کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
564025 875555 2013 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Robust image hashing using ring-based entropies
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Robust image hashing using ring-based entropies
چکیده انگلیسی

Image hashing is an emerging technology in multimedia security for applications such as image authentication, digital watermarking, and image copy detection. In this paper, we propose a robust image hashing based on the observations that image pixels of each ring are almost unchanged after rotation and ring-based image entropies are approximately linearly changed by content-preserving operations. This hashing is achieved by converting the input image into a normalized image, dividing the normalized image into different rings and extracting the ring-based entropies to produce hash. Hash similarity is measured by correlation coefficient. Experiments show that our hashing is robust against content-preserving manipulations such as JPEG compression, watermark embedding, scaling, rotation, brightness and contrast adjustment, gamma correction and Gaussian low-pass filtering. Receiver operating characteristics (ROC) curve comparisons with notable algorithms indicate that our hashing has better classification performances than the compared algorithms.


► We find that image pixels in each ring are almost unchanged after image rotation.
► We also find that ring-based image entropies are approximately linearly changed.
► We propose a robust image hashing based on the above observations.
► Our hashing is robust against content-preserving manipulations such as rotation.
► Our hashing has better classification performances than some notable algorithms.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 93, Issue 7, July 2013, Pages 2061–2069
نویسندگان
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