papers and internal meeting
- Maintain the highest technical and moral integrity for Dolby in the workplace and marketplace.
What youll need:
- Ph.D. degree in electrical engineering computer engineering or computer science or
- Masters Degree (or equivalent) and at least 5years research work experience
- Experience in developing algorithms for machine learning and deep learning computer vision and 3D scene.
- Intimately familiar with computer graphics video processing systems as well as corresponding software in consumer and professional products.
- Proficient in Matlab C/C OpenCV and Python (Tensorflow/Pytorch) programming applied to computer vision is required.
- Selfmotivated quick learner and strong team player with ability to work with minimal supervision.
- Excellent written and verbal communication skills.
Desirable:
- Experience in filing patents of newly developed technologies.
- Handson experience in applying Computer Vision and Machine Learning algorithms to realworld problems
- Proven track record of successful research accomplishments published papers and/or patent applications in the field of video encoding and processing.
*LISB1
Required Experience:
Senior IC
Employment Type
Full Time
