A Fast Fractal Image Coding Approach Employing Fuzzy Aggregation of Domain Blocks
نویسندگان
چکیده
Fractal image compression is a class of image compression techniques that offer the advantages of high compression ratio and fast decoding. But the major obstacle of these techniques is the relatively long time needed for encoding the image due to the requirement of search for the best fitting domain block for each range block. Various methods have been suggested to overcome this problem without much loss of image quality. In this paper, such methods are reviewed and a coding scheme is suggested in which multiple domain blocks are used to approximate each range block. These domain blocks are around the range block and hence a reduction in search-overhead is achieved in the encoding process. A comparative study between our approach and other fractal coding techniques is also presented.
منابع مشابه
A Parallel Architecture for Quadtree-based Fractal Image Coding
This paper proposes a parallel architecture for quadtreebased fractal image coding. This architecture is capable of performing the fractal image coding based on quadtree partitioning without the external memory for the fixed domain pool. Since a large domain block consists of small domain blocks, the calculations of distortion for all kinds of domain blocks are performed by the summation of the...
متن کاملEfficient Fractal Image Coding using Fast Fourier Transform
The fractal coding is a novel technique for image compression. Though the technique has many attractive features, the large encoding time makes it unsuitable for real time applications. In this paper, an efficient algorithm for fractal encoding which operates on entire domain image instead of overlapping domain blocks is presented.The algorithm drastically reduces the encoding time as compared ...
متن کاملIteration Free Fractal Image Compression For Color Images Using Vector Quantization, Genetic Algorithm And Simulated Annealing
This research paper on iteration free fractal image compression for color images using the techniques Vector Quantization, Genetic Algorithm and Simulated Annealing is proposed, for lossy compression, to improve the decoded image quality, compression ratio and reduction in coding time. Fractal coding consists of the representation of image blocks through the contractive transformation coefficie...
متن کاملIfs Coding with Multiple Dc Terms and Domain Blocks
In this paper, we discuss the relationship between image partitionings and transforms , and we introduce a new approach to utilize multiple domain blocks (AC terms) in the fractal transform. We then analyze the performance of coding with multiple DC terms and domain blocks. A new algorithm based on balancing the budget of DC terms and AC terms is developed.
متن کاملFractal image compression with region-based functionality
Region-based functionality offered by the MPEG-4 video compression standard is also appealing for still images, for example to permit object-based queries of a still-image database. A popular method for still-image compression is fractal coding. However, traditional fractal image coding uses rectangular range and domain blocks. Although new schemes have been proposed that merge small blocks int...
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 2001