Multi-program video compression using joint bit-rate control

TL;DR: Experimental results show that the proposed multiprogram video compression system results in good picture quality with no external preprocessing, despite its relative simplicity.

TL;DR: Experimental results show that the proposed joint rate control with look-ahead results in improved picture quality in comparison with a pure feedback approach, where a feedback approach requires an unavoidable delay.

TL;DR: Simulation results show that the proposed methods not only significantly improve the visual quality of the active sub-windows without introducing serious visual quality degradation in the inactive ones, but also reduce the computational complexity and avoid whole-frame skipping.

TL;DR: In this article, a statistical multiplex technique is used to control image encoding, with which target code rates suitable for respective program data can be allocated by using a controller (3) who receives the encoding difficulties (Di) of programs from image encoders (2i) and calculates temporary bit rates (Tmp_Ratei) in accordance with encoding difficulties and the conversion formula of the bit rate.

Abstract: The classic text for understanding complex statistical probability An Introduction to Probability Theory and Its Applications offers comprehensive explanations to complex statistical problems. Delving deep into densities and distributions while relating critical formulas, processes and approaches, this rigorous text provides a solid grounding in probability with practice problems throughout. Heavy on application without sacrificing theory, the discussion takes the time to explain difficult topics and how to use them. This new second edition includes new material related to the substitution of probabilistic arguments for combinatorial artifices as well as new sections on branching processes, Markov chains, and the DeMoivreLaplace theorem.

TL;DR: This chapter discusses the concept of a Random Variable, the meaning of Probability, and the axioms of probability in terms of Markov Chains and Queueing Theory.

TL;DR: In this paper, the meaning of probability and random variables are discussed, as well as the axioms of probability, and the concept of a random variable and repeated trials are discussed.