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AFAIK, there is no Java wrapper for the t-api, but before you move completely to the JNI, you might want to write your own wrapper for the UMats. If you do not want to write your own wrapper or need some help, check out javaCV, maybe they have a wrapper for the t-api and if not you can see how they write their wrappers in the source.