Extending RD-OPT with Global Thresholding for JPEG Optimization

نویسندگان

  • Viresh Ratnakar
  • Miron Livny
چکیده

In this paper, the RD-OPT algorithm for optimizing Discrete Cosine Transform quantization tables RL95] is extended to incorporate global thresholding. Performance gains are possible by zeroing oo some DCT coeecients in DCT-based image compression. We describe a global thresholding scheme, in which the zeroing thresholds for coeecients can be arbitrarily diierent from those determined by the quantization table. Unlike local thresholding CR95], the zeroing decisions are not made separately for each image block. This simpliies the use of thresholding, is easier to optimize and is almost as eeective as local thresholding.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

RD-OPT: An E cient Algorithm For Optimizing DCT Quantization Tables

The Discrete Cosine Transform (DCT) is widely used in lossy image and video compression schemes such as JPEG and MPEG. In this paper we describe RD-OPT, an eecient algorithm for constructing DCT quantization tables with optimal rate-distortion tradeoos for a given image. The algorithm uses DCT coeecient distribution statistics in a novel way and uses a dynamic programming strategy to produce op...

متن کامل

RD-OPT: An Efficient Algorithm for Optimizing DCT Quantization Tables

The Discrete Cosine Transform (DCT) is widely used in lossy image and video compression schemes such as JPEG and MPEG. In this paper we describe RD-OPT, an eecient algorithm for constructing DCT quantization tables with optimal rate-distortion tradeoos for a given image. The algorithm uses DCT coeecient distribution statistics in a novel way and uses a dynamic programming strategy to produce op...

متن کامل

Optimization of JPEG color image coding using a human visual system model

We introduce a new model that can be used in the perceptual optimization of standard color image coding algorithms (JPEG/MPEG). The human visual system model is based on a set of oriented filters and incorporates background luminance dependencies, luminance and chrominance frequency sensitivities, and luminance and chrominance masking effects. The main problem in using oriented filter-based mod...

متن کامل

Perceptual optimization of image coding algorithms

We show how a model of the human visual system (HVS) can be used for encoder based perceptual optimization of JPEG. The HVS model takes into account the effects of light sensitivity, frequency sensitivity, and masking effects and is based on a hierarchy of oriented band pass filters. The model can be used to calculate a local frequency sensitivity, which in turn can be used to calculate percept...

متن کامل

The detection of 11th of March 2011 Tohoku's TEC seismo-ionospheric anomalies using the Singular Value Thresholding (SVT) method

The Total Electron Content (TEC) measured by the Global Positioning System (GPS) is useful for registering the pre-earthquake ionospheric anomalies appearing before a large earthquake. In this paper the TEC value was predicted using the singular value thresholding (SVT) method. Also, the anomaly is detected utilizing this predicted value and the definition of the threshold value, leading to the...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1996