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well, it all depends on the technique you use, it is that simple: template techniques like LINEMOD will need the same view points that you acquired during training, feature based ones can be a bit more robust to warping and so on.

Train your detector in angle/scale/illumination in the same way you will detect your object and accuracy will increase.