We explore ways of removing objects from live video feeds in augmented reality-like use cases, using a method for inpainting unwanted objects using previously captured visuals of the surrounding environment. In contrast to related previous work, this approach can completely retain and reproduce hidden objects in all their detail. We describe the approach and detail results from our evaluation.