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Senior Chief Engineer, AI Image Restoration/Enhancement

Samsung Electronics
Indiafull_timeVerifiedPosted 21 Nov 2023

About the role

Position Summary

Skills Required:
•Design and development of robust, efficient and mobile friendly algorithms for AI Image/Video Restoration & Enhancement.
•Analysis and Restoration of Smart phone Images & Videos using state-of-art techniques from Image Processing, Computer Vision and Machine Learning.
•Development of innovative solutions for various problems related to Super Resolution, High Dynamic Range Imaging, Efficient Deblur and Denoise method.
•To learn and update oneself on the emerging trends of technology and apply them in the projects for better results leading to publications and patents.
•Explore new areas of Expert Systems, Cognitive Computing, Artificial Intelligence, Computational Photography etc.

Skills Required:
Experience:
12 to 15 years



Academic background:

PhD / M. Tech. / M.E. (preferably from CSE / IT / ECE / EE background)
B. Tech. / B.E. with exceptional academic/professional background



Specialization / Domain knowledge:
•Experience with Computational Photography, Image Processing, Image Restoration, Video Processing/Enhancement, Multi Frame Fusion.
•Understanding of Smartphone Camera Image Processing pipeline
•Hands-on experience in developing and deploying Image Processing and Machine Learning algorithms
•Good understanding in data creation, analysis, visualizations
•Strong programming knowledge in any of C, C++, Python, MATLAB etc.
•Hands-on experience in using Deep Learning frameworks and libraries. Concepts of parallel architecture on GPU is an added advantage

Role and Responsibilities

Skills Required:
•Design and development of robust, efficient and mobile friendly algorithms for AI Image/Video Restoration & Enhancement. 
•Analysis and Restoration of Smart phone Images & Videos using state-of-art techniques from Image Processing, Computer Vision and Machine Learning. 
•Development of innovative solutions for various problems related to Super Resolution, High Dynamic Range Imaging, Efficient Deblur and Denoise method. 
•To learn and update oneself on the emerging trends of technology and apply them in the projects for better results leading to publications and patents. 
•Explore new areas of Expert Systems, Cognitive Computing, Artificial Intelligence, Computational Photography etc.

Skills Required:
Experience:
12 to 15 years

Academic background:

PhD / M. Tech. / M.E. (preferably from CSE / IT / ECE / EE background)
B. Tech. / B.E. with exceptional academic/professional background

Specialization / Domain knowledge:
•Experience with Computational Photography, Image Processing, Image Restoration, Video Processing/Enhancement, Multi Frame Fusion.  
•Understanding of Smartphone Camera Image Processing pipeline 
•Hands-on experience in developing and deploying Image Processing and Machine Learning algorithms 
•Good understanding in data creation, analysis, visualizations 
•Strong programming knowledge in any of C, C++, Python, MATLAB etc. 
•Hands-on experience in using Deep Learning frameworks and libraries. Concepts of parallel architecture on GPU is an added advantage

Skills and Qualifications

• Has a wide range of experience, uses professional concepts and company objectives to resolve complex issues in creative and effective ways

• Works on complex issues where analyzing situations or data requires an in-depth evaluation of variables. Exercises judgement in selecting methods, techniques and evaluation criteria to obtain results. Determines methods and procedures on new assignments and coordinates other's tasks

• May manage a group such as coordinating activities regarding costs, methods and staffing

• Typically requires at least 8 years of related experience and a Bachelor's degree; or 6 years and a Master's degree; or a PhD with 3 years

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Company

Samsung Electronics

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