… image fusion scheme is introduced based on two-scale image decomposition and sparse
representation. In the … Multi-scale transform (MST) fusion technique is popular in multimodality …

… represent the background and main structures information. Due to its high similarity, the sparse
representation is utilized based on … The multi-scale guided filter is designed with different …

… In our fusion framework, convolution sparse representation is computed by replacing the …
general framework for image fusion based on multi-scale transform and sparse representation…

… To get a merged image with improved graphical excellence … image fusion system based
on multi scale decomposition with convolutional neural network and sparse representation is …

… energy, this paper proposes a new image fusion framework for nonsubsampled shearlet …
applied multi-scale decomposition to image fusion rather than sparse representation based …

… details from medical images by using multi-scale transform methods is a … fusion framework
for multimodal medical images to overcome the aforementioned limitation. In this framework…

… Then, sparse coding is carried out for each patch to learn an … image fusion method based
on multi-scale transformation by comprehensively considering optimization. The framework of …

… Multimodal medical image fusion technology … multi-scale decomposition based image
fusion methods exhibit low contrast and energy loss. And the sparse representation based fusion …

… based on multi-scale transform, sparse representation, edge-… have achieved remarkable
results in image fusion [16]. The … shearlet transforms [21,22,23] are widely used in multi-scale …

… Qiu, “Medical image fusion based on sparse representation of … , “A general framework for
image fusion based on multi-scale transform and sparse representation,” Information Fusion, vol…