Madhu Peringassery Krishnan is a notable inventor based in Columbia, MD (US). He has made significant contributions to the field of video coding and quality analysis, holding a total of 15 patents. His work focuses on applying deep learning techniques to enhance multimedia transmission and communication applications.

Latest Patents

One of his latest patents is a method and apparatus for applying deep learning techniques in video coding, restoration, and video quality analysis (VQA). This innovative approach allows for the evaluation of processed video quality in relation to unprocessed source video. The objective VQA metric developed by Krishnan takes into account both spatial and temporal measures, ensuring a comprehensive assessment of video quality. Temporal measures include differential motion metrics that compare frame differences between processed and source videos. Additionally, the use of neural networks and deep learning techniques enables the development of improved VQA metrics that consider both spatial and temporal aspects of the videos.

Career Highlights

Krishnan is currently associated with Fastvdo LLC, where he continues to push the boundaries of video technology. His expertise in deep learning and video quality analysis has positioned him as a leader in his field.

Collaborations

He has collaborated with notable colleagues, including Pankaj N Topiwala and Wei Dai, who contribute to the innovative environment at Fastvdo LLC.

Conclusion

Madhu Peringassery Krishnan's work exemplifies the intersection of technology and innovation in video quality analysis. His contributions are paving the way for advancements in multimedia applications, making a lasting impact in the industry.

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