Layered DCT Still Image Compression - Circuits and Systems for Video Technology, IEEE Transactions on
نویسندگان
چکیده
Motivated by Shapiro’s embedded zerotree wavelet (EZW) coding and Taubman and Zakhor’s layered zero coding (LZC), we propose a layered discrete cosine transform (DCT) image compression scheme, which generates an embedded bit stream for DCT coefficients according to their importance. The new method allows progressive image transmission and simplifies the rate-control problem. In addition to these functionalities, it provides a substantial rate-distortion improvement over the JPEG standard when the bit rates become low. For example, we observe a bit rate reduction with respect to the JPEG Huffman and arithmetic coders by about 60% and 20%, respectively, for a bit rate around 0.1 b/p.
منابع مشابه
Approximate convolution using DCT coefficient multipliers
DCT-domain processing, filtering, convolution, image enhancement, quantization tables We develop a method for designing DCT coefficient multipliers in order to approximate the operation of 2D convolution of an image with a given kernel. The method is easy to implement on compressed formats of DCT-based compression methods (JPEG, MPEG, H.261) by applying decoding quantization tables that are inc...
متن کاملAdvanced packet-video coding based on layered VQ and SBC techniques
Vector Quantization (VQ) and Subband Coding (SBC) are promising candidates for future generations of image coders : VQ is known to outperform scalar quantization (SQ) techniques, SBC overcomes the block structure problem of DCT transform coders and has better energy compaction properties. The paper compares the performances of two SBC-VQ schemes (a QMF-based SBC with trained-codebook VQ and a p...
متن کاملVariable complexity DCT approximations driven by an HVQ-based analyzer
Transform approximations are explored for speeding up the software compression of images and video. Approximations are used to replace the regular discrete cosine transform (DCT) whenever only a few DCT coefficients are actually encoded. We employ a novel hierarchical vector quantization (HVQ)-based image analyzer to drive a bank of coders, thus switching to the fastest coder depending on the i...
متن کاملA comparative study of DCT- and wavelet-based image coding
We undertake a study of the performance difference of the discrete cosine transform (DCT) and the wavelet transform for both image and video coding, while comparing other aspects of the coding system on an equal footing based on the state-of-theart coding techniques. Our studies reveal that, for still images, the wavelet transform outperforms the DCT typically by the order of about 1 dB in peak...
متن کاملVideo Compression Using Matching Pursuits - Circuits and Systems for Video Technology, IEEE Transactions on
The use of matching pursuit (MP) to code video using overcomplete Gabor basis functions has recently been introduced. In this paper, we propose new functionalities such as SNR scalability and arbitrary shape coding for video coding based on matching pursuit. We improve the performance of the baseline algorithm presented earlier by proposing a new search and a new position coding technique. The ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1998