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Benchmarking digital watermarking algorithms is not an easy task becausedifferent applications of digital watermarking often have very different setsof requirements and trade-offs between conflicting requirements. While therehave been some general-purpose digital watermarking benchmarking systemsavailable, they normally do not support complicated benchmarking tasks andcannot be easily reconfigured to work with different watermarking algorithmsand testing conditions. In this paper, we propose OR-Benchmark, an open andhighly reconfigurable general-purpose digital watermarking benchmarkingframework, which has the following two key features: 1) all the interfaces arepublic and general enough to support all watermarking applications andbenchmarking tasks we can think of; 2) end users can easily extend thefunctionalities and freely configure what watermarking algorithms are tested,what system components are used, how the benchmarking process runs, and whatresults should be produced. We implemented a prototype of this framework as aMATLAB software package and used it to benchmark a number of digitalwatermarking algorithms involving two types of watermarks for contentauthentication and self-restoration purposes. The benchmarking resultsdemonstrated the advantages of the proposed benchmarking framework, and alsogave us some useful insights about existing image authentication andself-restoration watermarking algorithms which are an important but lessstudied topic in digital watermarking.

OR-Benchmark: An Open and Reconfigurable Digital Watermarking Benchmarking Framework