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Novel Human Face Hallucination for Real World Setting Keywords: Face Hallucination, Alignment, Pose, Example Base, Learning Methods Mehran University Research Journal of Engineering & Technology Volume 32 , Issue 1 HAJU MUHAMED MUHAMED NALEER,YAO LU,FEROZ SHAH Abstract The face hallucination research, in past ten years, has proposed a number of human face hallucination techniques. The face hallucination method does not follow the automatic face alignment in their experimental stages. In other words, these methods are not adequate for real world setting. Mainly some factors affect the final results of such methods, such as face pose, alignment, and lighting correction. Furthermore, the experimental images are aligned manually, and it may neither be accurate, nor added to the frame work. The main consideration in this paper is, how to produce the hallucinated human face image from single input low resolution image, using two step example base learning method with consideration of face pose and alignment in automatic frame work. We propose that the novel human face hallucination automatic frame work is excellent agreement with real world input low resolution images. |