… demonstrate the feasibility of our CNN-based framework for rate-distortion modeling. … a
deep learning based ratedistortion modeling method. Both the distortion and rate information can …

… In this paper, we propose a bit-rate estimation function and a distortion measure by … our
rate and distortion models, which will be used for later developments of mode decision and rate …

… , we describe a rate control mechanism using a more accurate rate distortion model. The …
To demonstrate the effectiveness of our new model, the rate control scheme is implemented for …

… We apply the proposed RD model to the rate control of initial intra-frame problem (also
known as “initial QP” problem). The rate control of initial intra-frame can be considered as that of …

… for model compression via the rate distortion theory. We prove a lower bound for the rate
distortion function for model compression and prove its achievability for linear models. Although …

… model to describe its operational rate-distortion (RD) behavior. The quantization distortion of
… The coding bit-rate is estimated for a class of embedded video coders. Experimental results …

… of block-level rate and distortion. For rate estimation, we model the transform coefficients with
… transform coefficients is proposed as an efficient rate estimator, where the weights provide …

… In [6], the coefficient rate and quantization distortion model is … rate distortion model for HEVC
is studied from the coding framework viewpoint by experimental methods. For rate modeling, …

… The rate and distortion models specific for point cloud compression are derived in Section
III, in which a unified distortion model is … We perform rate distortion optimization for bit rate …

… rates and qualities for networked video applications. In this paper, we propose a new rate-distortion
(RD) model and an efficient rate … between rate-distortion optimization and rate control …