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COMPRESSED DOMAIN JPEG2000 IMAGE INDEXING METHOD EMPLOYING FULL PACKET HEADER INFORMATION

机译:压缩域JPEG2000图像索引方法采用完整包头信息

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In this paper we propose a new indexing method for comparing image contents in the JPEG2000 compressed domain. Comparing image contents of the JPEG2000 coded images in the pixel domain requires image decompression, which imposes intensive computational processes of the inverse discrete wavelet transform and the arithmetic decoding. On the other hand, the first decoding stage of the JPEG2000 standard is packet header decoding, which is a simple process, but provides valuable information about the code blocks in the packet. In this paper we use packet header information for JPEG2000 image indexing. The proposed method exploits full packet header information including the number of non-zero bit-planes, the number of coding passes and the code block length for indexing the JPEG2000 compressed images. Experimental results show that the proposed method provides a better performance compared to other JPEG2000 compressed domain indexing techniques and even outperforms the pixel-based image indexing techniques such as the Gabor filter.
机译:在本文中,我们提出了一种新的索引方法,用于比较JPEG2000压缩域中的图像内容。比较像素域中的JPEG2000编码图像的图像内容需要图像解压缩,这施加了逆离散小波变换和算术解码的强化计算过程。另一方面,JPEG2000标准的第一个解码阶段是数据包标题解码,这是一个简单的过程,但是提供了关于数据包中的代码块的有价值的信息。在本文中,我们使用分组标题信息进行JPEG2000图像索引。所提出的方法利用包括非零位平面的数量的完整分组报头信息,编码通过的数量和用于索引JPEG2000压缩图像的代码块长度。实验结果表明,与其他JPEG2000压缩域索引技术相比,该方法提供了更好的性能,甚至优于基于像素的图像索引技术,例如Gabor滤波器。

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