… images, an image fusion method based on three-layer decomposition and sparse representation
is … have the functions of simultaneously achieving image fusion and denoising, and the …

… Most simultaneous image fusion and denoising methods … adaptive sparse representation
(ASR) model was proposed by Liu and Wang [38] for simultaneous image denoising and fusion…

… On the one hand, image fusion and denoising algorithms based on VM … simultaneous fusion
and denoising of infrared and visible images [19], a multi-focus image fusion and denoising …

… In Section 3, we formulate the dictionary learning, sparse representation, and low-rank …
during image denoising. Hence, we can achieve image fusion and denoising simultaneously by …

… We propose a CSR-based image fusion framework, in which each source image is … “Simultaneous
image fusion and denoising with adaptive sparse representation,” IET Image …

… images, in most existing sparse representation-based models, fusion and denoising proceed
simultaneously … This paper proposes an image fusion method based on a cartoon + texture …

… image fusion method is proposed based on Laplacian pyramid (LP) decomposition and
adaptive sparse representation … -frequency information in the image fusion process and it did not …

… shortcoming of conventional SR-based fusion methods, an adaptive sparse representation
(ASR) model is presented for simultaneous image fusion and denoising. In the ASR model, …

… of NSST low-pass subbands of multimodal medical images is carried out using sparse
representation technique which is pre-trained by same NSST decomposed training images [14]. …

… Later the same author presented a novel adaptive sparse representation (ASR) model for
simultaneous image fusion and noise removal [20]. This model constructs a compact dictionary …