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In this paper a total variation (TV) regularization-based approach is proposed for pixel level fusion to fuse images acquired using multiple sensors. In this approach, fusion is posed as an inverse problem and a locally affine model is used as the forward model. A total variation regularization in conjunction with principal component analysis is used iteratively to estimate the fused image. The feasibility...
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