Video Compression

VideoNerd

Main Question of Data Analysis

 Can we be confident in the patterns that we are seeing in the data or what we are observing is just noise? The answer is not 42.  Slava23+ years’ programming and theoretical experience in the computer science fields such as video compression, media streaming and artificial intelligence (co-author of several papers and patents). the author […]

Video for Autonomous Defense Vehicles

The presentation   Video for Autonomous Defense Vehicles  was prepared by Yossi Cohen and reviewed by myself.     Slava23+ years’ programming and theoretical experience in the computer science fields such as video compression, media streaming and artificial intelligence (co-author of several papers and patents). the author is looking for new job, my resume Donate videonerd.website

How get better motion vector predictors with trained Neural Network (for HEVC)?

How get better motion vector predictors with trained Neural Network (for HEVC)? Slava23+ years’ programming and theoretical experience in the computer science fields such as video compression, media streaming and artificial intelligence (co-author of several papers and patents). the author is looking for new job, my resume Donate videonerd.website

BP Neural Network and Cybenko Theorem

In signal coding there are two famous theorems – Shannon Theorems, which put limits on coding efficiency in lossless and in lossy modes. However, in Neural Networks there is Cybenko Theorem, which puts constraints on  efficiency of Back-Propagation Neural Network as an approximation of a target function (notice that Neural Network is targeted to approximate […]

Limits of Machine Learning

Hidden Limits of Machine Learning Note: Machine learning(ML) is a subset of Artificial Intelligence(AI), AI includes, for example, evolutional programming, swamp intelligence etc. In other words Machine learning is a collection of algorithms and techniques used to design systems that learn from data. The lure of Machine Learning methods has been overwhelming. The range of […]