Freeman chain code with digits of unequal cost

Sohag Kabir, Tanzima Azad, A. S. M. Ashraful Alam
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引用次数: 6

Abstract

Chain codes are the most size-efficient lossless compression methods for representing rasterised binary objects and contours. Satisfactory compression ratio, low processing cost and low storage requirements of the decoder make chain code technique interesting for storage and transmission of predefined graphical objects in embedded environments. Each element in the chain is encoded to show the relative angle difference between two adjacent pixels along the boundary of an object. The cost of binary bits representing the codes are considered to be equal. Yet, more efficient encoding is possible by considering and applying technique that treats the binary bits differently considering its requirement of storage space, energy consumption, speed of execution and etc. This paper considers cost of binary digits as unequal and proposes a new representation of the eight-direction Freeman chain code based on a variation of Huffman coding technique, which considers cost of bits as unequal. The evaluation and comparison of the cost efficiency between classical Freeman chain code and the new representation of the chain code is provided. Our experiments yield that the proposed representation of Freeman Chain code reduces overall storage/transmission cost of encoded objects considerably with compared to classical Freeman chain code.
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具有不相等成本数字的弗里曼链码
链码是表示栅格化二进制对象和轮廓的最有效的无损压缩方法。令人满意的压缩比、较低的处理成本和较低的解码器存储要求使链码技术成为嵌入式环境中预定义图形对象的存储和传输的兴趣。链中的每个元素都经过编码,以显示沿对象边界的两个相邻像素之间的相对角度差。表示代码的二进制位的代价被认为是相等的。然而,考虑到二进制位对存储空间、能量消耗、执行速度等方面的要求,考虑和应用对二进制位进行不同处理的技术,可以实现更高效的编码。考虑到二进制位元的代价不相等,在改进的霍夫曼编码技术的基础上,提出了一种考虑位元代价不相等的八向弗里曼链码的表示方法。给出了经典Freeman链码与新型链码表示的成本效率评价和比较。我们的实验表明,与经典的弗里曼链码相比,所提出的弗里曼链码表示大大降低了编码对象的总体存储/传输成本。
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