A method, an apparatus and/or a system of model-independent generation of an enhanced resolution of image from a number of low resolution images is disclosed. A method includes capturing a number of low resolution images through a first sensor (e.g., first plurality of low resolution images) and a number of low resolution images through a second sensor (e.g., second plurality of low resolution images). The first sensor has a higher resolution than the second sensor. The method also includes estimating expansion coefficients of polyphase components of an enhanced resolution image based on the number of low resolution images through a second sensor (e.g., second plurality of low resolution images) through a processor. The expansion coefficients are expressed in terms of the number of low resolution images through a first sensor (e.g., first plurality of low resolution images).